diff --git a/c-network/tools/quantize/convert_data.cpp b/c-netend/examples/convert_data.cpp similarity index 100% rename from c-network/tools/quantize/convert_data.cpp rename to c-netend/examples/convert_data.cpp diff --git a/c-netend/examples/models/face/face-opt.c b/c-netend/examples/models/face/face-opt.c index 18992ae..dfd0f20 100644 --- a/c-netend/examples/models/face/face-opt.c +++ b/c-netend/examples/models/face/face-opt.c @@ -6,45 +6,65 @@ __attribute__((aligned(4))) static const unsigned char layer_259_convolution_bias_data[] = { -0x5d,0xff,0xbe,0x06,0x2e,0x05,0xf7,0x01,0xe9,0x0b,0x0a,0x0c,0xef,0x05,0xb8,0x0d,0x1d,0xf6,0x12,0x0b,0x55,0x08,0x35,0x0d,0x93,0x0a,0x2d,0x07,0xb6,0x0d,0xec,0x08, -}; -DEFINE_TENSOR(layer_259_convolution_bias, 32, layer_259_convolution_bias_data, 1.000000) +0x5d,0xff,0xff,0xff,0xbe,0x06,0x00,0x00,0x2e,0x05,0x00,0x00,0xf7,0x01,0x00,0x00,0xe9,0x0b,0x00,0x00,0x0a,0x0c,0x00,0x00,0xef,0x05,0x00,0x00,0xb8,0x0d,0x00,0x00, +0x1d,0xf6,0xff,0xff,0x12,0x0b,0x00,0x00,0x55,0x08,0x00,0x00,0x35,0x0d,0x00,0x00,0x93,0x0a,0x00,0x00,0x2d,0x07,0x00,0x00,0xb6,0x0d,0x00,0x00,0xec,0x08,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_259_convolution_bias, 4, 4, 64, layer_259_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_259_convolution_filters_data[] = { 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+0x0d,0xde,0x91,0x16,0xf2,0x15,0xf0,0xd5,0x65,0x0d,0x56,0x17,0xff,0xd9,0x1e,0x08,0x1f,0x15,0xd7,0xe3,0x75,0x13,0x8f,0x13,0xf9,0xdf,0x43,0x12,0x17,0x10,0xbd,0xe3, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_259_convolution_filters, 2, 3, 864, layer_259_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_259_convolution_requantize_data[] = { +0x36,0x00,0xcc,0x36,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_259_convolution_requantize, 4, 1, 4, layer_259_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_262_convolution_bias_data[] = { -0x0d,0xff,0x41,0x01,0x6a,0x04,0x5f,0x13,0xfa,0x09,0xfa,0x10,0xef,0x02,0x34,0x16,0x26,0xee,0x29,0xe5,0xbc,0xfa,0x57,0x00,0xf9,0x0a,0xe4,0xf6,0xed,0x17,0x1c,0x1a, -}; -DEFINE_TENSOR(layer_262_convolution_bias, 32, layer_262_convolution_bias_data, 1.000000) +0x0d,0xff,0xff,0xff,0x41,0x01,0x00,0x00,0x6a,0x04,0x00,0x00,0x5f,0x13,0x00,0x00,0xfa,0x09,0x00,0x00,0xfa,0x10,0x00,0x00,0xef,0x02,0x00,0x00,0x34,0x16,0x00,0x00, +0x26,0xee,0xff,0xff,0x29,0xe5,0xff,0xff,0xbc,0xfa,0xff,0xff,0x57,0x00,0x00,0x00,0xf9,0x0a,0x00,0x00,0xe4,0xf6,0xff,0xff,0xed,0x17,0x00,0x00,0x1c,0x1a,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_262_convolution_bias, 4, 4, 64, layer_262_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_262_convolution_filters_data[] = { 0x0a,0x00,0x90,0x05,0xf0,0xfe,0x51,0x0c,0xbc,0x0f,0xbd,0xfa,0x86,0xfe,0xc9,0xfe,0x7e,0xf0,0xf0,0xff,0x39,0xfe,0x4a,0x01,0xe6,0xfd,0x23,0x18,0xec,0xed,0xa5,0x00, @@ -56,14 +76,30 @@ static const unsigned char layer_262_convolution_filters_data[] = { 0x4e,0xfe,0xe0,0xf6,0x6a,0xff,0x01,0x07,0x04,0xf5,0x0a,0x00,0xa5,0xd9,0x03,0x33,0xcd,0xfa,0x24,0x03,0x9d,0xfa,0x6d,0xff,0x58,0xff,0x38,0x0d,0x2d,0x00,0xde,0xfa, 0x25,0xe4,0x4b,0xf9,0x29,0x05,0xbf,0x05,0xce,0x04,0x68,0xff,0xe7,0x00,0xe5,0xfe,0x1d,0xfc,0x21,0xf7,0x8e,0xfb,0x74,0x02,0x5a,0x1b,0xae,0x00,0xd6,0xf3,0xff,0x0c, 0xd9,0xfd,0x55,0x19,0xb8,0xab,0xbd,0x13,0xaf,0x31,0x22,0xff,0x54,0xf2,0xe2,0x03,0xb1,0x02,0xa1,0x03,0x32,0x01,0x43,0xec,0x06,0x00,0xd7,0x08,0xe2,0xe3,0x50,0x0a, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_262_convolution_filters, 288, layer_262_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_262_convolution_filters, 2, 3, 288, layer_262_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_262_convolution_requantize_data[] = { +0x21,0x66,0xb3,0x39,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_262_convolution_requantize, 4, 1, 4, layer_262_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_265_convolution_bias_data[] = { -0x2c,0x0d,0x57,0x05,0xdc,0x0d,0x89,0xff,0xd7,0x09,0x8c,0xec,0x7a,0xf7,0xb1,0xfa,0xef,0xf5,0x46,0xfa,0xa3,0x0b,0x4a,0x05,0x65,0xf9,0xf9,0xfd,0x9b,0x0a,0xfb,0x05, -0x39,0x13,0xd1,0x0a,0x38,0x0c,0x42,0xf3,0xa4,0x0f,0xae,0x02,0x9e,0xfa,0xd0,0x05,0xd8,0x0e,0x7c,0xf5,0x87,0x0b,0xb9,0xfe,0x39,0x10,0xe9,0xfd,0x26,0x01,0x2e,0x0b, -}; -DEFINE_TENSOR(layer_265_convolution_bias, 64, layer_265_convolution_bias_data, 1.000000) +0x2c,0x0d,0x00,0x00,0x57,0x05,0x00,0x00,0xdc,0x0d,0x00,0x00,0x89,0xff,0xff,0xff,0xd7,0x09,0x00,0x00,0x8c,0xec,0xff,0xff,0x7a,0xf7,0xff,0xff,0xb1,0xfa,0xff,0xff, +0xef,0xf5,0xff,0xff,0x46,0xfa,0xff,0xff,0xa3,0x0b,0x00,0x00,0x4a,0x05,0x00,0x00,0x65,0xf9,0xff,0xff,0xf9,0xfd,0xff,0xff,0x9b,0x0a,0x00,0x00,0xfb,0x05,0x00,0x00, +0x39,0x13,0x00,0x00,0xd1,0x0a,0x00,0x00,0x38,0x0c,0x00,0x00,0x42,0xf3,0xff,0xff,0xa4,0x0f,0x00,0x00,0xae,0x02,0x00,0x00,0x9e,0xfa,0xff,0xff,0xd0,0x05,0x00,0x00, +0xd8,0x0e,0x00,0x00,0x7c,0xf5,0xff,0xff,0x87,0x0b,0x00,0x00,0xb9,0xfe,0xff,0xff,0x39,0x10,0x00,0x00,0xe9,0xfd,0xff,0xff,0x26,0x01,0x00,0x00,0x2e,0x0b,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_265_convolution_bias, 4, 4, 128, layer_265_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_265_convolution_filters_data[] = { 0x7f,0x0f,0x30,0x07,0x01,0xfc,0x28,0x83,0x2f,0xf9,0x9e,0xf4,0xdf,0xc5,0x9e,0xee,0xe7,0xf9,0xb5,0x1a,0x07,0x01,0xd5,0x02,0xda,0x14,0x22,0x19,0x13,0x02,0xbb,0x3f, @@ -98,14 +134,30 @@ static const unsigned char layer_265_convolution_filters_data[] = { 0x39,0xfb,0x64,0x05,0x63,0xff,0xd6,0xf9,0x08,0x10,0x38,0x02,0xb9,0xfe,0x0c,0x0e,0x7a,0x05,0x3b,0x2e,0xb8,0xe8,0x68,0x00,0xce,0x28,0xb5,0x3e,0xb1,0xf7,0x3e,0x04, 0xa8,0xf0,0x14,0xfa,0xc3,0xf2,0x2d,0xed,0xa7,0xfc,0x8f,0xfe,0x89,0x13,0xae,0xfc,0x2e,0x00,0x1d,0x00,0xb6,0x00,0x22,0xfa,0x6c,0x00,0x8c,0x05,0xed,0xfb,0x2b,0x76, 0xbb,0xf1,0x2f,0x01,0xae,0x19,0x95,0xfa,0xc3,0xbc,0x96,0xe5,0x16,0xf9,0xdc,0xd2,0x73,0x08,0x72,0x04,0x55,0xfa,0x98,0x2d,0x12,0x06,0x51,0xdc,0x40,0xfa,0x31,0x03, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_265_convolution_filters, 1024, layer_265_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_265_convolution_filters, 2, 3, 1024, layer_265_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_265_convolution_requantize_data[] = { +0xdc,0x2c,0xba,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_265_convolution_requantize, 4, 1, 4, layer_265_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_268_convolution_bias_data[] = { -0x93,0xff,0x82,0x02,0x15,0xfd,0xc7,0x00,0xef,0x00,0xc5,0xfc,0x58,0xf9,0xdb,0x28,0x8d,0x1b,0x2e,0x02,0x69,0xeb,0x6a,0x31,0x00,0x03,0xd0,0x26,0x2a,0x00,0x49,0x01, -0x2d,0xff,0xa7,0x00,0x82,0x0d,0x8f,0x00,0x27,0xfb,0xb7,0x30,0x0c,0x00,0xcd,0xfa,0x02,0xfc,0xa9,0xf5,0x92,0xf9,0x75,0x00,0x56,0xf8,0x0e,0x02,0x5c,0x24,0xc5,0x1f, -}; -DEFINE_TENSOR(layer_268_convolution_bias, 64, layer_268_convolution_bias_data, 1.000000) +0x93,0xff,0xff,0xff,0x82,0x02,0x00,0x00,0x15,0xfd,0xff,0xff,0xc7,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xc5,0xfc,0xff,0xff,0x58,0xf9,0xff,0xff,0xdb,0x28,0x00,0x00, +0x8d,0x1b,0x00,0x00,0x2e,0x02,0x00,0x00,0x69,0xeb,0xff,0xff,0x6a,0x31,0x00,0x00,0x00,0x03,0x00,0x00,0xd0,0x26,0x00,0x00,0x2a,0x00,0x00,0x00,0x49,0x01,0x00,0x00, +0x2d,0xff,0xff,0xff,0xa7,0x00,0x00,0x00,0x82,0x0d,0x00,0x00,0x8f,0x00,0x00,0x00,0x27,0xfb,0xff,0xff,0xb7,0x30,0x00,0x00,0x0c,0x00,0x00,0x00,0xcd,0xfa,0xff,0xff, +0x02,0xfc,0xff,0xff,0xa9,0xf5,0xff,0xff,0x92,0xf9,0xff,0xff,0x75,0x00,0x00,0x00,0x56,0xf8,0xff,0xff,0x0e,0x02,0x00,0x00,0x5c,0x24,0x00,0x00,0xc5,0x1f,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_268_convolution_bias, 4, 4, 128, layer_268_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_268_convolution_filters_data[] = { 0x56,0x0a,0x29,0x11,0x22,0x0e,0x7a,0x10,0xbc,0x15,0x49,0x0f,0x2b,0x06,0x72,0x03,0x6f,0x03,0x70,0xfe,0x10,0x00,0xff,0x05,0x8a,0x0e,0x70,0x28,0x58,0x1c,0x47,0x11, @@ -126,14 +178,30 @@ static const unsigned char layer_268_convolution_filters_data[] = { 0x98,0x0b,0x74,0x28,0xae,0x25,0xb3,0x1d,0x69,0x1c,0xcb,0x10,0x16,0x1f,0x2f,0x2b,0x9c,0x18,0x74,0x07,0x42,0x0c,0x89,0x08,0x87,0x26,0x79,0xb8,0x29,0x19,0x18,0x5e, 0x01,0x80,0x1d,0x2c,0x71,0x45,0x3c,0xcc,0x49,0x0e,0xc5,0x09,0x02,0x0d,0x8c,0x09,0x96,0x14,0x19,0x1f,0xd7,0x15,0xe6,0x0d,0x00,0x15,0xe4,0x0e,0x18,0xe7,0xab,0xeb, 0x79,0xf7,0xf8,0xe8,0x92,0xd4,0x43,0xe9,0xd1,0xfa,0x07,0xf1,0x56,0xe8,0x2f,0xed,0x21,0xc0,0xb4,0xdd,0x60,0xeb,0xc1,0xa5,0xe9,0xb3,0x8d,0x01,0x7c,0xca,0xd7,0xc5, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_268_convolution_filters, 576, layer_268_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_268_convolution_filters, 2, 3, 576, layer_268_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_268_convolution_requantize_data[] = { +0xb6,0x27,0xd2,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_268_convolution_requantize, 4, 1, 4, layer_268_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_271_convolution_bias_data[] = { -0xad,0x18,0x82,0x09,0x0c,0x18,0xb0,0x22,0x44,0xfe,0x27,0xf2,0xaf,0x1e,0xa1,0x09,0x26,0x06,0xd0,0x0b,0x47,0x15,0x35,0x0d,0xd7,0x14,0x49,0x00,0x54,0x20,0x27,0x2d, -0x43,0x03,0xab,0x13,0xe4,0x32,0xf5,0x22,0xf8,0x0c,0xf5,0x15,0x83,0x09,0x0d,0x0d,0x6a,0x1a,0xcd,0x03,0xce,0x01,0xf1,0x04,0xdf,0x0d,0xea,0x2f,0x9d,0x1b,0x5f,0x10, -}; -DEFINE_TENSOR(layer_271_convolution_bias, 64, layer_271_convolution_bias_data, 1.000000) +0xad,0x18,0x00,0x00,0x82,0x09,0x00,0x00,0x0c,0x18,0x00,0x00,0xb0,0x22,0x00,0x00,0x44,0xfe,0xff,0xff,0x27,0xf2,0xff,0xff,0xaf,0x1e,0x00,0x00,0xa1,0x09,0x00,0x00, +0x26,0x06,0x00,0x00,0xd0,0x0b,0x00,0x00,0x47,0x15,0x00,0x00,0x35,0x0d,0x00,0x00,0xd7,0x14,0x00,0x00,0x49,0x00,0x00,0x00,0x54,0x20,0x00,0x00,0x27,0x2d,0x00,0x00, +0x43,0x03,0x00,0x00,0xab,0x13,0x00,0x00,0xe4,0x32,0x00,0x00,0xf5,0x22,0x00,0x00,0xf8,0x0c,0x00,0x00,0xf5,0x15,0x00,0x00,0x83,0x09,0x00,0x00,0x0d,0x0d,0x00,0x00, +0x6a,0x1a,0x00,0x00,0xcd,0x03,0x00,0x00,0xce,0x01,0x00,0x00,0xf1,0x04,0x00,0x00,0xdf,0x0d,0x00,0x00,0xea,0x2f,0x00,0x00,0x9d,0x1b,0x00,0x00,0x5f,0x10,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_271_convolution_bias, 4, 4, 128, layer_271_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_271_convolution_filters_data[] = { 0xaf,0xf3,0x5e,0xfd,0x8b,0x0f,0x10,0x02,0x42,0xf7,0x72,0xfc,0x5a,0xfd,0xc8,0xe5,0x3f,0xfe,0x54,0xff,0x06,0x06,0xf0,0x1a,0xba,0x19,0x64,0xf9,0x8d,0xf4,0xbe,0xef, @@ -200,14 +268,30 @@ static const unsigned char layer_271_convolution_filters_data[] = { 0x75,0xf6,0xf9,0xe0,0xff,0xfc,0xad,0xff,0xd0,0xe7,0xbe,0xfc,0x14,0x1a,0x49,0xee,0xd1,0xef,0x4b,0x08,0x5a,0x1e,0x5f,0x28,0xf6,0xe6,0x21,0xeb,0xf3,0xea,0x5a,0x0b, 0x07,0xfe,0xfd,0xfd,0x4b,0xfd,0x3f,0x0b,0x98,0x05,0x33,0xf9,0xc1,0x06,0xeb,0x0c,0x65,0xf3,0x67,0xfb,0x0a,0xfb,0x97,0xf7,0x21,0xf8,0x44,0x09,0x89,0x00,0xc8,0x15, 0xf3,0xfb,0xf4,0xfd,0x21,0xf9,0xc4,0xff,0xee,0x01,0x90,0x01,0x7a,0x01,0x1d,0x06,0x01,0x01,0xa1,0xfe,0x43,0xeb,0x9d,0xef,0x5b,0x0a,0x33,0xeb,0x2f,0xfb,0xc0,0x0a, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_271_convolution_filters, 2048, layer_271_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_271_convolution_filters, 2, 3, 2048, layer_271_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_271_convolution_requantize_data[] = { +0x81,0x3f,0x09,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_271_convolution_requantize, 4, 1, 4, layer_271_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_274_convolution_bias_data[] = { -0xef,0x3e,0x13,0x04,0x49,0xfe,0xa3,0x0f,0xdc,0x01,0x85,0x05,0xae,0x1a,0xd4,0xf4,0x75,0x00,0xc6,0x04,0xde,0x1c,0x5a,0x24,0x2b,0xf2,0x95,0x38,0xb9,0x08,0xfd,0xfe, -0x3c,0xfe,0xb8,0x01,0xd5,0xfb,0x0c,0xf1,0x8b,0x21,0x17,0xf6,0x9b,0xdc,0x6f,0xfe,0x54,0xee,0x0a,0xf1,0xb5,0x18,0x3d,0xff,0x25,0x03,0xe2,0x04,0x9b,0x20,0xd3,0xfd, -}; -DEFINE_TENSOR(layer_274_convolution_bias, 64, layer_274_convolution_bias_data, 1.000000) +0xef,0x3e,0x00,0x00,0x13,0x04,0x00,0x00,0x49,0xfe,0xff,0xff,0xa3,0x0f,0x00,0x00,0xdc,0x01,0x00,0x00,0x85,0x05,0x00,0x00,0xae,0x1a,0x00,0x00,0xd4,0xf4,0xff,0xff, +0x75,0x00,0x00,0x00,0xc6,0x04,0x00,0x00,0xde,0x1c,0x00,0x00,0x5a,0x24,0x00,0x00,0x2b,0xf2,0xff,0xff,0x95,0x38,0x00,0x00,0xb9,0x08,0x00,0x00,0xfd,0xfe,0xff,0xff, +0x3c,0xfe,0xff,0xff,0xb8,0x01,0x00,0x00,0xd5,0xfb,0xff,0xff,0x0c,0xf1,0xff,0xff,0x8b,0x21,0x00,0x00,0x17,0xf6,0xff,0xff,0x9b,0xdc,0xff,0xff,0x6f,0xfe,0xff,0xff, +0x54,0xee,0xff,0xff,0x0a,0xf1,0xff,0xff,0xb5,0x18,0x00,0x00,0x3d,0xff,0xff,0xff,0x25,0x03,0x00,0x00,0xe2,0x04,0x00,0x00,0x9b,0x20,0x00,0x00,0xd3,0xfd,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_274_convolution_bias, 4, 4, 128, layer_274_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_274_convolution_filters_data[] = { 0x40,0xfe,0xf6,0xfd,0xf9,0xec,0xdb,0xf6,0x4a,0xc0,0xb0,0xe6,0xbc,0xe7,0x7c,0x16,0xf4,0xf3,0xf9,0x19,0x39,0x70,0xcc,0x06,0x4e,0xf6,0x9c,0xb2,0x37,0xe8,0x95,0xfb, @@ -228,14 +312,30 @@ static const unsigned char layer_274_convolution_filters_data[] = { 0x15,0x02,0x30,0xe7,0x89,0x05,0xcb,0x0a,0x95,0x18,0x45,0x01,0x77,0x06,0x65,0x14,0x94,0xf9,0x68,0xfe,0x56,0xf5,0xa1,0xfb,0x64,0xff,0x91,0x2e,0x74,0xe3,0xb7,0xd3, 0xff,0x7f,0x99,0xdb,0xce,0xdf,0x29,0xfa,0x4e,0xfa,0xde,0xf6,0xc2,0xf6,0x8a,0x16,0x13,0x02,0x72,0xf8,0x46,0x00,0xc2,0x15,0x59,0x14,0xdf,0xfa,0xe2,0xf6,0x6a,0xf3, 0x6a,0xf1,0xea,0xf9,0x58,0xf4,0xe1,0xf2,0x53,0x06,0x22,0xf6,0x71,0x03,0x67,0xf9,0xcb,0x10,0x95,0xed,0x2a,0x3d,0x15,0x97,0x78,0x33,0x34,0x34,0xff,0xd9,0x03,0xf7, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_274_convolution_filters, 576, layer_274_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_274_convolution_filters, 2, 3, 576, layer_274_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_274_convolution_requantize_data[] = { +0x49,0x00,0xba,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_274_convolution_requantize, 4, 1, 4, layer_274_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_277_convolution_bias_data[] = { -0x3b,0x06,0xba,0xfd,0x8f,0xf9,0x22,0x15,0x3c,0x0e,0x35,0x00,0x94,0x04,0x74,0x0a,0x2b,0x0c,0x25,0xf4,0xdb,0xf5,0xb3,0x05,0x77,0xf1,0x21,0x0a,0x8d,0xf1,0xc6,0xe9, -0x93,0x11,0xc5,0xf8,0x71,0x05,0x1b,0xeb,0x73,0x0c,0xdc,0xfc,0xd9,0xfd,0x53,0x07,0x89,0xe2,0x87,0xf7,0x3d,0xf6,0xb1,0xf7,0xdf,0xf6,0x56,0xea,0xc5,0xed,0x60,0x0c, -}; -DEFINE_TENSOR(layer_277_convolution_bias, 64, layer_277_convolution_bias_data, 1.000000) +0x3b,0x06,0x00,0x00,0xba,0xfd,0xff,0xff,0x8f,0xf9,0xff,0xff,0x22,0x15,0x00,0x00,0x3c,0x0e,0x00,0x00,0x35,0x00,0x00,0x00,0x94,0x04,0x00,0x00,0x74,0x0a,0x00,0x00, +0x2b,0x0c,0x00,0x00,0x25,0xf4,0xff,0xff,0xdb,0xf5,0xff,0xff,0xb3,0x05,0x00,0x00,0x77,0xf1,0xff,0xff,0x21,0x0a,0x00,0x00,0x8d,0xf1,0xff,0xff,0xc6,0xe9,0xff,0xff, +0x93,0x11,0x00,0x00,0xc5,0xf8,0xff,0xff,0x71,0x05,0x00,0x00,0x1b,0xeb,0xff,0xff,0x73,0x0c,0x00,0x00,0xdc,0xfc,0xff,0xff,0xd9,0xfd,0xff,0xff,0x53,0x07,0x00,0x00, +0x89,0xe2,0xff,0xff,0x87,0xf7,0xff,0xff,0x3d,0xf6,0xff,0xff,0xb1,0xf7,0xff,0xff,0xdf,0xf6,0xff,0xff,0x56,0xea,0xff,0xff,0xc5,0xed,0xff,0xff,0x60,0x0c,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_277_convolution_bias, 4, 4, 128, layer_277_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_277_convolution_filters_data[] = { 0xed,0x09,0xe7,0xe6,0xef,0xf7,0xbd,0xf4,0x2a,0xf8,0xf9,0x04,0x1b,0x08,0x69,0x08,0x96,0xf3,0x7b,0x07,0x56,0x07,0x4f,0xdd,0xd6,0x04,0x69,0xf3,0x32,0x25,0xb8,0xf7, @@ -302,14 +402,30 @@ static const unsigned char layer_277_convolution_filters_data[] = { 0x9b,0xfc,0xdf,0xb5,0x8b,0xf6,0x44,0xe0,0x05,0x67,0xcc,0xfb,0x0a,0x45,0x40,0xe2,0x37,0x36,0x91,0xf4,0x96,0x0f,0xfd,0x39,0xa7,0xdf,0xbc,0xc8,0x3f,0x18,0x13,0xf9, 0x7f,0xdd,0x64,0x13,0xe8,0xe5,0xb1,0x03,0x9b,0xf8,0x93,0xfa,0x9b,0xd5,0x7a,0x0b,0xcf,0xe8,0x2d,0x30,0xf1,0x0f,0x3c,0x04,0x72,0x07,0x8c,0x1f,0xd1,0xe2,0x89,0xf0, 0xf3,0x01,0x49,0xd8,0xdb,0x47,0xf5,0xe5,0xf3,0x28,0xa1,0x06,0x2f,0x11,0x2c,0xdb,0x8f,0xf5,0x9e,0xd0,0x4f,0x1f,0x8d,0x1c,0x23,0xf2,0xc5,0x0a,0xc1,0xef,0x86,0xe4, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_277_convolution_filters, 2048, layer_277_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_277_convolution_filters, 2, 3, 2048, layer_277_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_277_convolution_requantize_data[] = { +0x6c,0xb1,0xd2,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_277_convolution_requantize, 4, 1, 4, layer_277_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_280_convolution_bias_data[] = { -0xe3,0x1e,0x8f,0x36,0x91,0xfb,0xf2,0x31,0xba,0x00,0x1b,0x30,0xe4,0x00,0x2a,0x06,0x35,0xe5,0xf6,0x05,0x7b,0x02,0x2b,0xfb,0x30,0x00,0x9b,0x00,0xe4,0x03,0x04,0xfe, -0xa2,0xff,0xb5,0x0c,0xcd,0xff,0x2b,0x09,0x36,0x2a,0xd8,0x19,0x06,0x01,0xdb,0xf7,0x9b,0x05,0xf3,0xff,0x15,0x05,0xd6,0x01,0x9d,0x29,0x5c,0x03,0xb9,0x09,0xae,0x03, -}; -DEFINE_TENSOR(layer_280_convolution_bias, 64, layer_280_convolution_bias_data, 1.000000) +0xe3,0x1e,0x00,0x00,0x8f,0x36,0x00,0x00,0x91,0xfb,0xff,0xff,0xf2,0x31,0x00,0x00,0xba,0x00,0x00,0x00,0x1b,0x30,0x00,0x00,0xe4,0x00,0x00,0x00,0x2a,0x06,0x00,0x00, +0x35,0xe5,0xff,0xff,0xf6,0x05,0x00,0x00,0x7b,0x02,0x00,0x00,0x2b,0xfb,0xff,0xff,0x30,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,0xe4,0x03,0x00,0x00,0x04,0xfe,0xff,0xff, +0xa2,0xff,0xff,0xff,0xb5,0x0c,0x00,0x00,0xcd,0xff,0xff,0xff,0x2b,0x09,0x00,0x00,0x36,0x2a,0x00,0x00,0xd8,0x19,0x00,0x00,0x06,0x01,0x00,0x00,0xdb,0xf7,0xff,0xff, +0x9b,0x05,0x00,0x00,0xf3,0xff,0xff,0xff,0x15,0x05,0x00,0x00,0xd6,0x01,0x00,0x00,0x9d,0x29,0x00,0x00,0x5c,0x03,0x00,0x00,0xb9,0x09,0x00,0x00,0xae,0x03,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_280_convolution_bias, 4, 4, 128, layer_280_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_280_convolution_filters_data[] = { 0x9e,0x3a,0xe5,0x2c,0x9d,0xd7,0xb4,0x47,0x9c,0xef,0x66,0xa5,0x1a,0x06,0xf5,0xbf,0x21,0xcc,0x0e,0xe8,0x57,0xe0,0x58,0xf2,0x96,0xf4,0x23,0xc9,0xc5,0xd4,0xc6,0xfe, @@ -330,16 +446,34 @@ static const unsigned char layer_280_convolution_filters_data[] = { 0x4c,0x34,0xc7,0x61,0xb0,0x37,0x6a,0x14,0x75,0x20,0x4d,0x06,0x57,0x30,0x0f,0x4f,0x47,0x2b,0xee,0x1f,0x59,0x3b,0xee,0x22,0x47,0xe5,0x6b,0xd4,0xc8,0xd9,0x84,0xd6, 0xca,0xc1,0xd5,0xd2,0xb3,0xe7,0xd7,0xd2,0x00,0xf9,0xfd,0x18,0xa2,0x21,0xb9,0x0e,0xdd,0x2a,0xda,0x2e,0x8a,0x0a,0x47,0x16,0x8b,0x16,0x7e,0xfd,0x07,0x00,0x62,0xfa, 0x04,0xf3,0x62,0x21,0x85,0x4e,0x48,0x3f,0xd9,0xdb,0x3e,0xcd,0x54,0xd4,0xb8,0x1c,0x88,0x02,0xe4,0xeb,0xa9,0x38,0x07,0x26,0xac,0xf2,0x65,0x1b,0x4d,0x26,0x0d,0x0a, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_280_convolution_filters, 576, layer_280_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_280_convolution_filters, 2, 3, 576, layer_280_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_280_convolution_requantize_data[] = { +0xc5,0x05,0x19,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_280_convolution_requantize, 4, 1, 4, layer_280_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_283_convolution_bias_data[] = { -0x36,0xf6,0x54,0x11,0xc0,0xf4,0xe4,0x0c,0xb2,0x09,0xc1,0x0e,0x0b,0x19,0xb0,0x04,0x94,0x16,0x7e,0xfe,0x66,0x19,0x28,0x1b,0x41,0x06,0x93,0x1c,0x0c,0x17,0x5c,0xef, -0x08,0xfd,0xa3,0xfc,0x9e,0x13,0xa5,0xe8,0x5b,0x23,0xc9,0x2b,0xdc,0x0e,0xb1,0x0d,0x3c,0xff,0xc7,0x0e,0xcc,0xff,0x7d,0xf9,0x03,0x0c,0x7a,0x07,0x14,0xdf,0xa7,0xf7, -0xfb,0x07,0x9f,0x17,0x9d,0x05,0x95,0x27,0xa2,0xfa,0x85,0xea,0xb5,0x0f,0xcd,0x01,0xb4,0x0d,0xb1,0x12,0xa4,0xe5,0x09,0xff,0x5f,0x0d,0xb3,0x03,0x07,0x1a,0xca,0x06, -0x5b,0x0d,0x70,0x05,0xb3,0x10,0x0f,0x04,0xae,0x0c,0xcb,0xf7,0xc7,0x0f,0xee,0x04,0x2d,0x0a,0x80,0x0b,0x32,0xfa,0x7a,0x10,0x69,0x05,0x79,0x0f,0xc0,0x0b,0xe7,0xfc, -}; -DEFINE_TENSOR(layer_283_convolution_bias, 128, layer_283_convolution_bias_data, 1.000000) +0x36,0xf6,0xff,0xff,0x54,0x11,0x00,0x00,0xc0,0xf4,0xff,0xff,0xe4,0x0c,0x00,0x00,0xb2,0x09,0x00,0x00,0xc1,0x0e,0x00,0x00,0x0b,0x19,0x00,0x00,0xb0,0x04,0x00,0x00, +0x94,0x16,0x00,0x00,0x7e,0xfe,0xff,0xff,0x66,0x19,0x00,0x00,0x28,0x1b,0x00,0x00,0x41,0x06,0x00,0x00,0x93,0x1c,0x00,0x00,0x0c,0x17,0x00,0x00,0x5c,0xef,0xff,0xff, +0x08,0xfd,0xff,0xff,0xa3,0xfc,0xff,0xff,0x9e,0x13,0x00,0x00,0xa5,0xe8,0xff,0xff,0x5b,0x23,0x00,0x00,0xc9,0x2b,0x00,0x00,0xdc,0x0e,0x00,0x00,0xb1,0x0d,0x00,0x00, +0x3c,0xff,0xff,0xff,0xc7,0x0e,0x00,0x00,0xcc,0xff,0xff,0xff,0x7d,0xf9,0xff,0xff,0x03,0x0c,0x00,0x00,0x7a,0x07,0x00,0x00,0x14,0xdf,0xff,0xff,0xa7,0xf7,0xff,0xff, +0xfb,0x07,0x00,0x00,0x9f,0x17,0x00,0x00,0x9d,0x05,0x00,0x00,0x95,0x27,0x00,0x00,0xa2,0xfa,0xff,0xff,0x85,0xea,0xff,0xff,0xb5,0x0f,0x00,0x00,0xcd,0x01,0x00,0x00, +0xb4,0x0d,0x00,0x00,0xb1,0x12,0x00,0x00,0xa4,0xe5,0xff,0xff,0x09,0xff,0xff,0xff,0x5f,0x0d,0x00,0x00,0xb3,0x03,0x00,0x00,0x07,0x1a,0x00,0x00,0xca,0x06,0x00,0x00, +0x5b,0x0d,0x00,0x00,0x70,0x05,0x00,0x00,0xb3,0x10,0x00,0x00,0x0f,0x04,0x00,0x00,0xae,0x0c,0x00,0x00,0xcb,0xf7,0xff,0xff,0xc7,0x0f,0x00,0x00,0xee,0x04,0x00,0x00, +0x2d,0x0a,0x00,0x00,0x80,0x0b,0x00,0x00,0x32,0xfa,0xff,0xff,0x7a,0x10,0x00,0x00,0x69,0x05,0x00,0x00,0x79,0x0f,0x00,0x00,0xc0,0x0b,0x00,0x00,0xe7,0xfc,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_283_convolution_bias, 4, 4, 256, layer_283_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_283_convolution_filters_data[] = { 0xbb,0xec,0x4f,0xfa,0x51,0xe2,0x9a,0x00,0x05,0xf7,0x3b,0xef,0xc8,0xf1,0x6a,0xec,0x70,0xf5,0xc8,0x51,0x83,0xe4,0x58,0xe6,0x1e,0x35,0x74,0xff,0xb6,0x04,0xe5,0xf6, @@ -470,16 +604,34 @@ static const unsigned char layer_283_convolution_filters_data[] = { 0x14,0xfb,0xa2,0xf3,0xba,0xd4,0x2d,0x2e,0x40,0xf5,0xf1,0xfb,0xde,0x1b,0xd2,0x12,0x1c,0x0f,0xa5,0xf2,0x33,0x2b,0xf6,0xff,0x5d,0xf8,0x27,0xfe,0xb2,0xfa,0x35,0x09, 0xfb,0xfb,0x67,0x11,0xca,0x02,0x61,0x11,0xdb,0xfa,0x86,0x12,0x7d,0x13,0x73,0x02,0x69,0xfd,0xf6,0xff,0xa7,0x07,0x9b,0x0b,0xd8,0x03,0x1a,0x11,0xb4,0x13,0x5a,0x0e, 0x77,0x1c,0xa9,0xf4,0x13,0x16,0xd5,0xfa,0xaa,0x00,0x37,0x01,0xf0,0xf7,0xe5,0xe3,0xb2,0x1f,0x1a,0xf7,0x73,0xfe,0xde,0xed,0x3d,0xf7,0x0c,0xed,0x9b,0xff,0xb4,0xfe, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_283_convolution_filters, 4096, layer_283_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_283_convolution_filters, 2, 3, 4096, layer_283_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_283_convolution_requantize_data[] = { +0x39,0xca,0xdf,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_283_convolution_requantize, 4, 1, 4, layer_283_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_286_convolution_bias_data[] = { -0x7a,0xfd,0xdc,0x1c,0x8b,0xfc,0xd5,0x00,0x53,0xfb,0x00,0x07,0x10,0x06,0xb4,0x03,0x16,0xff,0xc0,0x04,0x39,0x19,0x8b,0x0f,0xac,0x01,0x5e,0xf3,0x2b,0xf7,0xf5,0xff, -0xc5,0xfa,0x80,0xff,0xd8,0xfe,0xad,0x04,0x2b,0x00,0xb9,0xfb,0xe3,0x1f,0x93,0x02,0x2f,0xf4,0x90,0xff,0x44,0xfb,0x9d,0xfa,0x7a,0x07,0xf0,0x0b,0xc0,0xf7,0xe8,0x06, -0x30,0x04,0xd1,0xf5,0x95,0xe1,0xd2,0xfe,0xe5,0x03,0x23,0x02,0x9f,0x09,0xa9,0xff,0x32,0xef,0xca,0xff,0x99,0xfe,0x85,0xff,0xc1,0xfd,0xe2,0x07,0xdd,0x15,0x2e,0xfe, -0x15,0xf9,0xad,0xff,0x64,0x04,0x73,0x00,0x26,0x00,0x1a,0xf7,0x01,0xfc,0xf6,0x27,0x97,0xfd,0x85,0x0f,0xf8,0x0a,0x49,0xf6,0x64,0x06,0xd8,0xf8,0x0d,0xfe,0x35,0x01, -}; -DEFINE_TENSOR(layer_286_convolution_bias, 128, layer_286_convolution_bias_data, 1.000000) +0x7a,0xfd,0xff,0xff,0xdc,0x1c,0x00,0x00,0x8b,0xfc,0xff,0xff,0xd5,0x00,0x00,0x00,0x53,0xfb,0xff,0xff,0x00,0x07,0x00,0x00,0x10,0x06,0x00,0x00,0xb4,0x03,0x00,0x00, +0x16,0xff,0xff,0xff,0xc0,0x04,0x00,0x00,0x39,0x19,0x00,0x00,0x8b,0x0f,0x00,0x00,0xac,0x01,0x00,0x00,0x5e,0xf3,0xff,0xff,0x2b,0xf7,0xff,0xff,0xf5,0xff,0xff,0xff, +0xc5,0xfa,0xff,0xff,0x80,0xff,0xff,0xff,0xd8,0xfe,0xff,0xff,0xad,0x04,0x00,0x00,0x2b,0x00,0x00,0x00,0xb9,0xfb,0xff,0xff,0xe3,0x1f,0x00,0x00,0x93,0x02,0x00,0x00, +0x2f,0xf4,0xff,0xff,0x90,0xff,0xff,0xff,0x44,0xfb,0xff,0xff,0x9d,0xfa,0xff,0xff,0x7a,0x07,0x00,0x00,0xf0,0x0b,0x00,0x00,0xc0,0xf7,0xff,0xff,0xe8,0x06,0x00,0x00, +0x30,0x04,0x00,0x00,0xd1,0xf5,0xff,0xff,0x95,0xe1,0xff,0xff,0xd2,0xfe,0xff,0xff,0xe5,0x03,0x00,0x00,0x23,0x02,0x00,0x00,0x9f,0x09,0x00,0x00,0xa9,0xff,0xff,0xff, +0x32,0xef,0xff,0xff,0xca,0xff,0xff,0xff,0x99,0xfe,0xff,0xff,0x85,0xff,0xff,0xff,0xc1,0xfd,0xff,0xff,0xe2,0x07,0x00,0x00,0xdd,0x15,0x00,0x00,0x2e,0xfe,0xff,0xff, +0x15,0xf9,0xff,0xff,0xad,0xff,0xff,0xff,0x64,0x04,0x00,0x00,0x73,0x00,0x00,0x00,0x26,0x00,0x00,0x00,0x1a,0xf7,0xff,0xff,0x01,0xfc,0xff,0xff,0xf6,0x27,0x00,0x00, +0x97,0xfd,0xff,0xff,0x85,0x0f,0x00,0x00,0xf8,0x0a,0x00,0x00,0x49,0xf6,0xff,0xff,0x64,0x06,0x00,0x00,0xd8,0xf8,0xff,0xff,0x0d,0xfe,0xff,0xff,0x35,0x01,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_286_convolution_bias, 4, 4, 256, layer_286_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_286_convolution_filters_data[] = { 0x2d,0x01,0xb4,0xf9,0x03,0x04,0x89,0xfe,0xa1,0x37,0x6d,0x06,0xc2,0x00,0x61,0xfb,0x38,0x02,0x7c,0xe7,0xd2,0xf1,0x97,0xf2,0x1b,0xe9,0xf9,0xdb,0xef,0xf0,0x0f,0xfe, @@ -518,16 +670,34 @@ static const unsigned char layer_286_convolution_filters_data[] = { 0xee,0xe7,0x66,0x03,0xe3,0x2c,0x9e,0x03,0x9c,0xe0,0x3a,0xef,0xb4,0x0f,0xa2,0x6c,0xc0,0x37,0x22,0xf4,0x8f,0xca,0x18,0xe9,0xfe,0x02,0xd3,0xe8,0x17,0x11,0x2f,0xc4, 0xdf,0xbc,0x56,0x2c,0x6f,0xc4,0x33,0x4e,0x06,0x3c,0x24,0x0b,0x71,0x16,0xa8,0xf4,0x96,0xff,0x20,0x55,0xc8,0xe5,0xa1,0x0a,0x31,0xfd,0x1b,0xec,0xa3,0xf8,0x9f,0x0e, 0xa7,0xff,0x41,0xfc,0xd5,0xf8,0x38,0x05,0x57,0xfb,0x2d,0x49,0x29,0xf3,0x93,0xf7,0x2a,0xcd,0x5a,0xdb,0x04,0xec,0x06,0x51,0xca,0x01,0x74,0x12,0x77,0x25,0xb8,0x12, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_286_convolution_filters, 1152, layer_286_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_286_convolution_filters, 2, 3, 1152, layer_286_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_286_convolution_requantize_data[] = { +0x55,0x20,0x89,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_286_convolution_requantize, 4, 1, 4, layer_286_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_289_convolution_bias_data[] = { -0xd1,0xee,0xd1,0x0a,0x4b,0xf0,0x5c,0x0a,0x00,0xed,0xb2,0xf0,0x1c,0xf2,0xd9,0x0f,0xb4,0x01,0x04,0xf5,0x67,0x13,0x64,0x05,0x5e,0x04,0x0a,0x08,0xa9,0xf1,0x7f,0xf8, -0xe0,0xf0,0xb7,0x01,0x1d,0x0f,0x0c,0xfd,0x5f,0xfb,0xf7,0x09,0x20,0x18,0x7a,0x0c,0xbd,0x05,0x27,0x01,0x92,0xff,0x12,0x11,0xc5,0x0c,0x2a,0x16,0x3d,0x19,0xb5,0x09, -0xb0,0xff,0x54,0xf5,0x81,0x07,0x9c,0x00,0xc6,0x03,0x3c,0x0c,0x43,0x01,0xdc,0xe6,0x2d,0x0f,0xfe,0x07,0x6f,0x0c,0x75,0x02,0x09,0xf7,0x8e,0x0a,0x4e,0x0c,0xdd,0x0d, -0xa6,0x11,0xb6,0xfc,0x0f,0xfa,0xde,0x0c,0xd9,0xfe,0xe4,0x14,0x63,0xfc,0xec,0x0c,0xbc,0xf7,0xa4,0xf2,0x25,0xff,0xf2,0xff,0xd2,0x06,0x21,0xee,0x99,0xfd,0xaf,0x09, -}; -DEFINE_TENSOR(layer_289_convolution_bias, 128, layer_289_convolution_bias_data, 1.000000) +0xd1,0xee,0xff,0xff,0xd1,0x0a,0x00,0x00,0x4b,0xf0,0xff,0xff,0x5c,0x0a,0x00,0x00,0x00,0xed,0xff,0xff,0xb2,0xf0,0xff,0xff,0x1c,0xf2,0xff,0xff,0xd9,0x0f,0x00,0x00, +0xb4,0x01,0x00,0x00,0x04,0xf5,0xff,0xff,0x67,0x13,0x00,0x00,0x64,0x05,0x00,0x00,0x5e,0x04,0x00,0x00,0x0a,0x08,0x00,0x00,0xa9,0xf1,0xff,0xff,0x7f,0xf8,0xff,0xff, +0xe0,0xf0,0xff,0xff,0xb7,0x01,0x00,0x00,0x1d,0x0f,0x00,0x00,0x0c,0xfd,0xff,0xff,0x5f,0xfb,0xff,0xff,0xf7,0x09,0x00,0x00,0x20,0x18,0x00,0x00,0x7a,0x0c,0x00,0x00, +0xbd,0x05,0x00,0x00,0x27,0x01,0x00,0x00,0x92,0xff,0xff,0xff,0x12,0x11,0x00,0x00,0xc5,0x0c,0x00,0x00,0x2a,0x16,0x00,0x00,0x3d,0x19,0x00,0x00,0xb5,0x09,0x00,0x00, +0xb0,0xff,0xff,0xff,0x54,0xf5,0xff,0xff,0x81,0x07,0x00,0x00,0x9c,0x00,0x00,0x00,0xc6,0x03,0x00,0x00,0x3c,0x0c,0x00,0x00,0x43,0x01,0x00,0x00,0xdc,0xe6,0xff,0xff, +0x2d,0x0f,0x00,0x00,0xfe,0x07,0x00,0x00,0x6f,0x0c,0x00,0x00,0x75,0x02,0x00,0x00,0x09,0xf7,0xff,0xff,0x8e,0x0a,0x00,0x00,0x4e,0x0c,0x00,0x00,0xdd,0x0d,0x00,0x00, +0xa6,0x11,0x00,0x00,0xb6,0xfc,0xff,0xff,0x0f,0xfa,0xff,0xff,0xde,0x0c,0x00,0x00,0xd9,0xfe,0xff,0xff,0xe4,0x14,0x00,0x00,0x63,0xfc,0xff,0xff,0xec,0x0c,0x00,0x00, +0xbc,0xf7,0xff,0xff,0xa4,0xf2,0xff,0xff,0x25,0xff,0xff,0xff,0xf2,0xff,0xff,0xff,0xd2,0x06,0x00,0x00,0x21,0xee,0xff,0xff,0x99,0xfd,0xff,0xff,0xaf,0x09,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_289_convolution_bias, 4, 4, 256, layer_289_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_289_convolution_filters_data[] = { 0xd6,0x0c,0x40,0xef,0x84,0x10,0x97,0x22,0x5a,0xfe,0x8e,0x19,0x8d,0xe8,0xfa,0x0c,0xc1,0xdf,0x83,0xf2,0xb3,0x16,0xd5,0x02,0x15,0x3e,0xe9,0xf4,0xc9,0x02,0x15,0xf4, @@ -786,16 +956,34 @@ static const unsigned char layer_289_convolution_filters_data[] = { 0xcb,0xf5,0x92,0x0b,0xd2,0x00,0x8d,0xfb,0x67,0x0d,0x79,0x04,0x24,0x00,0xff,0xe1,0x0b,0x0e,0xb7,0xfe,0xa3,0xfd,0xea,0xe3,0xeb,0xef,0xb3,0x05,0x49,0xf7,0xed,0xf7, 0x85,0xec,0x52,0x09,0x00,0xde,0xe4,0x03,0xe0,0x0f,0x1b,0xe5,0x28,0x15,0x92,0xfe,0x93,0xea,0xc1,0x15,0xbd,0xfb,0x63,0xfe,0x6e,0x20,0x1c,0xff,0x7a,0xfe,0x1d,0xf9, 0x29,0xf8,0x80,0xe4,0xb4,0x05,0xd8,0xee,0xba,0x0e,0xcd,0x0c,0x65,0x19,0xcd,0x22,0x06,0x0e,0x0f,0x20,0xff,0xff,0xd9,0xf4,0xa8,0xf9,0xe6,0x06,0x74,0xfd,0xac,0x15, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_289_convolution_filters, 8192, layer_289_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_289_convolution_filters, 2, 3, 8192, layer_289_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_289_convolution_requantize_data[] = { +0xe8,0xf6,0xcd,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_289_convolution_requantize, 4, 1, 4, layer_289_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_292_convolution_bias_data[] = { -0x04,0x13,0xd0,0xfa,0x17,0xfa,0xe3,0x18,0x6b,0x0c,0xd5,0xff,0xb7,0xf6,0xe5,0x01,0xd1,0xf8,0xc2,0xfe,0x26,0xf7,0xcc,0xf7,0xc1,0xfc,0x9f,0x17,0xc8,0x0f,0x20,0xfa, -0x3e,0xff,0xff,0xf9,0x63,0x11,0x98,0xf9,0xc9,0xff,0xe2,0xfa,0x8d,0x05,0x03,0xfc,0x70,0xfd,0xd3,0x07,0x13,0xfc,0x9a,0x00,0x17,0xfe,0x0d,0x01,0x1f,0xfc,0xe9,0xff, -0x23,0xfa,0xd7,0xfb,0xff,0xfc,0xb3,0xfd,0xb9,0x0e,0x7e,0x01,0x20,0x15,0x71,0x09,0xb9,0x09,0xd5,0x00,0x82,0x04,0x5a,0x14,0xcd,0xff,0xa1,0xf1,0x68,0x00,0x94,0xf9, -0x9c,0xfc,0xfd,0xfa,0x62,0xf6,0xc9,0xf7,0xc3,0xf5,0x4d,0x1e,0x0d,0xf4,0x05,0xfa,0x4e,0xfb,0x67,0x01,0xdb,0xff,0x3e,0xfc,0xef,0x14,0x27,0xfd,0x79,0xfd,0xfb,0xfe, -}; -DEFINE_TENSOR(layer_292_convolution_bias, 128, layer_292_convolution_bias_data, 1.000000) +0x04,0x13,0x00,0x00,0xd0,0xfa,0xff,0xff,0x17,0xfa,0xff,0xff,0xe3,0x18,0x00,0x00,0x6b,0x0c,0x00,0x00,0xd5,0xff,0xff,0xff,0xb7,0xf6,0xff,0xff,0xe5,0x01,0x00,0x00, +0xd1,0xf8,0xff,0xff,0xc2,0xfe,0xff,0xff,0x26,0xf7,0xff,0xff,0xcc,0xf7,0xff,0xff,0xc1,0xfc,0xff,0xff,0x9f,0x17,0x00,0x00,0xc8,0x0f,0x00,0x00,0x20,0xfa,0xff,0xff, +0x3e,0xff,0xff,0xff,0xff,0xf9,0xff,0xff,0x63,0x11,0x00,0x00,0x98,0xf9,0xff,0xff,0xc9,0xff,0xff,0xff,0xe2,0xfa,0xff,0xff,0x8d,0x05,0x00,0x00,0x03,0xfc,0xff,0xff, +0x70,0xfd,0xff,0xff,0xd3,0x07,0x00,0x00,0x13,0xfc,0xff,0xff,0x9a,0x00,0x00,0x00,0x17,0xfe,0xff,0xff,0x0d,0x01,0x00,0x00,0x1f,0xfc,0xff,0xff,0xe9,0xff,0xff,0xff, +0x23,0xfa,0xff,0xff,0xd7,0xfb,0xff,0xff,0xff,0xfc,0xff,0xff,0xb3,0xfd,0xff,0xff,0xb9,0x0e,0x00,0x00,0x7e,0x01,0x00,0x00,0x20,0x15,0x00,0x00,0x71,0x09,0x00,0x00, +0xb9,0x09,0x00,0x00,0xd5,0x00,0x00,0x00,0x82,0x04,0x00,0x00,0x5a,0x14,0x00,0x00,0xcd,0xff,0xff,0xff,0xa1,0xf1,0xff,0xff,0x68,0x00,0x00,0x00,0x94,0xf9,0xff,0xff, +0x9c,0xfc,0xff,0xff,0xfd,0xfa,0xff,0xff,0x62,0xf6,0xff,0xff,0xc9,0xf7,0xff,0xff,0xc3,0xf5,0xff,0xff,0x4d,0x1e,0x00,0x00,0x0d,0xf4,0xff,0xff,0x05,0xfa,0xff,0xff, +0x4e,0xfb,0xff,0xff,0x67,0x01,0x00,0x00,0xdb,0xff,0xff,0xff,0x3e,0xfc,0xff,0xff,0xef,0x14,0x00,0x00,0x27,0xfd,0xff,0xff,0x79,0xfd,0xff,0xff,0xfb,0xfe,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_292_convolution_bias, 4, 4, 256, layer_292_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_292_convolution_filters_data[] = { 0x08,0xe4,0xaa,0xeb,0xa4,0xd8,0x09,0xf0,0xd7,0xec,0xa5,0xf0,0xa3,0xf4,0x46,0xec,0x84,0xef,0x19,0xf5,0x96,0xed,0xd6,0xff,0x4b,0x0d,0x05,0x21,0x09,0x21,0x31,0x1a, @@ -834,16 +1022,34 @@ static const unsigned char layer_292_convolution_filters_data[] = { 0x00,0xea,0xfc,0xd8,0x97,0x0a,0xe4,0x1c,0xf6,0x69,0x3f,0x2e,0x94,0x08,0x40,0xea,0x97,0xf8,0x74,0xfb,0x3f,0xfd,0x9b,0xf7,0x75,0xea,0x9d,0xd1,0x67,0xd4,0x79,0xe9, 0xd8,0x0a,0x10,0x0f,0x6c,0xee,0x5b,0xf4,0x59,0xfd,0xf2,0xfd,0x56,0x15,0xe9,0x14,0x86,0x06,0x10,0x1f,0xdf,0x01,0x1f,0x0b,0x6b,0x21,0x44,0xf9,0x93,0x0f,0x63,0x4a, 0x37,0x46,0xe7,0xfa,0xd2,0xe9,0xf0,0x00,0x44,0xfd,0xd1,0xfa,0xbe,0xf7,0xb3,0xe7,0x21,0x22,0xf7,0x06,0xee,0xcb,0x26,0x59,0xef,0x19,0xcf,0xf5,0xad,0xd3,0x83,0xf7, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_292_convolution_filters, 1152, layer_292_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_292_convolution_filters, 2, 3, 1152, layer_292_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_292_convolution_requantize_data[] = { +0x7a,0x86,0x30,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_292_convolution_requantize, 4, 1, 4, layer_292_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_295_convolution_bias_data[] = { -0x50,0x02,0x0f,0xfe,0x30,0xfe,0xcd,0xfe,0xfb,0x28,0x0b,0x02,0x09,0x01,0xe5,0x06,0xd0,0xf9,0x7c,0xff,0x8d,0xf3,0xfe,0x06,0xb2,0x04,0xa1,0x0b,0xf4,0x0b,0x1c,0x03, -0x63,0x19,0xbe,0x17,0xf0,0x0c,0xf8,0x06,0xbd,0x1c,0xbe,0x06,0x0a,0x0d,0x76,0xff,0x39,0xec,0x6d,0x07,0x37,0x01,0x7d,0x05,0x0e,0x0e,0xb3,0x03,0x69,0x0e,0x48,0xff, -0x0f,0x0b,0xf0,0xfe,0x3b,0x07,0xd0,0x07,0xf5,0xfd,0x5b,0x05,0xb3,0x00,0xa9,0xf8,0xe6,0xfc,0x45,0x0d,0x5c,0xf4,0x3c,0x0f,0xda,0x0d,0xbc,0x04,0x9b,0x00,0xe4,0x0a, -0x2a,0x02,0x40,0xf5,0x84,0xfe,0x70,0xfd,0x08,0x18,0x6d,0x0f,0xcb,0xf2,0x27,0x1d,0x19,0xfa,0xad,0x17,0x01,0x01,0xca,0xf8,0x53,0x12,0xd3,0x0b,0xd1,0x0f,0xc2,0xe1, -}; -DEFINE_TENSOR(layer_295_convolution_bias, 128, layer_295_convolution_bias_data, 1.000000) +0x50,0x02,0x00,0x00,0x0f,0xfe,0xff,0xff,0x30,0xfe,0xff,0xff,0xcd,0xfe,0xff,0xff,0xfb,0x28,0x00,0x00,0x0b,0x02,0x00,0x00,0x09,0x01,0x00,0x00,0xe5,0x06,0x00,0x00, +0xd0,0xf9,0xff,0xff,0x7c,0xff,0xff,0xff,0x8d,0xf3,0xff,0xff,0xfe,0x06,0x00,0x00,0xb2,0x04,0x00,0x00,0xa1,0x0b,0x00,0x00,0xf4,0x0b,0x00,0x00,0x1c,0x03,0x00,0x00, +0x63,0x19,0x00,0x00,0xbe,0x17,0x00,0x00,0xf0,0x0c,0x00,0x00,0xf8,0x06,0x00,0x00,0xbd,0x1c,0x00,0x00,0xbe,0x06,0x00,0x00,0x0a,0x0d,0x00,0x00,0x76,0xff,0xff,0xff, +0x39,0xec,0xff,0xff,0x6d,0x07,0x00,0x00,0x37,0x01,0x00,0x00,0x7d,0x05,0x00,0x00,0x0e,0x0e,0x00,0x00,0xb3,0x03,0x00,0x00,0x69,0x0e,0x00,0x00,0x48,0xff,0xff,0xff, +0x0f,0x0b,0x00,0x00,0xf0,0xfe,0xff,0xff,0x3b,0x07,0x00,0x00,0xd0,0x07,0x00,0x00,0xf5,0xfd,0xff,0xff,0x5b,0x05,0x00,0x00,0xb3,0x00,0x00,0x00,0xa9,0xf8,0xff,0xff, +0xe6,0xfc,0xff,0xff,0x45,0x0d,0x00,0x00,0x5c,0xf4,0xff,0xff,0x3c,0x0f,0x00,0x00,0xda,0x0d,0x00,0x00,0xbc,0x04,0x00,0x00,0x9b,0x00,0x00,0x00,0xe4,0x0a,0x00,0x00, +0x2a,0x02,0x00,0x00,0x40,0xf5,0xff,0xff,0x84,0xfe,0xff,0xff,0x70,0xfd,0xff,0xff,0x08,0x18,0x00,0x00,0x6d,0x0f,0x00,0x00,0xcb,0xf2,0xff,0xff,0x27,0x1d,0x00,0x00, +0x19,0xfa,0xff,0xff,0xad,0x17,0x00,0x00,0x01,0x01,0x00,0x00,0xca,0xf8,0xff,0xff,0x53,0x12,0x00,0x00,0xd3,0x0b,0x00,0x00,0xd1,0x0f,0x00,0x00,0xc2,0xe1,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_295_convolution_bias, 4, 4, 256, layer_295_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_295_convolution_filters_data[] = { 0xdb,0xe7,0x62,0x43,0xd1,0x0b,0x21,0xfd,0x56,0xe2,0x73,0x12,0xda,0xf9,0xad,0x18,0x77,0xd7,0xd6,0x0f,0xc4,0xd7,0x26,0xf6,0x64,0xea,0x6d,0x0e,0xad,0xfc,0x3e,0xf8, @@ -1102,12 +1308,27 @@ static const unsigned char layer_295_convolution_filters_data[] = { 0xf8,0x0e,0xb7,0x23,0x10,0xf1,0xdf,0x04,0xb0,0x10,0xd5,0x06,0x70,0xf8,0x3b,0xf1,0x5b,0xf8,0x71,0x09,0xe5,0x29,0x31,0x06,0xc7,0xee,0x9e,0x09,0x85,0xf1,0xd1,0x14, 0x57,0x0a,0xe0,0x0b,0x9c,0x0e,0xb8,0x1a,0xf8,0x0f,0x94,0x1c,0x92,0xeb,0xf2,0x2b,0x42,0x25,0x72,0x0b,0x0e,0xfe,0x9e,0x25,0x07,0x02,0x1a,0x12,0x04,0xd8,0xa9,0x0a, 0x72,0x15,0x00,0x19,0xeb,0x17,0x80,0xf4,0x13,0x06,0x54,0xe1,0xe2,0xe5,0xe9,0xfe,0x6d,0x00,0xa7,0x0f,0xf0,0xd6,0xf9,0x16,0x07,0x08,0xf3,0x17,0x5a,0x13,0x50,0x14, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_295_convolution_filters, 8192, layer_295_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_295_convolution_filters, 2, 3, 8192, layer_295_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_295_convolution_requantize_data[] = { +0x11,0x08,0xd6,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_295_convolution_requantize, 4, 1, 4, layer_295_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_298_convolution_bias_data[] = { -0x97,0xed,0xbe,0xec,0x7e,0xfb,0xad,0xef,0xc6,0xf2,0xfc,0xfc,0xb6,0x04,0x85,0xf4,}; -DEFINE_TENSOR(layer_298_convolution_bias, 16, layer_298_convolution_bias_data, 1.000000) +0x97,0xed,0xff,0xff,0xbe,0xec,0xff,0xff,0x7e,0xfb,0xff,0xff,0xad,0xef,0xff,0xff,0xc6,0xf2,0xff,0xff,0xfc,0xfc,0xff,0xff,0xb6,0x04,0x00,0x00,0x85,0xf4,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_298_convolution_bias, 4, 4, 32, layer_298_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_298_convolution_filters_data[] = { 0x9b,0x48,0x6f,0x2d,0x3a,0x15,0x1a,0xc7,0x54,0x04,0xd8,0xe2,0x1a,0x09,0x92,0x14,0x38,0x4a,0x67,0xca,0xee,0x27,0x25,0x40,0xda,0xfa,0x29,0x3e,0x55,0x4f,0x0f,0x11, @@ -1142,246 +1363,291 @@ static const unsigned char layer_298_convolution_filters_data[] = { 0xe3,0xed,0xef,0x1e,0xa4,0xf5,0xdd,0x23,0xcc,0x13,0xb3,0xe8,0x76,0x15,0xe3,0xf7,0x37,0x02,0xaf,0x1f,0x04,0x07,0x91,0x05,0x91,0xcc,0x0a,0x1a,0xda,0xff,0xff,0x1e, 0x93,0xf6,0x14,0x08,0x29,0xe5,0xe1,0x0c,0xee,0xc2,0x4e,0xd5,0x8c,0x12,0x5b,0xd1,0x8b,0x09,0xb2,0x42,0x0f,0xc9,0x0e,0xc3,0x0f,0xf4,0xcf,0x32,0xac,0x16,0x90,0xf5, 0x9c,0xf2,0xb4,0x2b,0xd5,0xe4,0x46,0x1f,0x1e,0x23,0x61,0x0f,0x96,0x12,0x36,0x05,0x5b,0x0c,0xff,0x03,0xdd,0x22,0x48,0x03,0x30,0xf8,0x3e,0x01,0xdc,0x0b,0xeb,0x1f, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_298_convolution_filters, 1024, layer_298_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_298_convolution_filters, 2, 3, 1024, layer_298_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_298_convolution_requantize_data[] = { +0xa7,0x5b,0x98,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_298_convolution_requantize, 4, 1, 4, layer_298_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_300_convolution_bias_data[] = { -0x2e,0x03,0x80,0x02,0x77,0x0a,0x82,0xf5,0x5f,0xf4,0x63,0xff,0x26,0xfd,0xb3,0xef,0xf9,0x07,0x13,0xfd,0xb8,0x0d,0x38,0xfb,0xe0,0x08,0x4c,0x03,0x51,0xfd,0x0e,0xf4, -}; -DEFINE_TENSOR(layer_300_convolution_bias, 32, layer_300_convolution_bias_data, 1.000000) +0x2e,0x03,0x00,0x00,0x80,0x02,0x00,0x00,0x77,0x0a,0x00,0x00,0x82,0xf5,0xff,0xff,0x5f,0xf4,0xff,0xff,0x63,0xff,0xff,0xff,0x26,0xfd,0xff,0xff,0xb3,0xef,0xff,0xff, +0xf9,0x07,0x00,0x00,0x13,0xfd,0xff,0xff,0xb8,0x0d,0x00,0x00,0x38,0xfb,0xff,0xff,0xe0,0x08,0x00,0x00,0x4c,0x03,0x00,0x00,0x51,0xfd,0xff,0xff,0x0e,0xf4,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_300_convolution_bias, 4, 4, 64, layer_300_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_300_convolution_filters_data[] = { -0x0d,0xde,0x08,0x0f,0x27,0xb7,0xa3,0x19,0x6f,0xfe,0xce,0xd2,0x15,0xf3,0x22,0xf2,0xaa,0xec,0xf0,0xd9,0x96,0x06,0xdd,0xf1,0x31,0xcc,0x54,0xdb,0xcb,0x10,0xdd,0xe6, 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-DEFINE_TENSOR(layer_303_convolution_filters, 4608, layer_303_convolution_filters_data, 1.000000) +0x13,0xf3,0xb4,0xf9,0x7d,0xed,0x54,0x13,0xde,0xf5,0x17,0xfb,0x66,0x06,0x30,0xef,0x9d,0xfa,0xcc,0xeb,0xf8,0xf8,0x36,0xed,0x3e,0x08,0xce,0xf5,0xdf,0xf6,0x2f,0xff, +0x44,0xe7,0x61,0x13,0x8c,0x13,0x50,0x1f,0x08,0xe8,0x2b,0x45,0xa8,0xfe,0xab,0xe4,0xf9,0xe6,0xb7,0x17,0x9e,0x06,0x44,0x0a,0x55,0xff,0x28,0xe4,0x15,0x19,0x25,0xe8, +0xe1,0xf8,0x22,0x07,0x27,0xfa,0xda,0xfa,0x50,0xf3,0xdf,0xf2,0x45,0xf9,0xb3,0xdf,0x24,0x01,0xfa,0xf5,0xe3,0xfb,0xfc,0xfc,0xbf,0xff,0x5b,0xf0,0x3c,0x05,0x46,0x01, +0x26,0xf4,0x0d,0x05,0xee,0xf4,0xda,0xeb,0xc8,0xe5,0x8c,0x1b,0x8e,0xfd,0x3c,0x03,0x12,0x08,0x93,0xe2,0x5e,0xf7,0x81,0xe0,0x94,0xfa,0x63,0xfa,0x7a,0xee,0xf1,0x04, +0xb5,0x0b,0x8f,0xbb,0xad,0x46,0x56,0x0c,0xbc,0x49,0x9f,0x1b,0xe8,0x27,0x6b,0xf7,0x1a,0x0d,0x78,0x0b,0xb1,0xcc,0x48,0x0d,0xdc,0x12,0x1e,0x0d,0x40,0x27,0xf2,0xc7, 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+0x1e,0xff,0xff,0xff,0xb3,0x04,0x00,0x00,0x35,0x06,0x00,0x00,0xc3,0xf3,0xff,0xff,0x32,0xfc,0xff,0xff,0x44,0x00,0x00,0x00,0x2b,0x03,0x00,0x00,0x81,0x10,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_305_convolution_bias, 4, 4, 32, layer_305_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_305_convolution_filters_data[] = { 0x6e,0xfa,0xdb,0xec,0x2a,0xfc,0x26,0x31,0x00,0xc4,0x4a,0x34,0x78,0x1c,0x76,0x19,0x42,0xec,0x59,0xd6,0x43,0x25,0x64,0xef,0xe1,0x6b,0xb6,0xd8,0xed,0xd0,0xa6,0xd5, @@ -1416,246 +1682,291 @@ static const unsigned char layer_305_convolution_filters_data[] = { 0xfc,0xf8,0x64,0xd0,0x28,0xfd,0xa9,0x07,0x52,0x12,0x17,0xda,0x5d,0xe2,0xcd,0x1d,0x9e,0x99,0x78,0x1a,0x2e,0xef,0x78,0xf3,0xda,0x05,0x48,0xe1,0xec,0xf2,0xb1,0xc4, 0x5a,0x13,0xdf,0xd7,0x12,0xec,0xaf,0x0f,0x7c,0xdc,0xd8,0x20,0xc5,0xc2,0x98,0xf0,0x22,0x31,0x41,0x0b,0x24,0xc5,0xcd,0xa6,0x32,0x07,0xb5,0x1b,0xef,0x0b,0xb8,0xb1, 0x8d,0x9f,0x0f,0x2e,0x1f,0xe6,0x36,0x32,0xbc,0xea,0x00,0xea,0x8c,0xd4,0x2f,0xdc,0x1b,0xef,0xb4,0xf7,0x8b,0xd1,0xac,0xdd,0xde,0xee,0x9d,0x05,0x32,0xee,0x0f,0xad, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_305_convolution_filters, 1024, layer_305_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_305_convolution_filters, 2, 3, 1024, layer_305_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_305_convolution_requantize_data[] = { +0xed,0xfc,0x95,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_305_convolution_requantize, 4, 1, 4, layer_305_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_307_convolution_bias_data[] = { -0xd2,0xfd,0xed,0x01,0x51,0xff,0xfb,0xf9,0x73,0x04,0x3c,0x02,0x68,0xf9,0xe7,0xf6,0x0b,0x00,0xfe,0xff,0x58,0x01,0xa1,0x02,0xec,0x00,0x0f,0x02,0xdd,0xff,0x5b,0xff, -}; -DEFINE_TENSOR(layer_307_convolution_bias, 32, layer_307_convolution_bias_data, 1.000000) +0xd2,0xfd,0xff,0xff,0xed,0x01,0x00,0x00,0x51,0xff,0xff,0xff,0xfb,0xf9,0xff,0xff,0x73,0x04,0x00,0x00,0x3c,0x02,0x00,0x00,0x68,0xf9,0xff,0xff,0xe7,0xf6,0xff,0xff, +0x0b,0x00,0x00,0x00,0xfe,0xff,0xff,0xff,0x58,0x01,0x00,0x00,0xa1,0x02,0x00,0x00,0xec,0x00,0x00,0x00,0x0f,0x02,0x00,0x00,0xdd,0xff,0xff,0xff,0x5b,0xff,0xff,0xff, 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-DEFINE_TENSOR(layer_310_convolution_filters, 4608, layer_310_convolution_filters_data, 1.000000) +0x89,0x16,0xc6,0x12,0x92,0xff,0xce,0x04,0xf4,0xfa,0xc5,0xfb,0x8c,0xed,0x82,0xf6,0xa9,0xff,0x3f,0x03,0xd0,0xf7,0xe9,0xf2,0x9a,0xe9,0x50,0xfb,0x9e,0x0a,0x40,0xf4, +0x5c,0xf8,0x8c,0x0c,0x94,0x22,0xb3,0xe0,0xe4,0x17,0x7f,0xd3,0x7c,0xbe,0x7d,0xcc,0xfc,0xfd,0x3a,0xfa,0xb0,0x0c,0x7b,0xf0,0xf8,0xf2,0xb3,0x03,0x59,0x04,0x9a,0xe1, +0xd3,0xf6,0x6a,0xf2,0x71,0x06,0x69,0xf7,0xd3,0x0a,0xed,0xec,0x2b,0xe8,0x11,0xfc,0x1d,0xf3,0xcb,0xf0,0xf3,0xff,0x73,0x0f,0x67,0xf8,0x5e,0x0b,0x11,0xf3,0x03,0xfd, +0x36,0x1d,0x09,0xf2,0x7e,0xf5,0x0d,0xf2,0x96,0x17,0x7e,0xfe,0x5c,0xea,0x7d,0x04,0x78,0xf8,0x68,0x00,0x25,0x07,0x7d,0xf6,0xac,0x0a,0xa5,0x1e,0xee,0x0b,0x54,0x1b, +0x4f,0x29,0x49,0x58,0xeb,0xfe,0xb3,0x4e,0x32,0xea,0xc0,0xf6,0x72,0x13,0x54,0xea,0x0d,0x16,0xa5,0x3a,0x8b,0x09,0x40,0xbf,0xdb,0x10,0x2c,0xb8,0x16,0x12,0xc9,0xc3, 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0x2d,0x03,0x8a,0x2c,0x74,0x21,0xb9,0xf1,0xbd,0x53,0x17,0xbd,0x3f,0xe4,0xb4,0xfd,0xc2,0x02,0xbb,0x27,0x1c,0xf6,0x5b,0x05,0xd3,0xd1,0xfb,0x4d,0xf2,0x01,0x09,0xed, @@ -1690,348 +2001,411 @@ static const unsigned char layer_312_convolution_filters_data[] = { 0xf2,0x13,0xbd,0xe9,0xc4,0x1f,0xf2,0x06,0x56,0x56,0x67,0xf0,0x4a,0x15,0x41,0x3a,0x54,0xe9,0xc6,0x01,0xe4,0x3d,0x02,0x38,0x28,0x09,0xc0,0xf1,0x67,0xed,0x70,0x45, 0xb6,0xe7,0x24,0x1e,0xe7,0x06,0xb6,0xf3,0x0f,0x3a,0x67,0x3c,0xf4,0xbc,0x3c,0x0d,0x78,0x3f,0xf7,0xf6,0xea,0x5e,0xb8,0x44,0x86,0xed,0x4b,0xfd,0xf2,0x34,0xa6,0x0b, 0xaf,0xc8,0xb2,0x24,0x47,0xc9,0xba,0x14,0x63,0xef,0xeb,0xcf,0x36,0xfd,0xe6,0xf7,0x26,0x18,0xdd,0x09,0x92,0xc6,0x65,0xba,0xb5,0x3d,0xe7,0xdf,0x79,0x42,0x69,0x2e, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, 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-DEFINE_TENSOR(layer_317_convolution_filters, 3456, layer_317_convolution_filters_data, 1.000000) +0x34,0x0e,0x4a,0xf0,0xf4,0x06,0x81,0xed,0xc1,0x0f,0x39,0x42,0x9f,0xf6,0x08,0x15,0x2d,0xcb,0x41,0xfa,0x4b,0x0a,0x54,0x0e,0xb2,0xf2,0x6a,0xf6,0x99,0xe2,0x81,0x13, +0xb7,0x02,0xb1,0x19,0x92,0xfe,0x1f,0x1b,0x7e,0xd6,0x6f,0xfc,0x99,0xee,0x67,0x24,0x04,0x36,0xf6,0xff,0xe4,0xf5,0xae,0xf7,0xd3,0xf6,0xe6,0x77,0x7b,0xfa,0x14,0x07, +0xeb,0xee,0x7f,0xf8,0x2e,0xed,0x04,0x34,0x62,0x07,0xcd,0x11,0x7d,0xfd,0xd5,0xe6,0x61,0xfa,0x26,0x01,0xfb,0xea,0x1b,0xe9,0x10,0xe5,0x10,0xf9,0x74,0x17,0x66,0x0b, +0x79,0xeb,0x3a,0x12,0x83,0xd1,0x83,0xf6,0xdb,0xe6,0x88,0xe6,0x5c,0x0c,0x53,0xf9,0x35,0xdb,0x4b,0x01,0x04,0xea,0xd3,0x00,0x7b,0x0f,0x29,0x01,0x0b,0xea,0xc3,0x0b, +0xf1,0xe0,0x0c,0x23,0x3f,0x00,0x87,0xe6,0x62,0xfc,0x03,0xd9,0xa9,0x0e,0xa2,0x0e,0x65,0x23,0x7c,0x0a,0x8c,0x16,0x09,0x14,0x99,0xe1,0x87,0x3e,0xe6,0xdb,0xb5,0xf3, 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+DEFINE_TENSOR(layer_320_convolution_bias, 4, 4, 64, layer_320_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_320_convolution_filters_data[] = { -0x6e,0x08,0xbc,0x07,0x68,0x05,0xda,0x07,0x1c,0x95,0x1e,0xfa,0x5f,0xff,0x9c,0x10,0x94,0x0a,0xec,0xff,0xdf,0x24,0x37,0x02,0x60,0x03,0xce,0x05,0x87,0x07,0xcd,0x09, -0x6a,0xfe,0xec,0x01,0xb9,0x07,0x84,0x2a,0xf0,0x0f,0x60,0xfb,0x10,0xec,0x44,0xf0,0x27,0x08,0x59,0xe2,0x9f,0xe4,0x47,0x03,0x40,0x0b,0xe8,0xf0,0x00,0xf2,0x09,0xe7, -0xb2,0x0b,0x83,0x16,0x4b,0xf8,0x3d,0x17,0x00,0x20,0x73,0x09,0x5a,0xfb,0x1c,0x0a,0x17,0x38,0x49,0xef,0x18,0x16,0xff,0x0d,0xf3,0x10,0x95,0xff,0xbc,0xf0,0x20,0xf9, -0xd0,0xef,0xf8,0x9c,0x51,0xfd,0xcb,0x00,0x0f,0xce,0x37,0xfe,0xbf,0xfb,0x75,0x29,0xd2,0xfa,0x28,0x17,0x93,0x63,0x3a,0x00,0x30,0xeb,0xf2,0x08,0xbd,0x05,0xdf,0xea, -0x9a,0xf5,0x77,0xfb,0x30,0x0c,0x6f,0xfb,0x25,0xff,0x05,0x0d,0x3a,0x07,0xb2,0x10,0x97,0x02,0xfb,0x0a,0x67,0xee,0x59,0xf5,0x3b,0x00,0xd1,0xf0,0x35,0xe3,0xf5,0xd8, 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+0x22,0x53,0xc4,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_320_convolution_requantize, 4, 1, 4, layer_320_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_323_convolution_bias_data[] = { -0xfe,0xfd,0x58,0xfe,0xae,0x07,0x40,0x04,0x2e,0x00,0x7d,0xff,0x68,0x00,0xe7,0x00,0xbc,0x00,0x85,0x03,0x43,0x00,0x44,0x02,0xca,0x02,0xa6,0x02,0x60,0x02,0x98,0xff, -0x7a,0x01,0xcd,0x00,0x9a,0x01,0x65,0x02,0xc7,0x01,0x53,0x00,0xfe,0x00,0xdf,0x04,0xf4,0x00,0x06,0x00,0x9a,0xfc,0x75,0x05,0xc2,0xff,0xdf,0xfa,0xd4,0xff,0xf7,0x01, -0x84,0x00,0x55,0xff,0xa1,0x00,0x54,0x01,0xeb,0xff,0x01,0x04,0x46,0xfb,0xa8,0x01,0xf4,0x03,0xb0,0x03,0xb9,0x05,0x39,0x00,0x5b,0x00,0x12,0x07,0x34,0x04,0x4b,0x02, -0x3b,0x02,0x31,0xff,0x19,0x01,0xcb,0x00,0x9d,0x02,0x7a,0xfc,0x05,0x00,0x63,0xff,0x12,0x01,0x67,0x02,0x28,0xfd,0x71,0x01,0x9d,0x01,0xdd,0x03,0xc3,0x01,0xc6,0x03, -}; -DEFINE_TENSOR(layer_323_convolution_bias, 128, layer_323_convolution_bias_data, 1.000000) +0xfe,0xfd,0xff,0xff,0x58,0xfe,0xff,0xff,0xae,0x07,0x00,0x00,0x40,0x04,0x00,0x00,0x2e,0x00,0x00,0x00,0x7d,0xff,0xff,0xff,0x68,0x00,0x00,0x00,0xe7,0x00,0x00,0x00, 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+0x12,0x01,0x00,0x00,0x67,0x02,0x00,0x00,0x28,0xfd,0xff,0xff,0x71,0x01,0x00,0x00,0x9d,0x01,0x00,0x00,0xdd,0x03,0x00,0x00,0xc3,0x01,0x00,0x00,0xc6,0x03,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_323_convolution_bias, 4, 4, 256, layer_323_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_323_convolution_filters_data[] = { 0x5e,0xe3,0xd3,0xcd,0x6d,0x02,0x99,0xf5,0xa0,0xeb,0xbc,0xdb,0x84,0xf2,0x40,0x0c,0x23,0x25,0x55,0xee,0x6b,0xfd,0x21,0x16,0xe2,0xf4,0xd5,0xfd,0x17,0x0f,0xaf,0xd5, @@ -2226,16 +2600,34 @@ static const unsigned char layer_323_convolution_filters_data[] = { 0xf6,0xf6,0xb7,0x01,0xfc,0x20,0xdf,0xfc,0x1a,0xfc,0xd9,0x10,0x00,0xdd,0x7d,0x22,0xd8,0x0c,0xd3,0x16,0x25,0xfb,0x85,0x19,0x05,0x03,0x3d,0xfe,0x52,0x10,0x68,0x11, 0x28,0x06,0x13,0xf0,0xd9,0xfc,0x3b,0x10,0x79,0xfe,0xf3,0xf4,0xb7,0x04,0xa7,0x02,0xfe,0x00,0xc5,0x01,0x30,0x0a,0x5c,0xfc,0x84,0xef,0xef,0xff,0x99,0x14,0xe8,0xf2, 0xc3,0xf5,0xbe,0x10,0x40,0x01,0x74,0x10,0xc5,0x00,0x51,0x0d,0xb7,0x00,0x9f,0x03,0xe2,0x0c,0xca,0x0a,0x25,0x09,0xb0,0x01,0x93,0xfe,0xfe,0xfb,0x79,0xef,0x2e,0x07, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_323_convolution_filters, 6144, layer_323_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_323_convolution_filters, 2, 3, 6144, layer_323_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_323_convolution_requantize_data[] = { +0x19,0xdb,0xb3,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_323_convolution_requantize, 4, 1, 4, layer_323_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_325_convolution_bias_data[] = { -0xc2,0xfc,0x06,0xf8,0xd1,0x21,0x5f,0x1a,0xd1,0x0b,0xe4,0x05,0xc2,0xfb,0x59,0x02,0xc3,0x1a,0x7d,0x1c,0xa4,0x03,0x09,0x1c,0x05,0x0a,0xb3,0x0a,0x13,0x12,0x63,0x12, -0x44,0x16,0x37,0x0a,0x6f,0x0f,0x0e,0x13,0xc8,0xfe,0x5c,0x06,0x2f,0x0b,0x4e,0x1c,0x93,0x1d,0x5e,0x0b,0xe7,0x0c,0xad,0x1f,0xb3,0x00,0x5d,0xe4,0x89,0x0b,0xdf,0x11, -0x8c,0x03,0x39,0xf2,0xe4,0x08,0x21,0x11,0xfe,0xf7,0xc0,0x18,0xd6,0xf3,0xed,0x00,0xdc,0x1b,0xfe,0x10,0x91,0x1f,0x97,0x08,0x94,0x02,0xe4,0x1e,0x28,0x11,0xde,0x1b, -0x12,0x05,0x6d,0xf1,0x9e,0x10,0xdc,0x0d,0x85,0x03,0xf0,0x00,0x14,0x10,0x6b,0xeb,0x45,0x0d,0x35,0x0e,0xe0,0xfc,0x10,0x02,0xe9,0x0b,0xde,0x11,0x23,0x13,0xb4,0x17, -}; -DEFINE_TENSOR(layer_325_convolution_bias, 128, layer_325_convolution_bias_data, 1.000000) +0xc2,0xfc,0xff,0xff,0x06,0xf8,0xff,0xff,0xd1,0x21,0x00,0x00,0x5f,0x1a,0x00,0x00,0xd1,0x0b,0x00,0x00,0xe4,0x05,0x00,0x00,0xc2,0xfb,0xff,0xff,0x59,0x02,0x00,0x00, +0xc3,0x1a,0x00,0x00,0x7d,0x1c,0x00,0x00,0xa4,0x03,0x00,0x00,0x09,0x1c,0x00,0x00,0x05,0x0a,0x00,0x00,0xb3,0x0a,0x00,0x00,0x13,0x12,0x00,0x00,0x63,0x12,0x00,0x00, +0x44,0x16,0x00,0x00,0x37,0x0a,0x00,0x00,0x6f,0x0f,0x00,0x00,0x0e,0x13,0x00,0x00,0xc8,0xfe,0xff,0xff,0x5c,0x06,0x00,0x00,0x2f,0x0b,0x00,0x00,0x4e,0x1c,0x00,0x00, +0x93,0x1d,0x00,0x00,0x5e,0x0b,0x00,0x00,0xe7,0x0c,0x00,0x00,0xad,0x1f,0x00,0x00,0xb3,0x00,0x00,0x00,0x5d,0xe4,0xff,0xff,0x89,0x0b,0x00,0x00,0xdf,0x11,0x00,0x00, +0x8c,0x03,0x00,0x00,0x39,0xf2,0xff,0xff,0xe4,0x08,0x00,0x00,0x21,0x11,0x00,0x00,0xfe,0xf7,0xff,0xff,0xc0,0x18,0x00,0x00,0xd6,0xf3,0xff,0xff,0xed,0x00,0x00,0x00, +0xdc,0x1b,0x00,0x00,0xfe,0x10,0x00,0x00,0x91,0x1f,0x00,0x00,0x97,0x08,0x00,0x00,0x94,0x02,0x00,0x00,0xe4,0x1e,0x00,0x00,0x28,0x11,0x00,0x00,0xde,0x1b,0x00,0x00, +0x12,0x05,0x00,0x00,0x6d,0xf1,0xff,0xff,0x9e,0x10,0x00,0x00,0xdc,0x0d,0x00,0x00,0x85,0x03,0x00,0x00,0xf0,0x00,0x00,0x00,0x14,0x10,0x00,0x00,0x6b,0xeb,0xff,0xff, +0x45,0x0d,0x00,0x00,0x35,0x0e,0x00,0x00,0xe0,0xfc,0xff,0xff,0x10,0x02,0x00,0x00,0xe9,0x0b,0x00,0x00,0xde,0x11,0x00,0x00,0x23,0x13,0x00,0x00,0xb4,0x17,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_325_convolution_bias, 4, 4, 256, layer_325_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_325_convolution_filters_data[] = { 0xa4,0x07,0x34,0x38,0xd4,0x1c,0x35,0x03,0xac,0xe7,0xc4,0xf8,0x7e,0x0c,0x8a,0xfe,0x56,0x1d,0xbc,0x01,0x19,0x1d,0xc3,0x02,0x32,0x10,0x2f,0x09,0x4d,0x07,0x51,0x0d, @@ -2494,16 +2886,34 @@ static const unsigned char layer_325_convolution_filters_data[] = { 0x78,0xf8,0xfd,0x04,0xc6,0xe8,0x0a,0xfd,0xa8,0xe5,0x67,0x04,0xd3,0xfe,0xd5,0xfe,0x49,0xf8,0xec,0xfc,0x0d,0x08,0x97,0x09,0x5a,0xfb,0xc3,0x02,0xe6,0xfe,0xb8,0x00, 0xbf,0xfd,0x7b,0xf2,0xdb,0xf6,0xd1,0xf2,0xbe,0xf8,0xf2,0x0a,0xa0,0xee,0x21,0x00,0x25,0x05,0x74,0xe9,0xc3,0x07,0x3d,0xfb,0xeb,0xf8,0xaa,0x16,0x88,0xf2,0xbf,0xfb, 0x46,0x09,0xbb,0xfb,0x9f,0xff,0x4b,0x07,0x4a,0x0a,0x99,0xf4,0x4a,0xfb,0x6a,0xf3,0xba,0x06,0xc4,0xed,0x68,0x00,0xab,0x05,0x3f,0xf7,0xb9,0x02,0xbf,0xf6,0x8e,0x01, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_325_convolution_filters, 8192, layer_325_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_325_convolution_filters, 2, 3, 8192, layer_325_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_325_convolution_requantize_data[] = { +0xe4,0xaf,0x18,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_325_convolution_requantize, 4, 1, 4, layer_325_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_329_convolution_bias_data[] = { -0x39,0xfb,0xa1,0x05,0x82,0xec,0xd3,0x0d,0x88,0xfa,0x64,0xfd,0x4f,0xfa,0xad,0x0c,0x72,0xf9,0xa6,0xf6,0xcf,0xf9,0xb0,0x09,0x16,0xf7,0x32,0xfb,0x80,0x00,0xd5,0xfa, -0xc8,0xfb,0x7d,0x07,0xdf,0xf6,0x13,0x0c,0x23,0xf9,0x68,0x0b,0xb6,0xf9,0x72,0xf9,0xd4,0xf9,0x02,0xfb,0xae,0xfd,0x00,0x1c,0x95,0xf7,0xec,0x07,0x28,0xfb,0x8d,0xf9, -0x97,0xfb,0xc2,0x09,0xc4,0xfd,0x74,0x0a,0x66,0x07,0xab,0x0d,0x1f,0xfd,0x81,0xfb,0x1c,0xfc,0x3f,0xf5,0xc6,0xf1,0xa7,0xf9,0x5b,0xfd,0x4a,0x10,0xc8,0xf7,0x9a,0x0f, -0xec,0x11,0xc8,0xfb,0x8b,0xf9,0x63,0x06,0x52,0xfb,0x97,0xfb,0x92,0xf8,0x26,0xfd,0x46,0x0b,0x0f,0xf7,0x8e,0xfa,0x33,0xf4,0x00,0x11,0x35,0x07,0x02,0x07,0x47,0x0d, -}; -DEFINE_TENSOR(layer_329_convolution_bias, 128, layer_329_convolution_bias_data, 1.000000) +0x39,0xfb,0xff,0xff,0xa1,0x05,0x00,0x00,0x82,0xec,0xff,0xff,0xd3,0x0d,0x00,0x00,0x88,0xfa,0xff,0xff,0x64,0xfd,0xff,0xff,0x4f,0xfa,0xff,0xff,0xad,0x0c,0x00,0x00, +0x72,0xf9,0xff,0xff,0xa6,0xf6,0xff,0xff,0xcf,0xf9,0xff,0xff,0xb0,0x09,0x00,0x00,0x16,0xf7,0xff,0xff,0x32,0xfb,0xff,0xff,0x80,0x00,0x00,0x00,0xd5,0xfa,0xff,0xff, +0xc8,0xfb,0xff,0xff,0x7d,0x07,0x00,0x00,0xdf,0xf6,0xff,0xff,0x13,0x0c,0x00,0x00,0x23,0xf9,0xff,0xff,0x68,0x0b,0x00,0x00,0xb6,0xf9,0xff,0xff,0x72,0xf9,0xff,0xff, +0xd4,0xf9,0xff,0xff,0x02,0xfb,0xff,0xff,0xae,0xfd,0xff,0xff,0x00,0x1c,0x00,0x00,0x95,0xf7,0xff,0xff,0xec,0x07,0x00,0x00,0x28,0xfb,0xff,0xff,0x8d,0xf9,0xff,0xff, +0x97,0xfb,0xff,0xff,0xc2,0x09,0x00,0x00,0xc4,0xfd,0xff,0xff,0x74,0x0a,0x00,0x00,0x66,0x07,0x00,0x00,0xab,0x0d,0x00,0x00,0x1f,0xfd,0xff,0xff,0x81,0xfb,0xff,0xff, +0x1c,0xfc,0xff,0xff,0x3f,0xf5,0xff,0xff,0xc6,0xf1,0xff,0xff,0xa7,0xf9,0xff,0xff,0x5b,0xfd,0xff,0xff,0x4a,0x10,0x00,0x00,0xc8,0xf7,0xff,0xff,0x9a,0x0f,0x00,0x00, +0xec,0x11,0x00,0x00,0xc8,0xfb,0xff,0xff,0x8b,0xf9,0xff,0xff,0x63,0x06,0x00,0x00,0x52,0xfb,0xff,0xff,0x97,0xfb,0xff,0xff,0x92,0xf8,0xff,0xff,0x26,0xfd,0xff,0xff, +0x46,0x0b,0x00,0x00,0x0f,0xf7,0xff,0xff,0x8e,0xfa,0xff,0xff,0x33,0xf4,0xff,0xff,0x00,0x11,0x00,0x00,0x35,0x07,0x00,0x00,0x02,0x07,0x00,0x00,0x47,0x0d,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_329_convolution_bias, 4, 4, 256, layer_329_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_329_convolution_filters_data[] = { 0x6c,0x31,0xd4,0x26,0x30,0xf0,0x6a,0x43,0xcd,0x41,0x28,0x09,0x2a,0x34,0x47,0x26,0x33,0x1f,0xf4,0xd2,0x1c,0xec,0xf5,0xe2,0x07,0xba,0x4e,0xe2,0xf6,0xc1,0xe0,0x18, @@ -2542,20 +2952,42 @@ static const unsigned char layer_329_convolution_filters_data[] = { 0x3c,0x4c,0x35,0x48,0x40,0x1f,0x77,0x16,0xd7,0x0c,0x77,0x1d,0xf5,0x10,0xda,0x37,0xea,0x25,0xb2,0x38,0xfa,0x2f,0x86,0x25,0x14,0xf8,0x73,0xe5,0x43,0xdb,0xef,0xdd, 0x80,0xdd,0xcc,0xe0,0xe0,0xe1,0x88,0xd6,0xe8,0xe5,0x30,0x05,0x16,0xd1,0x9f,0xbf,0xf8,0xe1,0x28,0xe2,0x55,0xfa,0xf2,0xde,0xac,0xfe,0xae,0x4f,0xf2,0xdd,0x4d,0xd1, 0xc2,0xd8,0x4f,0x16,0xc9,0xe1,0xe6,0x08,0xb8,0x16,0xfb,0xe2,0xa4,0xc5,0xee,0xf2,0x33,0xd3,0x8b,0xee,0x5b,0xc4,0xf6,0x0e,0x76,0xf6,0x28,0xd0,0x67,0xe1,0x77,0xf5, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_329_convolution_filters, 1152, layer_329_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_329_convolution_filters, 2, 3, 1152, layer_329_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_329_convolution_requantize_data[] = { +0xc7,0x65,0xcd,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_329_convolution_requantize, 4, 1, 4, layer_329_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_332_convolution_bias_data[] = { -0xa3,0xff,0xae,0xf6,0x65,0xfe,0xca,0x00,0x1a,0x00,0x34,0xfb,0xbd,0x00,0x2e,0xfb,0x5d,0x0b,0xa3,0xfd,0x5e,0xf9,0x44,0x06,0x3c,0xf5,0x0d,0x01,0x39,0xfe,0xdd,0xf8, -0xdd,0x0d,0x0f,0x01,0x52,0xfd,0xce,0xfb,0x57,0x03,0x50,0x09,0x5a,0xfa,0xac,0xff,0x94,0x00,0x8a,0x01,0x04,0xff,0x57,0x02,0xf1,0x04,0x87,0xf4,0xf1,0x02,0x56,0x01, -0x9a,0xfd,0x77,0xeb,0xf8,0xfe,0x4e,0xf8,0x91,0xfb,0x40,0xf6,0xc1,0xff,0x74,0x09,0xf9,0xfe,0xf5,0xff,0x30,0x02,0xf1,0x01,0x66,0xfa,0xb9,0xf7,0x95,0xf8,0xf8,0xfd, -0x8a,0x03,0x3e,0xfa,0x68,0x06,0xf4,0x03,0x69,0xfd,0x52,0xfe,0xa4,0x03,0x88,0xfb,0x19,0xf9,0xd8,0x00,0x01,0x03,0x96,0xfd,0xbb,0xfa,0x93,0xfe,0xb5,0xfd,0x1e,0xfa, -0x71,0x07,0xc0,0xf9,0x94,0x00,0xfe,0x01,0x92,0x01,0x80,0xfa,0x66,0x02,0x35,0xf9,0xe3,0xf6,0x40,0xf8,0x62,0xf9,0xfd,0x01,0x17,0x0b,0x43,0x00,0xb7,0x00,0xa8,0x01, -0x28,0x03,0xe4,0x02,0x9b,0xff,0x8d,0xfd,0x46,0xf7,0x0a,0xfe,0xc1,0x00,0x6b,0xfd,0x0f,0x01,0x35,0xfe,0xfe,0x02,0x56,0x01,0x78,0xfd,0x23,0xfd,0xdb,0xfb,0x52,0xf8, -0xc8,0x0b,0x5b,0xf9,0x1c,0x06,0x60,0x01,0xd1,0x06,0x92,0xfc,0xb2,0xfb,0x7c,0x04,0x19,0xfa,0xf5,0xff,0xa9,0xfd,0xfa,0x0e,0x28,0x0b,0x11,0xff,0x4f,0xfd,0x82,0x04, -0x6d,0xfe,0xfe,0x00,0xe8,0x02,0xb5,0xff,0x76,0xff,0x23,0x06,0x02,0xff,0xb9,0xff,0x38,0x06,0x18,0x03,0x7e,0x02,0x95,0x0a,0x5f,0xfc,0x60,0x00,0x7f,0x02,0xe8,0xfb, -}; -DEFINE_TENSOR(layer_332_convolution_bias, 256, layer_332_convolution_bias_data, 1.000000) +0xa3,0xff,0xff,0xff,0xae,0xf6,0xff,0xff,0x65,0xfe,0xff,0xff,0xca,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x34,0xfb,0xff,0xff,0xbd,0x00,0x00,0x00,0x2e,0xfb,0xff,0xff, +0x5d,0x0b,0x00,0x00,0xa3,0xfd,0xff,0xff,0x5e,0xf9,0xff,0xff,0x44,0x06,0x00,0x00,0x3c,0xf5,0xff,0xff,0x0d,0x01,0x00,0x00,0x39,0xfe,0xff,0xff,0xdd,0xf8,0xff,0xff, +0xdd,0x0d,0x00,0x00,0x0f,0x01,0x00,0x00,0x52,0xfd,0xff,0xff,0xce,0xfb,0xff,0xff,0x57,0x03,0x00,0x00,0x50,0x09,0x00,0x00,0x5a,0xfa,0xff,0xff,0xac,0xff,0xff,0xff, +0x94,0x00,0x00,0x00,0x8a,0x01,0x00,0x00,0x04,0xff,0xff,0xff,0x57,0x02,0x00,0x00,0xf1,0x04,0x00,0x00,0x87,0xf4,0xff,0xff,0xf1,0x02,0x00,0x00,0x56,0x01,0x00,0x00, +0x9a,0xfd,0xff,0xff,0x77,0xeb,0xff,0xff,0xf8,0xfe,0xff,0xff,0x4e,0xf8,0xff,0xff,0x91,0xfb,0xff,0xff,0x40,0xf6,0xff,0xff,0xc1,0xff,0xff,0xff,0x74,0x09,0x00,0x00, +0xf9,0xfe,0xff,0xff,0xf5,0xff,0xff,0xff,0x30,0x02,0x00,0x00,0xf1,0x01,0x00,0x00,0x66,0xfa,0xff,0xff,0xb9,0xf7,0xff,0xff,0x95,0xf8,0xff,0xff,0xf8,0xfd,0xff,0xff, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_332_convolution_bias, 4, 4, 512, layer_332_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_332_convolution_filters_data[] = { 0x32,0x2e,0xab,0x07,0xa3,0x2a,0x5b,0xfc,0xaa,0x11,0x78,0xf4,0xf6,0xfe,0x24,0xcf,0x80,0x32,0x03,0x1f,0x44,0xf6,0x53,0xfb,0x62,0xef,0x78,0xfd,0x18,0xe0,0x36,0x0d, @@ -3070,20 +3502,42 @@ static const unsigned char layer_332_convolution_filters_data[] = { 0x49,0x06,0x4d,0x07,0xbe,0xe6,0x89,0x0f,0x91,0x19,0xdf,0x13,0x03,0xd0,0xc6,0xfd,0xc8,0xff,0x2b,0x48,0xa0,0x10,0x84,0x5c,0xb3,0xfe,0x78,0xc8,0x91,0xda,0x87,0xe7, 0x5b,0xfb,0xc1,0xe1,0x4a,0x0b,0x82,0xd0,0xc8,0xe1,0x90,0xf3,0x94,0xe8,0x69,0x03,0x0a,0x5f,0x64,0x3c,0xb9,0x0c,0xe2,0x33,0xab,0x16,0x28,0x1b,0xbe,0xed,0x51,0x29, 0x38,0x0e,0x2e,0xdd,0x2a,0xd2,0x72,0xfe,0xc8,0x38,0xcc,0xfb,0x67,0xf7,0x99,0x0c,0x5a,0x07,0xe5,0x0c,0xd9,0xd9,0x12,0x16,0x17,0xe5,0x3c,0xf3,0x41,0x0f,0x59,0xce, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_332_convolution_filters, 16384, layer_332_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_332_convolution_filters, 2, 3, 16384, layer_332_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_332_convolution_requantize_data[] = { +0x96,0x05,0xae,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_332_convolution_requantize, 4, 1, 4, layer_332_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_335_convolution_bias_data[] = { -0x70,0x0c,0xae,0x04,0xe6,0x00,0x41,0x0b,0xb0,0xf7,0x88,0x02,0x28,0xf9,0xae,0x02,0x6a,0x0e,0x41,0x02,0x15,0x09,0x6b,0xf8,0x44,0xf7,0xbc,0x0c,0x4b,0xff,0x0a,0x0b, -0xa0,0xf7,0xb2,0x00,0x89,0xf7,0xb0,0xfc,0x10,0xfb,0x17,0xf9,0xff,0x0b,0x70,0x06,0x7b,0x0c,0x49,0xfd,0x99,0xf9,0x45,0x00,0xcb,0xf6,0xeb,0x08,0x83,0xf9,0xd6,0xf8, -0x0b,0xfc,0xd6,0xf2,0x15,0x00,0x25,0xfb,0xa4,0xfc,0x91,0x05,0x88,0x09,0x3b,0xf8,0xeb,0x02,0x6d,0xf9,0xf3,0xf9,0x39,0xf5,0xcb,0xfe,0x20,0x09,0xfd,0x08,0x4d,0xfa, -0xfc,0xfc,0x15,0x07,0x18,0xfd,0xd2,0x07,0xd7,0x05,0x6d,0xfc,0x23,0xfb,0x87,0xfe,0x12,0x00,0x6e,0xf7,0xcf,0xf6,0xae,0xff,0x97,0xf7,0xca,0x03,0xa8,0xfb,0xdf,0xfe, -0xeb,0x0c,0x2d,0x05,0x8b,0xfd,0x21,0x09,0x1a,0xfb,0xd5,0x02,0x35,0xfa,0x8a,0x07,0xbd,0x02,0xe8,0x02,0xb2,0x03,0x8b,0xf8,0x1a,0xf9,0xef,0x0c,0xf3,0xfc,0x75,0x02, -0x3a,0x09,0x8b,0xfa,0x96,0x00,0x3f,0xf9,0x1d,0x01,0xd4,0xfb,0xa3,0xfd,0xe3,0x07,0x72,0x03,0x6e,0xf9,0xdb,0xf9,0xe8,0x02,0x1d,0x01,0x5f,0xfb,0xa6,0xf7,0x9a,0xfc, -0xd9,0xfc,0xd9,0x03,0x09,0xfb,0x39,0xfe,0x74,0x09,0x30,0x0c,0xb3,0xf4,0x4c,0x0e,0xd3,0xfd,0xa4,0xf7,0x19,0x04,0xd7,0x0b,0xcd,0x0c,0xd3,0xfe,0xa0,0xf9,0xb6,0x01, -0xce,0x01,0xb8,0x07,0x3b,0x01,0x2a,0x0b,0xc3,0xfd,0x0e,0xf9,0x85,0xfe,0x22,0xfa,0xc4,0xf7,0x40,0xff,0x9d,0xfd,0xa3,0x02,0xd3,0xfc,0x33,0x0b,0x9b,0xfa,0xc0,0x06, -}; -DEFINE_TENSOR(layer_335_convolution_bias, 256, layer_335_convolution_bias_data, 1.000000) +0x70,0x0c,0x00,0x00,0xae,0x04,0x00,0x00,0xe6,0x00,0x00,0x00,0x41,0x0b,0x00,0x00,0xb0,0xf7,0xff,0xff,0x88,0x02,0x00,0x00,0x28,0xf9,0xff,0xff,0xae,0x02,0x00,0x00, +0x6a,0x0e,0x00,0x00,0x41,0x02,0x00,0x00,0x15,0x09,0x00,0x00,0x6b,0xf8,0xff,0xff,0x44,0xf7,0xff,0xff,0xbc,0x0c,0x00,0x00,0x4b,0xff,0xff,0xff,0x0a,0x0b,0x00,0x00, +0xa0,0xf7,0xff,0xff,0xb2,0x00,0x00,0x00,0x89,0xf7,0xff,0xff,0xb0,0xfc,0xff,0xff,0x10,0xfb,0xff,0xff,0x17,0xf9,0xff,0xff,0xff,0x0b,0x00,0x00,0x70,0x06,0x00,0x00, +0x7b,0x0c,0x00,0x00,0x49,0xfd,0xff,0xff,0x99,0xf9,0xff,0xff,0x45,0x00,0x00,0x00,0xcb,0xf6,0xff,0xff,0xeb,0x08,0x00,0x00,0x83,0xf9,0xff,0xff,0xd6,0xf8,0xff,0xff, +0x0b,0xfc,0xff,0xff,0xd6,0xf2,0xff,0xff,0x15,0x00,0x00,0x00,0x25,0xfb,0xff,0xff,0xa4,0xfc,0xff,0xff,0x91,0x05,0x00,0x00,0x88,0x09,0x00,0x00,0x3b,0xf8,0xff,0xff, +0xeb,0x02,0x00,0x00,0x6d,0xf9,0xff,0xff,0xf3,0xf9,0xff,0xff,0x39,0xf5,0xff,0xff,0xcb,0xfe,0xff,0xff,0x20,0x09,0x00,0x00,0xfd,0x08,0x00,0x00,0x4d,0xfa,0xff,0xff, +0xfc,0xfc,0xff,0xff,0x15,0x07,0x00,0x00,0x18,0xfd,0xff,0xff,0xd2,0x07,0x00,0x00,0xd7,0x05,0x00,0x00,0x6d,0xfc,0xff,0xff,0x23,0xfb,0xff,0xff,0x87,0xfe,0xff,0xff, +0x12,0x00,0x00,0x00,0x6e,0xf7,0xff,0xff,0xcf,0xf6,0xff,0xff,0xae,0xff,0xff,0xff,0x97,0xf7,0xff,0xff,0xca,0x03,0x00,0x00,0xa8,0xfb,0xff,0xff,0xdf,0xfe,0xff,0xff, +0xeb,0x0c,0x00,0x00,0x2d,0x05,0x00,0x00,0x8b,0xfd,0xff,0xff,0x21,0x09,0x00,0x00,0x1a,0xfb,0xff,0xff,0xd5,0x02,0x00,0x00,0x35,0xfa,0xff,0xff,0x8a,0x07,0x00,0x00, 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+0xc4,0xf7,0xff,0xff,0x40,0xff,0xff,0xff,0x9d,0xfd,0xff,0xff,0xa3,0x02,0x00,0x00,0xd3,0xfc,0xff,0xff,0x33,0x0b,0x00,0x00,0x9b,0xfa,0xff,0xff,0xc0,0x06,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_335_convolution_bias, 4, 4, 512, layer_335_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_335_convolution_filters_data[] = { 0xbe,0xd5,0xdc,0xf8,0x52,0xe8,0x5a,0xff,0x24,0xc9,0xdf,0xea,0x4a,0xee,0x21,0xc1,0x86,0x03,0xe2,0x3c,0xb9,0xf4,0x2d,0xe3,0xfe,0x26,0x63,0xd3,0x61,0xd8,0x00,0xdc, @@ -3158,20 +3612,42 @@ static const unsigned char layer_335_convolution_filters_data[] = { 0x4b,0xfd,0x03,0x06,0xae,0x29,0xda,0x4e,0x80,0x20,0x7e,0xbb,0x27,0x35,0x2c,0x13,0x8b,0xdf,0x44,0xe7,0xc0,0xc4,0x0e,0xce,0xaa,0x39,0x5f,0x09,0x06,0x1b,0xf2,0x34, 0x73,0xec,0x9c,0xe7,0x97,0x2b,0xfe,0xda,0x9b,0xe8,0x20,0xd5,0x17,0x21,0x0e,0xe0,0x92,0xd8,0x40,0xd9,0x28,0xd3,0xc2,0xe6,0x5b,0xf4,0x15,0xf8,0xc9,0xfe,0xd7,0xe5, 0xa7,0xec,0x80,0x21,0x4d,0x1b,0x0d,0x24,0x55,0x2e,0x3a,0x0a,0xf4,0x2b,0x0b,0xd8,0xc4,0xc4,0x99,0xf1,0x32,0xc8,0x6d,0xf6,0xe1,0xcc,0x4d,0x17,0x5b,0x24,0x4b,0x24, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_335_convolution_filters, 2304, layer_335_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_335_convolution_filters, 2, 3, 2304, layer_335_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_335_convolution_requantize_data[] = { +0x1e,0xf9,0x5c,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_335_convolution_requantize, 4, 1, 4, layer_335_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_338_convolution_bias_data[] = { -0x5b,0x02,0xb7,0xfa,0x8e,0x0b,0x2b,0xff,0x61,0x03,0x21,0x02,0x4d,0xfd,0xe5,0x08,0x2e,0x07,0xb2,0x0c,0x2a,0x08,0x24,0x07,0x3b,0x0b,0x51,0x0b,0x79,0xf8,0xf9,0xfd, -0x6d,0x03,0x7c,0x05,0xe9,0x0e,0x7e,0x06,0xae,0x0b,0x14,0x14,0x22,0xff,0x04,0x0b,0x98,0x0b,0xc0,0x09,0x48,0xfd,0xc3,0xfc,0x37,0x01,0x0e,0xfd,0x99,0xff,0xa1,0x02, -0x88,0xfa,0x36,0xfe,0x6e,0xf8,0xb1,0x08,0x33,0x09,0xfb,0x0a,0x5d,0x06,0xad,0x0e,0xf7,0x01,0xa0,0x07,0x0c,0x07,0x5b,0xfc,0x19,0xfe,0xe9,0x03,0x4f,0x10,0xb2,0x06, -0x47,0x06,0xd0,0x06,0xfe,0x00,0xcd,0x0c,0xa8,0x08,0x5f,0x06,0xbb,0x06,0x5b,0x07,0x1c,0x0f,0x79,0x0a,0xec,0xfb,0x80,0x11,0xb7,0x04,0x3f,0xff,0x9e,0xe7,0x90,0xfe, -0x92,0x06,0x24,0x0b,0x6f,0xfc,0x53,0x0a,0x0a,0x06,0xf0,0xf9,0x3f,0x05,0x57,0xf8,0xa1,0xfd,0x42,0x0b,0x7b,0xf1,0x24,0x07,0x2a,0x06,0x5a,0x08,0x52,0x0b,0x12,0x0a, -0x5d,0x01,0x94,0x0d,0xc5,0x08,0x38,0x09,0xf6,0x0a,0x51,0x0d,0x45,0x07,0x6d,0x09,0x99,0x05,0x22,0x01,0x99,0xfa,0x6b,0x02,0xf3,0xf2,0x43,0x0a,0x09,0xfb,0x92,0x06, -0x78,0x04,0x77,0x06,0xac,0x03,0xb0,0x08,0xa9,0x08,0xba,0xfb,0xbe,0x04,0xfe,0x02,0x98,0x10,0xf3,0x00,0xaf,0x03,0x69,0xfc,0x71,0x0a,0x48,0xff,0x6d,0x11,0x7c,0xf5, -0x23,0x00,0x42,0xfd,0x91,0x02,0x12,0xfc,0xab,0x04,0x25,0x08,0x72,0x09,0x0c,0x11,0x21,0x08,0xec,0x03,0x20,0x05,0xc5,0x0c,0x6a,0xfb,0xce,0x0c,0x4a,0x10,0xd8,0xf8, -}; -DEFINE_TENSOR(layer_338_convolution_bias, 256, layer_338_convolution_bias_data, 1.000000) 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_338_convolution_bias, 4, 4, 512, layer_338_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_338_convolution_filters_data[] = { 0xa5,0x03,0xd7,0x1d,0x0e,0x1a,0xe7,0xf3,0xdc,0xf6,0x17,0x09,0x64,0xf8,0xbd,0x3b,0x31,0xe7,0x41,0x0c,0x79,0x23,0x85,0xef,0x19,0xf7,0xb5,0xea,0xf4,0xff,0xd3,0xfd, @@ -4198,20 +4674,42 @@ static const unsigned char layer_338_convolution_filters_data[] = { 0xa0,0xee,0xff,0x00,0xef,0x05,0xcc,0x29,0x4a,0xf3,0x5b,0x06,0xde,0x23,0x38,0xf0,0x39,0xf7,0xd7,0xf5,0x33,0x0b,0xd5,0x02,0x8a,0xff,0x7b,0xfb,0x8d,0x0f,0x77,0xfd, 0x53,0xe1,0xdb,0x0b,0xb1,0x09,0x8d,0x16,0x04,0x06,0xa2,0xf7,0x8f,0x1b,0x78,0x07,0xea,0xfc,0x5e,0x02,0x32,0x2e,0x5a,0x09,0x1b,0xfd,0x83,0x3b,0x8a,0xf7,0xd4,0xce, 0x9e,0x07,0x8a,0xe9,0xa8,0x04,0xae,0x06,0xac,0xf1,0x66,0xe5,0x8b,0xff,0x22,0x37,0x2a,0x07,0x1a,0x06,0x0a,0x05,0x2f,0xf5,0xa1,0x0b,0xba,0x0d,0x98,0xf3,0x92,0xf8, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_338_convolution_filters, 32768, layer_338_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_338_convolution_filters, 2, 3, 32768, layer_338_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_338_convolution_requantize_data[] = { +0x65,0x9a,0x6d,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_338_convolution_requantize, 4, 1, 4, layer_338_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_341_convolution_bias_data[] = { -0xc6,0x0f,0xd1,0xf6,0xdd,0xfb,0x99,0xff,0x63,0xfe,0x3b,0xf9,0x57,0x09,0x51,0xfe,0x3a,0xf1,0xb5,0xfa,0x78,0xf4,0x22,0xf8,0xab,0x02,0x74,0xf9,0xbb,0x0b,0x07,0xff, -0x3c,0xfa,0xff,0xf4,0x4f,0xf9,0xd6,0xfd,0xc9,0xff,0x56,0xf9,0x74,0x12,0xc6,0xf9,0xf9,0xf5,0xde,0xf6,0x2a,0x05,0x0a,0x08,0xc3,0xf7,0x9d,0x07,0x68,0x05,0xfe,0xf9, -0x96,0x01,0x52,0xfe,0x05,0x04,0x99,0x0e,0xd5,0xf6,0xf7,0xfd,0x46,0xf8,0x2d,0xf2,0x51,0x0f,0x2a,0xf3,0xeb,0xf8,0x27,0x0c,0xee,0xf6,0x6b,0x08,0xf4,0x15,0x10,0x06, -0x29,0x07,0xba,0xf5,0xd5,0x05,0xaa,0xf3,0xf5,0xf8,0xd7,0xf7,0xea,0xfe,0x9b,0xf1,0x4a,0x19,0x56,0xf4,0x53,0x0d,0xc7,0x11,0xa1,0x16,0x4e,0x0c,0x73,0xf8,0x7b,0x02, -0xe2,0x07,0xf5,0xfb,0x16,0xfc,0x4e,0xf7,0xd2,0x0d,0x9a,0x0b,0x80,0xfd,0x06,0x0d,0x32,0x05,0x7d,0xfc,0x23,0x0d,0x1d,0xf7,0x1f,0xf2,0x30,0xfe,0x02,0x0e,0xf4,0x00, -0x78,0x05,0x57,0x00,0xac,0xff,0xd8,0xf9,0xdd,0xf3,0xe7,0xf4,0x20,0xf5,0x7a,0x11,0xb2,0xff,0x0d,0x05,0x2f,0xfb,0x26,0xf8,0x5e,0xfa,0x8d,0x0f,0xb4,0x0e,0xac,0xf2, -0xf8,0xfe,0xc4,0x14,0xec,0xfa,0x23,0xf8,0x5b,0x00,0x05,0xfb,0xcd,0xfb,0xb3,0xf3,0x21,0x14,0xe4,0x02,0x64,0xf8,0xe7,0xfe,0x69,0xfe,0x63,0x07,0xf8,0xf7,0x68,0xfb, -0xe5,0x0d,0x17,0x05,0x1f,0x01,0x08,0x00,0xca,0xff,0xf5,0xf1,0x2b,0xfa,0x5b,0xf7,0xcc,0xf5,0x88,0x02,0x84,0xf8,0x20,0xfb,0x02,0xf4,0x29,0xfa,0xda,0xfb,0x13,0x07, -}; -DEFINE_TENSOR(layer_341_convolution_bias, 256, layer_341_convolution_bias_data, 1.000000) +0xc6,0x0f,0x00,0x00,0xd1,0xf6,0xff,0xff,0xdd,0xfb,0xff,0xff,0x99,0xff,0xff,0xff,0x63,0xfe,0xff,0xff,0x3b,0xf9,0xff,0xff,0x57,0x09,0x00,0x00,0x51,0xfe,0xff,0xff, +0x3a,0xf1,0xff,0xff,0xb5,0xfa,0xff,0xff,0x78,0xf4,0xff,0xff,0x22,0xf8,0xff,0xff,0xab,0x02,0x00,0x00,0x74,0xf9,0xff,0xff,0xbb,0x0b,0x00,0x00,0x07,0xff,0xff,0xff, +0x3c,0xfa,0xff,0xff,0xff,0xf4,0xff,0xff,0x4f,0xf9,0xff,0xff,0xd6,0xfd,0xff,0xff,0xc9,0xff,0xff,0xff,0x56,0xf9,0xff,0xff,0x74,0x12,0x00,0x00,0xc6,0xf9,0xff,0xff, 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+0xcc,0xf5,0xff,0xff,0x88,0x02,0x00,0x00,0x84,0xf8,0xff,0xff,0x20,0xfb,0xff,0xff,0x02,0xf4,0xff,0xff,0x29,0xfa,0xff,0xff,0xda,0xfb,0xff,0xff,0x13,0x07,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_341_convolution_bias, 4, 4, 512, layer_341_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_341_convolution_filters_data[] = { 0x4a,0xe6,0x78,0xf7,0xec,0x07,0x20,0xff,0x9e,0xdd,0x8f,0xe1,0xdd,0xdf,0x8c,0xdb,0x07,0x13,0x65,0x00,0x4b,0x08,0x6e,0x18,0xf9,0x1f,0xd2,0x02,0xfd,0x04,0x15,0x21, @@ -4286,20 +4784,42 @@ static const unsigned char layer_341_convolution_filters_data[] = { 0xfa,0xfb,0xb2,0x2d,0x86,0x2d,0xf5,0x00,0xe2,0x14,0x7c,0xf9,0xe1,0xf3,0x60,0x30,0x8a,0x05,0x87,0xf2,0x3a,0x22,0xca,0xf7,0x12,0x22,0x4b,0xf3,0xfd,0x04,0xa8,0x2e, 0xf8,0x1a,0xc1,0x0e,0x85,0x0d,0x97,0x05,0x51,0x29,0x5a,0xe7,0x75,0x10,0xa6,0x04,0xe1,0x00,0x6d,0x69,0x42,0xc7,0xa4,0xe6,0x49,0x0d,0x60,0x1f,0xd4,0xf3,0xc3,0x1c, 0xf6,0x0e,0xd0,0xf6,0xd8,0x0b,0x77,0x14,0xf9,0xe7,0x2a,0x0e,0xa2,0x1a,0xa2,0xf5,0x94,0xfa,0x95,0xe9,0x3c,0x09,0x34,0xec,0x05,0xf7,0x1c,0xe9,0x06,0x3c,0x3d,0xc8, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_341_convolution_filters, 2304, layer_341_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_341_convolution_filters, 2, 3, 2304, layer_341_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_341_convolution_requantize_data[] = { +0xbb,0x21,0xc7,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, 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0x9d,0xf9,0xfa,0x03,0xb2,0xff,0x58,0x10,0x02,0x04,0x77,0x0c,0xe2,0xe4,0xe6,0x0c,0x62,0xfe,0x66,0xfa,0x73,0x04,0x11,0x01,0x4d,0x14,0xaf,0x06,0x74,0xf6,0xa9,0x0b, 0xf3,0xf3,0xbc,0xf3,0x11,0xf7,0xc2,0xf5,0x0d,0x12,0x25,0xf3,0x2f,0x02,0xe4,0xff,0x71,0xef,0x41,0xee,0x89,0xfd,0xae,0x0b,0x04,0xf9,0xa5,0x04,0x69,0xe2,0xe4,0x04, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_344_convolution_filters, 32768, layer_344_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_344_convolution_filters, 2, 3, 32768, layer_344_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_344_convolution_requantize_data[] = { +0xcf,0x76,0xd7,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_344_convolution_requantize, 4, 1, 4, layer_344_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_347_convolution_bias_data[] = { -0x07,0x0a,0x98,0xf6,0xa4,0xf8,0x96,0xfb,0x37,0xf6,0xc4,0x03,0xde,0xf3,0x6c,0xfe,0x9b,0x0c,0x1d,0x01,0x22,0xf5,0x15,0x0b,0x79,0xf4,0x60,0x09,0xe7,0x09,0x92,0xf4, -0x82,0xfa,0x8e,0x03,0xf9,0xf5,0x04,0x0a,0x5b,0x07,0xbc,0xf5,0xaf,0xf4,0x1b,0x0a,0x87,0x0f,0x1c,0x0f,0x62,0x0b,0x89,0x00,0x97,0xf4,0xd7,0x0b,0xd7,0x0b,0x27,0x08, -0xda,0xf4,0x04,0xf9,0xd0,0x03,0xa8,0xf2,0x86,0x05,0x3d,0xf8,0x34,0x08,0xdf,0xf3,0x3e,0xf2,0x4c,0xfd,0x23,0x0c,0xe0,0xf6,0xce,0x0d,0xb8,0x0c,0x1e,0xf9,0xd8,0xff, -0xb6,0xf8,0x1a,0xfc,0xf4,0xf6,0x6a,0xfb,0xb1,0xf5,0x6b,0x04,0xc7,0xf6,0xab,0x0c,0xbd,0x01,0xce,0x09,0x3e,0x02,0xe0,0xf1,0xd0,0xf6,0x1f,0x09,0x37,0xf6,0x35,0xf1, -0x89,0xf9,0x2c,0x0d,0x20,0x09,0x4e,0x08,0x51,0x0d,0x28,0xf5,0xbe,0x09,0x53,0xf6,0xc5,0x0b,0xa6,0xf5,0x5b,0xf4,0xae,0xf8,0xd4,0x0f,0xf2,0xf3,0xa2,0xf8,0xc3,0xf5, -0x31,0x09,0xdb,0xf5,0x2d,0xf8,0x10,0xf8,0xa2,0x01,0x62,0x03,0x41,0xf7,0x48,0x09,0xfb,0xf2,0x63,0x08,0xe4,0x11,0x31,0xff,0x92,0xff,0xa7,0xf4,0x4a,0x03,0x87,0x12, -0xf5,0xfa,0xa7,0xed,0xdc,0x00,0x5d,0x0d,0x9c,0xf5,0xfd,0x0b,0x21,0xf2,0x96,0xf3,0x0a,0xf5,0x5c,0x06,0xbc,0xeb,0xda,0x03,0x61,0xff,0xa1,0xf5,0x6b,0x0b,0xe4,0xf7, -0x54,0xf8,0x53,0x06,0x98,0xf2,0x58,0x0b,0xe2,0xfd,0x94,0xfc,0x8d,0x09,0x9b,0xf3,0x45,0x00,0x2c,0xff,0x10,0x06,0x43,0xf7,0xc2,0xf4,0x4a,0xf4,0x7b,0xf6,0xc4,0x04, -}; -DEFINE_TENSOR(layer_347_convolution_bias, 256, layer_347_convolution_bias_data, 1.000000) +0x07,0x0a,0x00,0x00,0x98,0xf6,0xff,0xff,0xa4,0xf8,0xff,0xff,0x96,0xfb,0xff,0xff,0x37,0xf6,0xff,0xff,0xc4,0x03,0x00,0x00,0xde,0xf3,0xff,0xff,0x6c,0xfe,0xff,0xff, +0x9b,0x0c,0x00,0x00,0x1d,0x01,0x00,0x00,0x22,0xf5,0xff,0xff,0x15,0x0b,0x00,0x00,0x79,0xf4,0xff,0xff,0x60,0x09,0x00,0x00,0xe7,0x09,0x00,0x00,0x92,0xf4,0xff,0xff, +0x82,0xfa,0xff,0xff,0x8e,0x03,0x00,0x00,0xf9,0xf5,0xff,0xff,0x04,0x0a,0x00,0x00,0x5b,0x07,0x00,0x00,0xbc,0xf5,0xff,0xff,0xaf,0xf4,0xff,0xff,0x1b,0x0a,0x00,0x00, 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+0x45,0x00,0x00,0x00,0x2c,0xff,0xff,0xff,0x10,0x06,0x00,0x00,0x43,0xf7,0xff,0xff,0xc2,0xf4,0xff,0xff,0x4a,0xf4,0xff,0xff,0x7b,0xf6,0xff,0xff,0xc4,0x04,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_347_convolution_bias, 4, 4, 512, layer_347_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_347_convolution_filters_data[] = { 0x85,0x1e,0x9e,0xda,0xfc,0xdc,0x61,0x05,0xf1,0xf7,0xda,0xcb,0xab,0x0a,0xdf,0xc5,0x0a,0xe9,0x93,0x0f,0x5e,0x2a,0xc8,0x1f,0x8f,0xf7,0x0b,0x33,0xc8,0x3f,0x47,0xb2, @@ -5414,28 +5956,58 @@ static const unsigned char layer_347_convolution_filters_data[] = { 0x3a,0x33,0x1b,0xbc,0xb8,0x11,0xa6,0x18,0x4a,0x23,0x99,0x22,0x03,0x13,0xf1,0x0d,0x97,0xf7,0x6c,0x01,0x27,0xf9,0xd8,0xe7,0xff,0xf3,0x76,0xf3,0x40,0xf8,0xfe,0x05, 0x28,0x17,0xaa,0x09,0x00,0x18,0xb4,0x28,0x64,0x0e,0x8e,0x0b,0xa5,0x18,0x47,0x1f,0xa3,0x13,0xd8,0x1f,0x08,0x18,0xce,0x05,0x5f,0x17,0x0e,0x15,0x54,0xff,0xb4,0x2f, 0x7e,0x1d,0x42,0x0b,0x4c,0x1e,0x01,0x3c,0x1b,0x02,0x87,0xff,0xd5,0x30,0x2d,0x3c,0xb1,0xd3,0x57,0x40,0x72,0xb8,0x4f,0xe6,0xec,0xba,0xcc,0x26,0xe1,0xe9,0xed,0xe4, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_347_convolution_filters, 2304, layer_347_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_347_convolution_filters, 2, 3, 2304, layer_347_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_347_convolution_requantize_data[] = { +0x32,0x0c,0x5b,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, 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+0x7c,0x57,0x9c,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_350_convolution_requantize, 4, 1, 4, layer_350_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_353_convolution_bias_data[] = { 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0x47,0x3f,0xec,0x12,0x44,0xcd,0x96,0xdd,0x5f,0x37,0x0f,0x17,0x9b,0xde,0x29,0x2e,0x82,0x1f,0x2c,0x10,0x69,0x13,0x71,0x0e,0x54,0x18,0xc3,0xf0,0x8e,0x02,0xe8,0x21, @@ -7654,28 +8256,58 @@ static const unsigned char layer_353_convolution_filters_data[] = { 0xc9,0xe3,0xc0,0xd6,0x6f,0xdc,0x17,0x04,0x14,0x3b,0x83,0xe2,0xd1,0x4e,0x75,0xf0,0x93,0xcd,0xd5,0x24,0x8c,0xef,0xa8,0xfa,0x6b,0x1b,0x01,0x27,0x25,0xec,0x13,0xe4, 0x8f,0x05,0xf5,0x22,0x6d,0xc4,0x20,0xca,0x89,0xc6,0x5f,0x29,0x5b,0xf4,0x46,0xd7,0x9f,0x18,0xe5,0xbf,0x6e,0x1c,0xa2,0xd3,0xdc,0xe1,0x6e,0x36,0xa5,0x3e,0xf3,0x06, 0xbf,0xee,0x15,0x1a,0x73,0xcc,0x01,0x26,0x6f,0x1d,0xf4,0x1b,0x41,0xe9,0x53,0x03,0x04,0xdd,0xd8,0xe1,0x9b,0xf2,0x6d,0x0f,0x38,0xd9,0xe9,0xe1,0x86,0xdb,0x10,0x0e, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, 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0x4d,0xfc,0x59,0x0d,0x50,0xf7,0x53,0x07,0xcd,0x38,0xc7,0x1c,0xb0,0xfc,0x89,0x56,0x18,0x1b,0x44,0xe5,0x88,0x01,0x98,0x07,0xfb,0x15,0xb5,0xec,0xca,0xf9,0xcb,0xef, 0x68,0xe4,0xc0,0x16,0x0e,0x20,0x5c,0xdd,0x08,0xee,0x09,0xe9,0xfa,0x3c,0xa4,0xed,0xcc,0xdf,0xb1,0x35,0x62,0xfa,0x17,0x0b,0xff,0xe0,0xf3,0xce,0xae,0x1c,0xef,0x03, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_356_convolution_filters, 131072, layer_356_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_356_convolution_filters, 2, 3, 131072, layer_356_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_356_convolution_requantize_data[] = { +0xa2,0x5e,0xa0,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_356_convolution_requantize, 4, 1, 4, layer_356_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_359_convolution_bias_data[] = { -0xfa,0xff,0xd1,0xff,0xfd,0xff,0x72,0x00,0xd0,0xff,0x01,0x00,0x10,0x00,0x96,0xff,0x0a,0x00,0x3b,0x00,0xcc,0xff,0xbd,0xff,0x0d,0x00,0x25,0x00,0xa2,0xff,0xbe,0x02, -0x8a,0xff,0x76,0x00,0x91,0x00,0xce,0xff,0x93,0x00,0x2e,0xff,0xde,0xff,0x1f,0x00,0x63,0xfe,0xc1,0xff,0xc9,0xff,0x44,0x00,0xb8,0xff,0xcc,0xff,0xf3,0xff,0x1d,0x01, -0x8c,0x00,0x0b,0x00,0xf5,0xff,0x99,0xff,0xdd,0xff,0x38,0x01,0xdc,0xff,0x20,0x00,0x46,0x00,0x3d,0xff,0x0f,0x01,0x64,0x00,0x16,0x00,0xfb,0x00,0x7f,0xff,0xb7,0xff, -0x73,0x00,0xa6,0x00,0x03,0x01,0xd1,0xff,0x82,0xff,0x9c,0x00,0xb1,0xff,0xb6,0x00,0x4c,0x00,0x3a,0x00,0x4e,0x00,0x6a,0x00,0xa0,0xff,0x7a,0x00,0x14,0x00,0xda,0xff, -}; -DEFINE_TENSOR(layer_359_convolution_bias, 128, layer_359_convolution_bias_data, 1.000000) +0xfa,0xff,0xff,0xff,0xd1,0xff,0xff,0xff,0xfd,0xff,0xff,0xff,0x72,0x00,0x00,0x00,0xd0,0xff,0xff,0xff,0x01,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x96,0xff,0xff,0xff, +0x0a,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0xcc,0xff,0xff,0xff,0xbd,0xff,0xff,0xff,0x0d,0x00,0x00,0x00,0x25,0x00,0x00,0x00,0xa2,0xff,0xff,0xff,0xbe,0x02,0x00,0x00, +0x8a,0xff,0xff,0xff,0x76,0x00,0x00,0x00,0x91,0x00,0x00,0x00,0xce,0xff,0xff,0xff,0x93,0x00,0x00,0x00,0x2e,0xff,0xff,0xff,0xde,0xff,0xff,0xff,0x1f,0x00,0x00,0x00, +0x63,0xfe,0xff,0xff,0xc1,0xff,0xff,0xff,0xc9,0xff,0xff,0xff,0x44,0x00,0x00,0x00,0xb8,0xff,0xff,0xff,0xcc,0xff,0xff,0xff,0xf3,0xff,0xff,0xff,0x1d,0x01,0x00,0x00, +0x8c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0xf5,0xff,0xff,0xff,0x99,0xff,0xff,0xff,0xdd,0xff,0xff,0xff,0x38,0x01,0x00,0x00,0xdc,0xff,0xff,0xff,0x20,0x00,0x00,0x00, +0x46,0x00,0x00,0x00,0x3d,0xff,0xff,0xff,0x0f,0x01,0x00,0x00,0x64,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x7f,0xff,0xff,0xff,0xb7,0xff,0xff,0xff, +0x73,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,0x03,0x01,0x00,0x00,0xd1,0xff,0xff,0xff,0x82,0xff,0xff,0xff,0x9c,0x00,0x00,0x00,0xb1,0xff,0xff,0xff,0xb6,0x00,0x00,0x00, +0x4c,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x6a,0x00,0x00,0x00,0xa0,0xff,0xff,0xff,0x7a,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0xda,0xff,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_359_convolution_bias, 4, 4, 256, layer_359_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_359_convolution_filters_data[] = { 0x2d,0x05,0x8d,0xee,0x34,0x02,0x6d,0x0f,0x3a,0x01,0xcd,0xff,0x27,0xf5,0xfa,0x10,0x3e,0x01,0x23,0x0c,0x9d,0xf9,0xbb,0xf9,0x33,0x0f,0xe6,0x0f,0x4b,0xea,0xae,0x07, @@ -12810,16 +13460,34 @@ static const unsigned char layer_359_convolution_filters_data[] = { 0x99,0x09,0xe3,0x0c,0x18,0xf4,0x83,0x01,0x07,0xf0,0x66,0xf6,0x68,0x06,0x6c,0xfb,0x3d,0xfb,0xba,0xef,0x2c,0x14,0x5c,0xf1,0x79,0xfd,0xbd,0x02,0x4b,0x0d,0xad,0x12, 0xcc,0x15,0x5f,0xef,0xf5,0x05,0x79,0x04,0x3a,0xfe,0x04,0xf4,0x82,0xee,0xe2,0x03,0x9c,0xf7,0x2f,0xf7,0x03,0xed,0x9a,0x05,0xd0,0xed,0x56,0x14,0xb9,0x09,0x83,0x14, 0xee,0x14,0xde,0x04,0x42,0xf5,0x0d,0xf0,0x1c,0xfd,0x9b,0xfb,0x93,0xff,0x04,0x0d,0x78,0xea,0x33,0x03,0x04,0x13,0x86,0xf1,0xc0,0x00,0x58,0x07,0x16,0xfd,0xd5,0x04, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_359_convolution_filters, 32768, layer_359_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_359_convolution_filters, 2, 3, 32768, layer_359_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_359_convolution_requantize_data[] = { +0x1a,0xdf,0xa1,0x36,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_359_convolution_requantize, 4, 1, 4, layer_359_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_361_convolution_bias_data[] = { -0x36,0xff,0x9e,0xff,0x6f,0x00,0x68,0xfe,0x3b,0x01,0xf6,0xfc,0x4f,0xff,0x30,0xfe,0x7b,0xff,0x0d,0x04,0x79,0xfd,0xfb,0xfe,0x34,0x03,0x74,0xff,0xe6,0xfe,0x23,0x04, -0xd5,0xff,0xcf,0x00,0xef,0x01,0x22,0xff,0xe6,0x00,0x8a,0xfd,0x43,0x01,0x6a,0x00,0x26,0xfc,0xc7,0x01,0x4a,0x03,0xa2,0xfd,0x03,0x04,0x65,0xfe,0xbd,0xff,0xb6,0x02, -0xdf,0x01,0x5c,0xff,0xe3,0xfe,0x26,0x00,0x0e,0xff,0x71,0x04,0xb9,0xfe,0x77,0xfe,0x69,0xfe,0x5e,0xfe,0x00,0x04,0x5d,0x00,0x0c,0xfe,0x42,0x03,0xa7,0xfd,0x22,0x01, -0x04,0xfe,0xfb,0x02,0x8c,0x01,0x9c,0xff,0x56,0xfd,0x08,0x05,0xfb,0xff,0xc7,0x00,0x01,0xfe,0xfd,0xfc,0xa0,0xff,0x77,0x02,0x1d,0xfe,0xf3,0xfe,0x99,0x03,0x1b,0xfd, -}; -DEFINE_TENSOR(layer_361_convolution_bias, 128, layer_361_convolution_bias_data, 1.000000) +0x36,0xff,0xff,0xff,0x9e,0xff,0xff,0xff,0x6f,0x00,0x00,0x00,0x68,0xfe,0xff,0xff,0x3b,0x01,0x00,0x00,0xf6,0xfc,0xff,0xff,0x4f,0xff,0xff,0xff,0x30,0xfe,0xff,0xff, +0x7b,0xff,0xff,0xff,0x0d,0x04,0x00,0x00,0x79,0xfd,0xff,0xff,0xfb,0xfe,0xff,0xff,0x34,0x03,0x00,0x00,0x74,0xff,0xff,0xff,0xe6,0xfe,0xff,0xff,0x23,0x04,0x00,0x00, +0xd5,0xff,0xff,0xff,0xcf,0x00,0x00,0x00,0xef,0x01,0x00,0x00,0x22,0xff,0xff,0xff,0xe6,0x00,0x00,0x00,0x8a,0xfd,0xff,0xff,0x43,0x01,0x00,0x00,0x6a,0x00,0x00,0x00, +0x26,0xfc,0xff,0xff,0xc7,0x01,0x00,0x00,0x4a,0x03,0x00,0x00,0xa2,0xfd,0xff,0xff,0x03,0x04,0x00,0x00,0x65,0xfe,0xff,0xff,0xbd,0xff,0xff,0xff,0xb6,0x02,0x00,0x00, +0xdf,0x01,0x00,0x00,0x5c,0xff,0xff,0xff,0xe3,0xfe,0xff,0xff,0x26,0x00,0x00,0x00,0x0e,0xff,0xff,0xff,0x71,0x04,0x00,0x00,0xb9,0xfe,0xff,0xff,0x77,0xfe,0xff,0xff, +0x69,0xfe,0xff,0xff,0x5e,0xfe,0xff,0xff,0x00,0x04,0x00,0x00,0x5d,0x00,0x00,0x00,0x0c,0xfe,0xff,0xff,0x42,0x03,0x00,0x00,0xa7,0xfd,0xff,0xff,0x22,0x01,0x00,0x00, +0x04,0xfe,0xff,0xff,0xfb,0x02,0x00,0x00,0x8c,0x01,0x00,0x00,0x9c,0xff,0xff,0xff,0x56,0xfd,0xff,0xff,0x08,0x05,0x00,0x00,0xfb,0xff,0xff,0xff,0xc7,0x00,0x00,0x00, +0x01,0xfe,0xff,0xff,0xfd,0xfc,0xff,0xff,0xa0,0xff,0xff,0xff,0x77,0x02,0x00,0x00,0x1d,0xfe,0xff,0xff,0xf3,0xfe,0xff,0xff,0x99,0x03,0x00,0x00,0x1b,0xfd,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_361_convolution_bias, 4, 4, 256, layer_361_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_361_convolution_filters_data[] = { 0xad,0xee,0x6c,0xda,0xf3,0xf5,0xcb,0x10,0xdb,0x2a,0x36,0x2a,0x05,0xec,0xba,0x29,0xf3,0xf5,0x55,0x0b,0x93,0xfb,0x0b,0xea,0x28,0xe1,0x84,0xde,0x69,0x2b,0xaa,0x08, @@ -12858,28 +13526,58 @@ static const unsigned char layer_361_convolution_filters_data[] = { 0xac,0xee,0x12,0xf1,0xfb,0xe6,0x72,0x33,0xc0,0x49,0xf5,0x3d,0x57,0x33,0xf0,0x50,0x8b,0x50,0x87,0x33,0x3c,0x52,0xb5,0x56,0x44,0xdd,0x6c,0x11,0x51,0xeb,0xe3,0x17, 0xc0,0xd3,0x4f,0x04,0x61,0x33,0xbc,0x07,0x9a,0x04,0xd5,0xff,0xc5,0x13,0x91,0x33,0x0e,0xdb,0x94,0x06,0x6c,0x1f,0x4c,0x13,0x01,0xef,0x5b,0x06,0x0d,0xe3,0xb9,0x16, 0x25,0x2e,0x1a,0x00,0x9c,0xe7,0xdc,0x04,0xb8,0xf9,0xb0,0xe0,0xaf,0x10,0xed,0xd8,0x91,0xdb,0x69,0x2a,0x79,0xfc,0x0c,0xdb,0xa6,0xe9,0xcc,0x1f,0x88,0xdf,0xcd,0xde, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_361_convolution_filters, 1152, layer_361_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_361_convolution_filters, 2, 3, 1152, layer_361_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_361_convolution_requantize_data[] = { 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+0x86,0x01,0x00,0x00,0x18,0x02,0x00,0x00,0xd3,0x01,0x00,0x00,0x57,0xfe,0xff,0xff,0xf0,0x01,0x00,0x00,0x99,0x05,0x00,0x00,0xe6,0xfd,0xff,0xff,0xab,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_363_convolution_bias, 4, 4, 1024, layer_363_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_363_convolution_filters_data[] = { 0xd9,0xd1,0x59,0x2f,0x55,0x0e,0x5c,0xda,0xa0,0x05,0x2a,0x15,0x59,0xe5,0x6d,0x0d,0x03,0x1e,0xba,0xf6,0x6d,0x1a,0x51,0xd9,0xf7,0xe0,0xe7,0x1a,0xdb,0xf1,0x80,0x30, @@ -13906,16 +14604,34 @@ static const unsigned char layer_363_convolution_filters_data[] = { 0xd2,0x04,0x11,0x14,0x3e,0xe7,0x3d,0xf8,0x92,0x24,0x3e,0xd6,0xfa,0xe2,0x5a,0xd7,0x8d,0xa4,0x19,0xda,0x1c,0xda,0xe3,0x1e,0x56,0xcc,0x56,0x1f,0xa3,0xe1,0x41,0x58, 0x62,0xec,0x28,0x02,0x8f,0xdb,0xd5,0xe3,0x71,0xe8,0x93,0xd1,0xcd,0x13,0xf5,0xcd,0x72,0xcf,0x1b,0x27,0x4e,0xc7,0x86,0xe9,0x42,0xcc,0x2f,0xd7,0xf1,0x04,0x00,0xfd, 0x2d,0xea,0xf0,0xe4,0x12,0xe2,0x8e,0x15,0x3f,0x00,0xc6,0xea,0xbd,0x1e,0x03,0xe1,0x9a,0x12,0xf7,0xd8,0x0d,0xf1,0xa6,0x45,0x05,0x2e,0x7c,0xfa,0x07,0xd8,0xe6,0xd4, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_363_convolution_filters, 32768, layer_363_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_363_convolution_filters, 2, 3, 32768, layer_363_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_363_convolution_requantize_data[] = { +0x11,0x32,0xb1,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_363_convolution_requantize, 4, 1, 4, layer_363_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_365_convolution_bias_data[] = { -0x45,0x01,0x98,0xfc,0x21,0x00,0x67,0x01,0x91,0xfc,0xec,0x03,0x03,0xff,0x17,0x00,0x03,0x07,0x55,0xfc,0x2c,0x03,0x65,0x01,0x66,0x03,0xad,0x05,0xa9,0xfc,0x72,0x03, -0xfa,0x04,0x1b,0x09,0x80,0x00,0xb0,0x02,0x9f,0x17,0x56,0x01,0xa8,0x00,0x0d,0x02,0xd2,0xfe,0xb2,0xfa,0xb8,0x05,0xee,0x01,0x6f,0xfc,0x65,0x08,0x8a,0x02,0x3d,0x03, -0xa8,0xfc,0xef,0x0d,0xac,0xfe,0xb4,0xfe,0x2c,0xfe,0x3f,0xfe,0xa9,0x0f,0x6d,0x02,0xe0,0x01,0x69,0x09,0xb2,0xfe,0xe0,0x00,0xeb,0x03,0xb5,0x00,0x06,0x03,0xbe,0x01, -0xab,0xfa,0x3d,0xfe,0xc6,0x03,0x64,0x06,0x2c,0x00,0x7b,0xfa,0x5f,0xfd,0xca,0xff,0x00,0x00,0x07,0xfd,0x9b,0x03,0x12,0x04,0x5a,0x03,0xb1,0xfc,0x18,0xfa,0xee,0x0b, -}; -DEFINE_TENSOR(layer_365_convolution_bias, 128, layer_365_convolution_bias_data, 1.000000) +0x45,0x01,0x00,0x00,0x98,0xfc,0xff,0xff,0x21,0x00,0x00,0x00,0x67,0x01,0x00,0x00,0x91,0xfc,0xff,0xff,0xec,0x03,0x00,0x00,0x03,0xff,0xff,0xff,0x17,0x00,0x00,0x00, +0x03,0x07,0x00,0x00,0x55,0xfc,0xff,0xff,0x2c,0x03,0x00,0x00,0x65,0x01,0x00,0x00,0x66,0x03,0x00,0x00,0xad,0x05,0x00,0x00,0xa9,0xfc,0xff,0xff,0x72,0x03,0x00,0x00, +0xfa,0x04,0x00,0x00,0x1b,0x09,0x00,0x00,0x80,0x00,0x00,0x00,0xb0,0x02,0x00,0x00,0x9f,0x17,0x00,0x00,0x56,0x01,0x00,0x00,0xa8,0x00,0x00,0x00,0x0d,0x02,0x00,0x00, +0xd2,0xfe,0xff,0xff,0xb2,0xfa,0xff,0xff,0xb8,0x05,0x00,0x00,0xee,0x01,0x00,0x00,0x6f,0xfc,0xff,0xff,0x65,0x08,0x00,0x00,0x8a,0x02,0x00,0x00,0x3d,0x03,0x00,0x00, +0xa8,0xfc,0xff,0xff,0xef,0x0d,0x00,0x00,0xac,0xfe,0xff,0xff,0xb4,0xfe,0xff,0xff,0x2c,0xfe,0xff,0xff,0x3f,0xfe,0xff,0xff,0xa9,0x0f,0x00,0x00,0x6d,0x02,0x00,0x00, +0xe0,0x01,0x00,0x00,0x69,0x09,0x00,0x00,0xb2,0xfe,0xff,0xff,0xe0,0x00,0x00,0x00,0xeb,0x03,0x00,0x00,0xb5,0x00,0x00,0x00,0x06,0x03,0x00,0x00,0xbe,0x01,0x00,0x00, +0xab,0xfa,0xff,0xff,0x3d,0xfe,0xff,0xff,0xc6,0x03,0x00,0x00,0x64,0x06,0x00,0x00,0x2c,0x00,0x00,0x00,0x7b,0xfa,0xff,0xff,0x5f,0xfd,0xff,0xff,0xca,0xff,0xff,0xff, +0x00,0x00,0x00,0x00,0x07,0xfd,0xff,0xff,0x9b,0x03,0x00,0x00,0x12,0x04,0x00,0x00,0x5a,0x03,0x00,0x00,0xb1,0xfc,0xff,0xff,0x18,0xfa,0xff,0xff,0xee,0x0b,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_365_convolution_bias, 4, 4, 256, layer_365_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_365_convolution_filters_data[] = { 0x79,0x01,0x2f,0xfa,0x92,0xe1,0xad,0xe1,0xba,0x0c,0x80,0xe6,0xf0,0xeb,0x61,0xda,0x34,0xea,0x7e,0xf5,0x34,0xed,0xda,0xf9,0xc6,0xf1,0x08,0x0d,0xa7,0xed,0xb1,0x02, @@ -13954,12 +14670,27 @@ static const unsigned char layer_365_convolution_filters_data[] = { 0x7b,0x03,0x9a,0xdd,0x82,0xfc,0x05,0x2f,0x03,0x3b,0xd3,0x1a,0x5a,0xf9,0xf5,0x0d,0x6a,0x01,0xaa,0x1f,0x99,0xf2,0xc5,0xf5,0x26,0x19,0x69,0x1d,0x6d,0xff,0x7f,0xe6, 0x2d,0xdb,0x74,0xe2,0x7e,0xfd,0x84,0xef,0x3c,0xfe,0xa4,0x12,0x96,0x47,0xae,0x1d,0x1e,0x1b,0x23,0x3f,0xc0,0x3e,0x6b,0x0c,0x65,0x0f,0xa3,0x11,0xa6,0x0b,0xa7,0x0d, 0x2c,0x0f,0x9c,0x13,0xcb,0x1e,0x68,0x19,0x63,0x2a,0x9d,0x3f,0x10,0x26,0x43,0xef,0xd2,0xf9,0xad,0x09,0x39,0xe0,0xc4,0x02,0x0e,0x3e,0xd2,0xf0,0xb5,0x06,0x66,0x13, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_365_convolution_filters, 1152, layer_365_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_365_convolution_filters, 2, 3, 1152, layer_365_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_365_convolution_requantize_data[] = { +0x47,0xa6,0x3b,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_365_convolution_requantize, 4, 1, 4, layer_365_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_367_convolution_bias_data[] = { -0xdd,0x00,0xf4,0x00,0x5b,0xf9,0x61,0x01,0x18,0xff,0x53,0x01,0x83,0xf9,0x68,0x02,0x9d,0xfd,0xf9,0x01,0x3b,0xf6,0x5f,0xff,}; -DEFINE_TENSOR(layer_367_convolution_bias, 24, layer_367_convolution_bias_data, 1.000000) +0xdd,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0x5b,0xf9,0xff,0xff,0x61,0x01,0x00,0x00,0x18,0xff,0xff,0xff,0x53,0x01,0x00,0x00,0x83,0xf9,0xff,0xff,0x68,0x02,0x00,0x00, +0x9d,0xfd,0xff,0xff,0xf9,0x01,0x00,0x00,0x3b,0xf6,0xff,0xff,0x5f,0xff,0xff,0xff,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_367_convolution_bias, 4, 4, 48, layer_367_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_367_convolution_filters_data[] = { 0x62,0xfb,0x85,0xf9,0x18,0xee,0x36,0x04,0xba,0xfa,0x22,0x0b,0x0c,0x02,0x3b,0x02,0x2d,0xe0,0x71,0xf8,0x8f,0x0e,0x22,0xfd,0xdd,0xc8,0x7a,0x07,0xc7,0xf8,0x15,0xec, @@ -14010,16 +14741,34 @@ static const unsigned char layer_367_convolution_filters_data[] = { 0x71,0xf9,0xed,0xe0,0x59,0xe5,0xba,0xfc,0xcc,0x23,0x34,0x03,0x6d,0x06,0x5b,0xfe,0x79,0x08,0x20,0x00,0x0a,0x07,0x68,0xf6,0x40,0x09,0x60,0xd5,0xff,0x07,0x88,0xfc, 0xb5,0xf8,0x71,0xe9,0xfe,0x11,0x8b,0xfa,0x03,0x05,0x1b,0xf6,0x02,0x13,0xd0,0x0f,0x2e,0xcf,0xf4,0xf0,0xa2,0xf0,0x8c,0x2c,0x2f,0x06,0xfa,0xfe,0xeb,0x0d,0x7b,0xf9, 0x6d,0x12,0x13,0xfb,0x7f,0x0a,0x6d,0x00,0x5f,0x09,0x33,0x04,0x8b,0xf9,0x31,0xfa,0x66,0xdb,0x42,0x0b,0x00,0x13,0x9b,0x0b,0x4f,0x0b,0x33,0x2e,0x7f,0x2b,0xfb,0x01, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_367_convolution_filters, 1536, layer_367_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_367_convolution_filters, 2, 3, 1536, layer_367_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_367_convolution_requantize_data[] = { +0xd4,0xb4,0xbe,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_367_convolution_requantize, 4, 1, 4, layer_367_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_369_convolution_bias_data[] = { -0x48,0xf6,0xea,0x10,0x44,0x0a,0x61,0xff,0x0c,0xff,0x1a,0x04,0x2c,0xfe,0x86,0x00,0xae,0x02,0x37,0x04,0x3c,0xff,0x22,0x05,0x9a,0xfb,0x85,0x02,0x48,0x0a,0x31,0x05, -0x80,0xfc,0x8a,0x07,0xd6,0x02,0x2a,0xfb,0xe8,0xfa,0xfe,0xfa,0xe9,0xff,0x77,0x01,0xa2,0xfb,0x5a,0x03,0x52,0x00,0x57,0x01,0x75,0x03,0xa1,0x08,0xdb,0x08,0x77,0x07, -0x8d,0xfd,0x88,0xf3,0x34,0xfc,0x9d,0xff,0x06,0x08,0x5a,0xfd,0xb0,0xf1,0x58,0x0b,0xfe,0xfa,0x91,0xfd,0xf3,0xfa,0xf0,0x07,0x8a,0x00,0x0d,0xfb,0x62,0x03,0x88,0x00, -0x5b,0x05,0xde,0x13,0xdf,0x08,0xc0,0xfa,0xf6,0x03,0xb1,0x05,0x1b,0xfb,0x2d,0xfa,0xa6,0x05,0xf5,0x03,0xf5,0xfa,0x67,0xfd,0x99,0x04,0xae,0xfe,0x61,0x00,0x09,0x05, -}; -DEFINE_TENSOR(layer_369_convolution_bias, 128, layer_369_convolution_bias_data, 1.000000) +0x48,0xf6,0xff,0xff,0xea,0x10,0x00,0x00,0x44,0x0a,0x00,0x00,0x61,0xff,0xff,0xff,0x0c,0xff,0xff,0xff,0x1a,0x04,0x00,0x00,0x2c,0xfe,0xff,0xff,0x86,0x00,0x00,0x00, +0xae,0x02,0x00,0x00,0x37,0x04,0x00,0x00,0x3c,0xff,0xff,0xff,0x22,0x05,0x00,0x00,0x9a,0xfb,0xff,0xff,0x85,0x02,0x00,0x00,0x48,0x0a,0x00,0x00,0x31,0x05,0x00,0x00, +0x80,0xfc,0xff,0xff,0x8a,0x07,0x00,0x00,0xd6,0x02,0x00,0x00,0x2a,0xfb,0xff,0xff,0xe8,0xfa,0xff,0xff,0xfe,0xfa,0xff,0xff,0xe9,0xff,0xff,0xff,0x77,0x01,0x00,0x00, +0xa2,0xfb,0xff,0xff,0x5a,0x03,0x00,0x00,0x52,0x00,0x00,0x00,0x57,0x01,0x00,0x00,0x75,0x03,0x00,0x00,0xa1,0x08,0x00,0x00,0xdb,0x08,0x00,0x00,0x77,0x07,0x00,0x00, +0x8d,0xfd,0xff,0xff,0x88,0xf3,0xff,0xff,0x34,0xfc,0xff,0xff,0x9d,0xff,0xff,0xff,0x06,0x08,0x00,0x00,0x5a,0xfd,0xff,0xff,0xb0,0xf1,0xff,0xff,0x58,0x0b,0x00,0x00, +0xfe,0xfa,0xff,0xff,0x91,0xfd,0xff,0xff,0xf3,0xfa,0xff,0xff,0xf0,0x07,0x00,0x00,0x8a,0x00,0x00,0x00,0x0d,0xfb,0xff,0xff,0x62,0x03,0x00,0x00,0x88,0x00,0x00,0x00, +0x5b,0x05,0x00,0x00,0xde,0x13,0x00,0x00,0xdf,0x08,0x00,0x00,0xc0,0xfa,0xff,0xff,0xf6,0x03,0x00,0x00,0xb1,0x05,0x00,0x00,0x1b,0xfb,0xff,0xff,0x2d,0xfa,0xff,0xff, +0xa6,0x05,0x00,0x00,0xf5,0x03,0x00,0x00,0xf5,0xfa,0xff,0xff,0x67,0xfd,0xff,0xff,0x99,0x04,0x00,0x00,0xae,0xfe,0xff,0xff,0x61,0x00,0x00,0x00,0x09,0x05,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_369_convolution_bias, 4, 4, 256, layer_369_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_369_convolution_filters_data[] = { 0xb3,0x03,0xcf,0x10,0x0d,0x1c,0xa7,0xe5,0x9d,0x0b,0xfd,0x20,0xed,0x05,0x87,0x48,0x37,0x3d,0xa7,0xdb,0x9c,0xe9,0x71,0xf1,0x61,0xee,0x75,0x4e,0xc3,0xf6,0xfe,0xe7, @@ -14058,12 +14807,26 @@ static const unsigned char layer_369_convolution_filters_data[] = { 0x86,0x17,0x12,0xf4,0xd9,0xce,0xd7,0xcc,0x30,0x2f,0xe2,0x21,0xe8,0xfc,0x66,0xce,0x3c,0xda,0x47,0x08,0x94,0xf6,0x25,0x3c,0xb7,0xd6,0x5a,0x2c,0xba,0xe7,0x0a,0xf1, 0x8d,0xed,0xc3,0xc7,0x85,0x0e,0x1c,0x0d,0xfe,0xeb,0x21,0xd1,0xad,0x2b,0x00,0xf2,0xfd,0x06,0xfa,0x24,0x03,0x1e,0x08,0xf1,0x56,0xfb,0x7e,0x2e,0xd0,0x3c,0xe0,0x44, 0xe0,0x31,0x3e,0x24,0xa8,0x10,0x01,0x1b,0x1e,0x14,0xb0,0x14,0x3e,0x16,0x7c,0x1e,0xc9,0xcc,0x55,0xf6,0x54,0xe5,0xff,0xdd,0xad,0x24,0x64,0xe3,0xc5,0x04,0x5c,0x22, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_369_convolution_filters, 1152, layer_369_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_369_convolution_filters, 2, 3, 1152, layer_369_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_369_convolution_requantize_data[] = { +0x02,0x4f,0xfc,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_369_convolution_requantize, 4, 1, 4, layer_369_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_371_convolution_bias_data[] = { -0x41,0x08,0xb6,0xf6,0xf1,0x07,0x82,0xf8,0xf5,0x0c,0xc4,0xf1,}; -DEFINE_TENSOR(layer_371_convolution_bias, 12, layer_371_convolution_bias_data, 1.000000) +0x41,0x08,0x00,0x00,0xb6,0xf6,0xff,0xff,0xf1,0x07,0x00,0x00,0x82,0xf8,0xff,0xff,0xf5,0x0c,0x00,0x00,0xc4,0xf1,0xff,0xff,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_371_convolution_bias, 4, 4, 24, layer_371_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_371_convolution_filters_data[] = { 0xbb,0xef,0xa1,0x37,0xd9,0x1a,0xc5,0x06,0xba,0xf6,0xd3,0x22,0x34,0xfa,0xde,0xfc,0x44,0x0e,0xef,0x44,0x91,0x01,0x0a,0x1d,0x20,0xe0,0xd5,0xb6,0x62,0x23,0xfd,0xf9, @@ -14090,16 +14853,34 @@ static const unsigned char layer_371_convolution_filters_data[] = { 0xd3,0x12,0xe6,0xe6,0x2d,0x1f,0x8b,0xf2,0xaf,0x00,0xe4,0xff,0x3d,0xf5,0xaa,0x1e,0x9d,0x19,0x67,0xf6,0x2b,0x06,0x29,0xd7,0x98,0x04,0x03,0xd6,0x74,0xf5,0x24,0xed, 0x8c,0x0c,0xb5,0xbf,0x11,0x29,0x69,0xf1,0x6a,0xce,0x9e,0xfd,0xff,0x7f,0x48,0xdb,0x59,0xec,0xd6,0x03,0x89,0x12,0xaf,0xf8,0x96,0xe9,0x5e,0x08,0xd1,0xd3,0xc1,0xd3, 0x30,0x0b,0x3e,0xd3,0xce,0xcb,0xff,0xdd,0x55,0xe4,0xd0,0xe4,0x6a,0x04,0x44,0xc3,0x1d,0x07,0xd0,0xfa,0x70,0x02,0x23,0x07,0x63,0xee,0xe3,0x00,0xea,0x4c,0x9d,0xd4, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_371_convolution_filters, 768, layer_371_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_371_convolution_filters, 2, 3, 768, layer_371_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_371_convolution_requantize_data[] = { +0xce,0x02,0x3f,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_371_convolution_requantize, 4, 1, 4, layer_371_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_373_convolution_bias_data[] = { -0x4c,0xfd,0x90,0xff,0x44,0xfe,0x82,0x00,0x07,0xfe,0x93,0x05,0x73,0xfe,0x47,0xfd,0xfc,0x08,0x39,0x04,0x4d,0xfe,0x15,0xfd,0xde,0x00,0x88,0x05,0x00,0x00,0x41,0x02, -0x8d,0x06,0xfc,0x00,0x79,0xfd,0xab,0x03,0x2b,0x05,0x03,0x00,0xc2,0xfe,0xcc,0x01,0x53,0x08,0xb9,0xff,0x68,0x00,0xc2,0x05,0x6d,0x07,0x63,0x03,0x53,0xfd,0x20,0x08, -0x5f,0xfe,0x40,0x01,0xf0,0x05,0x8d,0x00,0xd9,0x07,0xd6,0xff,0x92,0x02,0x78,0xff,0x29,0x02,0x86,0xff,0xc5,0x01,0xec,0x04,0xdf,0xfc,0xa2,0xff,0x87,0xff,0x16,0x03, -0xa6,0xff,0x8d,0x00,0x6b,0xfe,0x48,0xfc,0x8e,0xfe,0x36,0x06,0xa2,0xfd,0xcb,0x00,0xf6,0x07,0xcb,0xfd,0xd3,0x06,0xba,0x04,0xbd,0x09,0xca,0x06,0xd3,0xfd,0x87,0x01, -}; -DEFINE_TENSOR(layer_373_convolution_bias, 128, layer_373_convolution_bias_data, 1.000000) +0x4c,0xfd,0xff,0xff,0x90,0xff,0xff,0xff,0x44,0xfe,0xff,0xff,0x82,0x00,0x00,0x00,0x07,0xfe,0xff,0xff,0x93,0x05,0x00,0x00,0x73,0xfe,0xff,0xff,0x47,0xfd,0xff,0xff, +0xfc,0x08,0x00,0x00,0x39,0x04,0x00,0x00,0x4d,0xfe,0xff,0xff,0x15,0xfd,0xff,0xff,0xde,0x00,0x00,0x00,0x88,0x05,0x00,0x00,0x00,0x00,0x00,0x00,0x41,0x02,0x00,0x00, +0x8d,0x06,0x00,0x00,0xfc,0x00,0x00,0x00,0x79,0xfd,0xff,0xff,0xab,0x03,0x00,0x00,0x2b,0x05,0x00,0x00,0x03,0x00,0x00,0x00,0xc2,0xfe,0xff,0xff,0xcc,0x01,0x00,0x00, +0x53,0x08,0x00,0x00,0xb9,0xff,0xff,0xff,0x68,0x00,0x00,0x00,0xc2,0x05,0x00,0x00,0x6d,0x07,0x00,0x00,0x63,0x03,0x00,0x00,0x53,0xfd,0xff,0xff,0x20,0x08,0x00,0x00, +0x5f,0xfe,0xff,0xff,0x40,0x01,0x00,0x00,0xf0,0x05,0x00,0x00,0x8d,0x00,0x00,0x00,0xd9,0x07,0x00,0x00,0xd6,0xff,0xff,0xff,0x92,0x02,0x00,0x00,0x78,0xff,0xff,0xff, +0x29,0x02,0x00,0x00,0x86,0xff,0xff,0xff,0xc5,0x01,0x00,0x00,0xec,0x04,0x00,0x00,0xdf,0xfc,0xff,0xff,0xa2,0xff,0xff,0xff,0x87,0xff,0xff,0xff,0x16,0x03,0x00,0x00, +0xa6,0xff,0xff,0xff,0x8d,0x00,0x00,0x00,0x6b,0xfe,0xff,0xff,0x48,0xfc,0xff,0xff,0x8e,0xfe,0xff,0xff,0x36,0x06,0x00,0x00,0xa2,0xfd,0xff,0xff,0xcb,0x00,0x00,0x00, +0xf6,0x07,0x00,0x00,0xcb,0xfd,0xff,0xff,0xd3,0x06,0x00,0x00,0xba,0x04,0x00,0x00,0xbd,0x09,0x00,0x00,0xca,0x06,0x00,0x00,0xd3,0xfd,0xff,0xff,0x87,0x01,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_373_convolution_bias, 4, 4, 256, layer_373_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_373_convolution_filters_data[] = { 0xfb,0xea,0xd5,0xf0,0x02,0xfa,0x54,0x12,0x28,0xec,0x8f,0xfa,0x3c,0xfa,0x1d,0x08,0x05,0xed,0x13,0x08,0x96,0x0c,0xf6,0xe9,0xc9,0x0f,0xa7,0x12,0x4c,0xe9,0xbe,0x04, @@ -14138,13 +14919,29 @@ static const unsigned char layer_373_convolution_filters_data[] = { 0x54,0xf0,0x8e,0xee,0x80,0xfc,0x10,0x03,0xcd,0xf6,0x73,0xec,0x57,0xf3,0x0e,0x0e,0x1c,0xf0,0xb5,0x0c,0x9b,0x10,0x9a,0xfd,0x9b,0xf6,0xad,0xe3,0x6f,0xfe,0xc3,0xf8, 0x3b,0xfd,0x49,0xdb,0x75,0x25,0x97,0xf4,0x9b,0xf0,0xd6,0x14,0x70,0xf9,0x80,0x0e,0x52,0x02,0xda,0xdc,0xc4,0xf8,0xb9,0xf3,0x61,0xfa,0x91,0xf4,0x58,0x22,0xa5,0xfd, 0xf5,0xf8,0xe2,0x1d,0xab,0xfd,0xe5,0xf3,0xc0,0x1a,0x18,0x14,0xf8,0x01,0x72,0xfc,0xf5,0xd9,0x58,0xf8,0xf6,0x00,0x31,0x40,0x5c,0x3d,0x35,0x07,0xd8,0x33,0x65,0x14, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_373_convolution_filters, 1152, layer_373_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_373_convolution_filters, 2, 3, 1152, layer_373_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_373_convolution_requantize_data[] = { +0x8a,0x85,0x3c,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_373_convolution_requantize, 4, 1, 4, layer_373_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_375_convolution_bias_data[] = { -0xbc,0xfe,0x29,0xfe,0xa6,0x02,0x17,0xfe,0x51,0x01,0x10,0x00,0xf2,0xff,0x8f,0x02,0x4e,0x02,0x53,0x02,0x01,0xfe,0x54,0xfd,0x08,0x03,0xdc,0xfc,0xae,0x00,0x2f,0x01, -0x3f,0xfe,0x42,0x04,0xe0,0x01,0x90,0x03,0x2b,0xfd,0x52,0xfb,0xfd,0x03,0x9f,0xfb,0xec,0xff,0x31,0x01,0xdf,0xfc,0xd2,0x04,0x91,0x01,0x30,0x06,}; -DEFINE_TENSOR(layer_375_convolution_bias, 60, layer_375_convolution_bias_data, 1.000000) +0xbc,0xfe,0xff,0xff,0x29,0xfe,0xff,0xff,0xa6,0x02,0x00,0x00,0x17,0xfe,0xff,0xff,0x51,0x01,0x00,0x00,0x10,0x00,0x00,0x00,0xf2,0xff,0xff,0xff,0x8f,0x02,0x00,0x00, +0x4e,0x02,0x00,0x00,0x53,0x02,0x00,0x00,0x01,0xfe,0xff,0xff,0x54,0xfd,0xff,0xff,0x08,0x03,0x00,0x00,0xdc,0xfc,0xff,0xff,0xae,0x00,0x00,0x00,0x2f,0x01,0x00,0x00, +0x3f,0xfe,0xff,0xff,0x42,0x04,0x00,0x00,0xe0,0x01,0x00,0x00,0x90,0x03,0x00,0x00,0x2b,0xfd,0xff,0xff,0x52,0xfb,0xff,0xff,0xfd,0x03,0x00,0x00,0x9f,0xfb,0xff,0xff, +0xec,0xff,0xff,0xff,0x31,0x01,0x00,0x00,0xdf,0xfc,0xff,0xff,0xd2,0x04,0x00,0x00,0x91,0x01,0x00,0x00,0x30,0x06,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_375_convolution_bias, 4, 4, 120, layer_375_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_375_convolution_filters_data[] = { 0x3e,0x07,0x45,0x0e,0xd6,0xe5,0xb3,0xf7,0xa9,0x01,0x38,0xfc,0x99,0x04,0x2d,0xf9,0xee,0x01,0x2e,0x08,0x98,0xf3,0xfb,0xfd,0xc6,0xc0,0x58,0xde,0xfe,0xfd,0xd8,0x59, @@ -14267,20 +15064,42 @@ static const unsigned char layer_375_convolution_filters_data[] = { 0x85,0xff,0x0f,0x16,0x38,0x09,0xaf,0x0c,0x7a,0x09,0xde,0xe6,0x77,0x02,0x7b,0xe3,0x74,0x1b,0x06,0xf2,0x03,0x06,0xf9,0x07,0x38,0x1a,0x53,0x12,0xe0,0x05,0x60,0x2b, 0x2f,0xee,0x9b,0x08,0xf9,0xd4,0x75,0x0b,0x26,0x25,0x36,0x03,0xf0,0x1f,0xbf,0xfc,0x1e,0x12,0x2e,0xf9,0x2a,0x15,0xdc,0x3e,0xf5,0x07,0x93,0xfe,0x51,0x14,0xae,0x0d, 0xd4,0xf2,0x62,0xfc,0xb3,0x04,0xe6,0xed,0x60,0x0c,0xcc,0x11,0xb6,0x06,0x9d,0x01,0xd6,0x1a,0x79,0x03,0x7d,0x2e,0xdf,0x16,0xe0,0x34,0x47,0x28,0xbf,0x21,0x69,0x31, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_375_convolution_filters, 3840, layer_375_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_375_convolution_filters, 2, 3, 3840, layer_375_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_375_convolution_requantize_data[] = { +0xa8,0x3e,0x7d,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_375_convolution_requantize, 4, 1, 4, layer_375_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_377_convolution_bias_data[] = { -0x43,0xff,0xd6,0x00,0xc3,0x04,0xa1,0xfd,0xde,0x00,0xf5,0xfd,0x38,0xfe,0xe8,0x01,0xee,0x01,0x92,0xff,0x19,0xff,0xfb,0xfb,0xdb,0xfb,0x94,0xff,0x7b,0x04,0xd1,0x02, -0x44,0x03,0x5c,0xfc,0xd0,0x02,0x8f,0x05,0x40,0xfd,0xdd,0x03,0x1c,0x05,0xa6,0x00,0x49,0xfd,0x48,0x04,0xc1,0x00,0x41,0x01,0x8e,0x03,0x70,0xff,0xc1,0x03,0x2b,0x02, -0xf2,0x05,0xff,0x05,0x42,0x04,0x02,0x00,0x04,0x05,0xd4,0x02,0xc4,0xfe,0xce,0x03,0xc8,0xfc,0x69,0x03,0x80,0x03,0x00,0x00,0x0a,0xff,0x2c,0x01,0x27,0xfd,0xf5,0xff, -0xad,0x00,0x4f,0x03,0x01,0x04,0x23,0xfb,0xaa,0x03,0x0e,0x00,0xeb,0xfe,0x36,0x01,0x1d,0x01,0x2d,0xfc,0x8f,0x05,0xd9,0xfe,0x75,0x00,0x2f,0x04,0x52,0x03,0x8e,0x02, -0xc7,0x06,0x31,0x05,0xf1,0x01,0x97,0x02,0x39,0x01,0x8f,0xfd,0xe6,0xfc,0x39,0xfe,0xa6,0xfe,0xd4,0x01,0xbf,0x04,0xe7,0x03,0x7d,0xfd,0x3c,0x04,0x01,0x00,0x1d,0x03, -0x71,0xff,0xce,0xff,0x33,0xfe,0x1b,0x04,0xc8,0x00,0x58,0xfe,0x10,0xfe,0xf0,0xfb,0x01,0x02,0xc3,0x01,0x52,0x05,0x29,0x00,0x47,0x04,0x54,0x01,0x8b,0x05,0x96,0x01, -0xd3,0xfd,0x9b,0xfa,0x8b,0xff,0x06,0x05,0x28,0xfe,0xed,0x05,0xed,0xff,0x14,0xff,0x31,0xfb,0x81,0xfd,0x2d,0xfc,0xce,0xfb,0x53,0x03,0x0c,0xfd,0x87,0xff,0x74,0x03, -0x04,0x01,0x06,0x04,0xbe,0x00,0x51,0x03,0xfd,0xfe,0x51,0x00,0x1e,0xfc,0xf7,0x02,0xe5,0x08,0x8e,0xfb,0x07,0xfd,0x73,0x00,0x9f,0x01,0x50,0x03,0xd7,0xfc,0xa6,0x05, -}; -DEFINE_TENSOR(layer_377_convolution_bias, 256, layer_377_convolution_bias_data, 1.000000) +0x43,0xff,0xff,0xff,0xd6,0x00,0x00,0x00,0xc3,0x04,0x00,0x00,0xa1,0xfd,0xff,0xff,0xde,0x00,0x00,0x00,0xf5,0xfd,0xff,0xff,0x38,0xfe,0xff,0xff,0xe8,0x01,0x00,0x00, +0xee,0x01,0x00,0x00,0x92,0xff,0xff,0xff,0x19,0xff,0xff,0xff,0xfb,0xfb,0xff,0xff,0xdb,0xfb,0xff,0xff,0x94,0xff,0xff,0xff,0x7b,0x04,0x00,0x00,0xd1,0x02,0x00,0x00, +0x44,0x03,0x00,0x00,0x5c,0xfc,0xff,0xff,0xd0,0x02,0x00,0x00,0x8f,0x05,0x00,0x00,0x40,0xfd,0xff,0xff,0xdd,0x03,0x00,0x00,0x1c,0x05,0x00,0x00,0xa6,0x00,0x00,0x00, +0x49,0xfd,0xff,0xff,0x48,0x04,0x00,0x00,0xc1,0x00,0x00,0x00,0x41,0x01,0x00,0x00,0x8e,0x03,0x00,0x00,0x70,0xff,0xff,0xff,0xc1,0x03,0x00,0x00,0x2b,0x02,0x00,0x00, +0xf2,0x05,0x00,0x00,0xff,0x05,0x00,0x00,0x42,0x04,0x00,0x00,0x02,0x00,0x00,0x00,0x04,0x05,0x00,0x00,0xd4,0x02,0x00,0x00,0xc4,0xfe,0xff,0xff,0xce,0x03,0x00,0x00, +0xc8,0xfc,0xff,0xff,0x69,0x03,0x00,0x00,0x80,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x0a,0xff,0xff,0xff,0x2c,0x01,0x00,0x00,0x27,0xfd,0xff,0xff,0xf5,0xff,0xff,0xff, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_377_convolution_bias, 4, 4, 512, layer_377_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_377_convolution_filters_data[] = { 0xcd,0x35,0x86,0x32,0x5c,0x42,0x46,0x38,0x45,0x2a,0xc5,0xfe,0xf9,0xea,0xdc,0x14,0x9d,0xf8,0xf5,0x13,0x7b,0xf9,0xd4,0x2d,0x71,0x34,0x7e,0x04,0xa5,0x31,0xb9,0xed, @@ -14355,12 +15174,27 @@ static const unsigned char layer_377_convolution_filters_data[] = { 0xfa,0x2f,0xb6,0xf9,0x30,0x23,0x6e,0xe9,0x59,0xdf,0x21,0xe5,0xc1,0xe8,0x91,0x41,0xc6,0x38,0x3f,0x27,0x0e,0xf3,0xe8,0x17,0x86,0xf7,0xaa,0xe3,0x3e,0x14,0xcc,0xf6, 0x6f,0x78,0x0a,0x15,0x98,0x11,0x1e,0x0c,0x35,0x0e,0x9d,0x23,0x19,0xd5,0x26,0x2b,0x1d,0x24,0x07,0xde,0x89,0xd2,0xe4,0x20,0xfc,0x09,0xff,0xe3,0xca,0xe0,0x14,0x3b, 0x56,0xf9,0x69,0x12,0x6a,0x05,0x18,0x18,0x69,0x2e,0x30,0xce,0x15,0xd7,0x1f,0x15,0x22,0xd6,0x42,0x17,0xcb,0xdf,0xa1,0x04,0xae,0xca,0xa1,0xe8,0x72,0xfa,0xf1,0xfd, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_377_convolution_filters, 2304, layer_377_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_377_convolution_filters, 2, 3, 2304, layer_377_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_377_convolution_requantize_data[] = { +0x85,0x61,0xc6,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_377_convolution_requantize, 4, 1, 4, layer_377_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_379_convolution_bias_data[] = { -0x79,0xfe,0xe0,0xff,0x14,0xfa,0x07,0xff,0x21,0xfe,0x38,0x00,0x24,0xf9,0xdc,0xfe,}; -DEFINE_TENSOR(layer_379_convolution_bias, 16, layer_379_convolution_bias_data, 1.000000) +0x79,0xfe,0xff,0xff,0xe0,0xff,0xff,0xff,0x14,0xfa,0xff,0xff,0x07,0xff,0xff,0xff,0x21,0xfe,0xff,0xff,0x38,0x00,0x00,0x00,0x24,0xf9,0xff,0xff,0xdc,0xfe,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_379_convolution_bias, 4, 4, 32, layer_379_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_379_convolution_filters_data[] = { 0xbf,0xed,0xf8,0x06,0xe2,0xe9,0x72,0xfd,0xe6,0xe5,0x90,0xda,0xde,0xfb,0x42,0xfa,0x1e,0x2d,0x4d,0x08,0x06,0xff,0x52,0x08,0xcc,0x08,0x39,0xff,0xc4,0x1d,0x2b,0x05, @@ -14427,20 +15261,42 @@ static const unsigned char layer_379_convolution_filters_data[] = { 0x6d,0xfa,0xaf,0xf5,0xbc,0x0f,0x82,0xee,0x92,0xfb,0xd5,0x0d,0x72,0x06,0x96,0xf4,0x77,0x04,0x61,0xf6,0x9f,0x07,0xac,0x16,0x64,0xfa,0xa8,0x46,0xec,0xfa,0xad,0x03, 0xb4,0x01,0xae,0x03,0xd4,0x40,0x7f,0xb0,0xb0,0xfd,0xc0,0xe4,0x15,0x05,0x45,0xf6,0x5a,0x04,0x7b,0x07,0xdb,0x02,0x92,0xdd,0x08,0x04,0x8a,0xf6,0xfe,0xf2,0x21,0xbf, 0x4f,0x08,0x9f,0x1f,0xd6,0x83,0xe5,0xf0,0x6a,0x22,0x5e,0xff,0xbc,0xf4,0x42,0x53,0x67,0xe2,0xaa,0xf8,0x06,0x08,0x8c,0xee,0xe7,0x0f,0x8f,0xfd,0xb8,0xe9,0xdb,0x23, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_379_convolution_filters, 2048, layer_379_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_379_convolution_filters, 2, 3, 2048, layer_379_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_379_convolution_requantize_data[] = { +0x9f,0x40,0x4f,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_379_convolution_requantize, 4, 1, 4, layer_379_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_381_convolution_bias_data[] = { -0x8d,0xff,0x8e,0x04,0x0e,0x03,0x02,0x04,0xa7,0xfc,0xe9,0x05,0x63,0xfe,0x3c,0xfc,0xa0,0x03,0x7b,0xff,0x46,0x05,0xe1,0x04,0x6f,0xfe,0x37,0xfe,0xdd,0x02,0x8c,0xfe, -0x77,0xfe,0x8e,0xfe,0xa2,0xfe,0x36,0x00,0x8c,0xff,0xfb,0xfc,0xfb,0xfc,0x71,0xfe,0xa2,0xff,0x76,0xfc,0xf4,0x00,0x0f,0xfe,0xb7,0xfc,0x80,0xfc,0xbb,0x00,0x34,0xfe, -0xb2,0x02,0x24,0xfd,0x91,0x04,0x20,0xff,0x40,0xfd,0xd8,0xfc,0x2d,0x00,0x1b,0x01,0xb7,0x00,0xa1,0xfd,0x4d,0xfe,0x66,0xff,0x4e,0xff,0xc1,0xff,0x08,0x04,0x7d,0x01, -0xef,0x04,0x87,0xff,0xa0,0xfe,0x2a,0xfe,0x02,0x03,0xcd,0x03,0x25,0x02,0x3c,0x01,0x57,0x06,0xfa,0x01,0x68,0x02,0x01,0x04,0x78,0x04,0x1a,0x08,0x9d,0x01,0x17,0x00, -0x76,0x02,0x9f,0x04,0x63,0xfc,0xc5,0x03,0xbc,0x01,0x4e,0x03,0xaf,0xfd,0x55,0x03,0xc4,0x00,0xcc,0x00,0xaf,0x02,0xf3,0xff,0x7a,0x02,0x85,0x03,0x0d,0x02,0x06,0xfe, -0x63,0x03,0xb5,0xfc,0x91,0xfe,0xd5,0x00,0x06,0x02,0x90,0xfb,0x5b,0xfc,0xd8,0xff,0x26,0x03,0xca,0x02,0xdc,0xff,0xba,0xfd,0xfd,0xfc,0x92,0xfe,0x4b,0xfe,0x05,0x05, -0x31,0xfd,0x3a,0x02,0xeb,0x01,0x7b,0xfe,0x08,0xfd,0x81,0xfd,0x63,0xff,0x5e,0xff,0x8c,0x04,0xf7,0x03,0x86,0xfe,0x86,0x02,0x0a,0x04,0xe6,0x02,0x67,0x00,0x12,0xff, -0x0c,0xff,0x64,0x00,0xaa,0x00,0x19,0x00,0xca,0x03,0x1c,0x02,0xc3,0x04,0xe8,0xff,0x4f,0x03,0x03,0x01,0x6b,0xff,0x5b,0x02,0x69,0x04,0x59,0x04,0x0e,0x02,0x04,0xff, -}; -DEFINE_TENSOR(layer_381_convolution_bias, 256, layer_381_convolution_bias_data, 1.000000) +0x8d,0xff,0xff,0xff,0x8e,0x04,0x00,0x00,0x0e,0x03,0x00,0x00,0x02,0x04,0x00,0x00,0xa7,0xfc,0xff,0xff,0xe9,0x05,0x00,0x00,0x63,0xfe,0xff,0xff,0x3c,0xfc,0xff,0xff, +0xa0,0x03,0x00,0x00,0x7b,0xff,0xff,0xff,0x46,0x05,0x00,0x00,0xe1,0x04,0x00,0x00,0x6f,0xfe,0xff,0xff,0x37,0xfe,0xff,0xff,0xdd,0x02,0x00,0x00,0x8c,0xfe,0xff,0xff, +0x77,0xfe,0xff,0xff,0x8e,0xfe,0xff,0xff,0xa2,0xfe,0xff,0xff,0x36,0x00,0x00,0x00,0x8c,0xff,0xff,0xff,0xfb,0xfc,0xff,0xff,0xfb,0xfc,0xff,0xff,0x71,0xfe,0xff,0xff, +0xa2,0xff,0xff,0xff,0x76,0xfc,0xff,0xff,0xf4,0x00,0x00,0x00,0x0f,0xfe,0xff,0xff,0xb7,0xfc,0xff,0xff,0x80,0xfc,0xff,0xff,0xbb,0x00,0x00,0x00,0x34,0xfe,0xff,0xff, +0xb2,0x02,0x00,0x00,0x24,0xfd,0xff,0xff,0x91,0x04,0x00,0x00,0x20,0xff,0xff,0xff,0x40,0xfd,0xff,0xff,0xd8,0xfc,0xff,0xff,0x2d,0x00,0x00,0x00,0x1b,0x01,0x00,0x00, +0xb7,0x00,0x00,0x00,0xa1,0xfd,0xff,0xff,0x4d,0xfe,0xff,0xff,0x66,0xff,0xff,0xff,0x4e,0xff,0xff,0xff,0xc1,0xff,0xff,0xff,0x08,0x04,0x00,0x00,0x7d,0x01,0x00,0x00, +0xef,0x04,0x00,0x00,0x87,0xff,0xff,0xff,0xa0,0xfe,0xff,0xff,0x2a,0xfe,0xff,0xff,0x02,0x03,0x00,0x00,0xcd,0x03,0x00,0x00,0x25,0x02,0x00,0x00,0x3c,0x01,0x00,0x00, +0x57,0x06,0x00,0x00,0xfa,0x01,0x00,0x00,0x68,0x02,0x00,0x00,0x01,0x04,0x00,0x00,0x78,0x04,0x00,0x00,0x1a,0x08,0x00,0x00,0x9d,0x01,0x00,0x00,0x17,0x00,0x00,0x00, +0x76,0x02,0x00,0x00,0x9f,0x04,0x00,0x00,0x63,0xfc,0xff,0xff,0xc5,0x03,0x00,0x00,0xbc,0x01,0x00,0x00,0x4e,0x03,0x00,0x00,0xaf,0xfd,0xff,0xff,0x55,0x03,0x00,0x00, +0xc4,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,0xaf,0x02,0x00,0x00,0xf3,0xff,0xff,0xff,0x7a,0x02,0x00,0x00,0x85,0x03,0x00,0x00,0x0d,0x02,0x00,0x00,0x06,0xfe,0xff,0xff, +0x63,0x03,0x00,0x00,0xb5,0xfc,0xff,0xff,0x91,0xfe,0xff,0xff,0xd5,0x00,0x00,0x00,0x06,0x02,0x00,0x00,0x90,0xfb,0xff,0xff,0x5b,0xfc,0xff,0xff,0xd8,0xff,0xff,0xff, +0x26,0x03,0x00,0x00,0xca,0x02,0x00,0x00,0xdc,0xff,0xff,0xff,0xba,0xfd,0xff,0xff,0xfd,0xfc,0xff,0xff,0x92,0xfe,0xff,0xff,0x4b,0xfe,0xff,0xff,0x05,0x05,0x00,0x00, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_381_convolution_bias, 4, 4, 512, layer_381_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_381_convolution_filters_data[] = { 0x83,0x15,0x0d,0x06,0x9a,0xc6,0xed,0x2a,0x80,0xdd,0x0e,0xe5,0x78,0xf5,0xf1,0xd8,0x7b,0xca,0x3c,0xd4,0xfe,0x35,0x4c,0xd6,0x96,0x3b,0xf7,0xde,0xd9,0x2c,0xc8,0x1f, @@ -14515,12 +15371,26 @@ static const unsigned char layer_381_convolution_filters_data[] = { 0x70,0x1f,0xd5,0xd1,0x9f,0xeb,0xa1,0xfe,0xa1,0xe4,0x5f,0xf7,0x09,0x28,0x24,0x20,0x6d,0x15,0xa2,0xec,0x3d,0x00,0x23,0xd1,0x28,0xf4,0x56,0x1e,0x1e,0x13,0x17,0xe8, 0x8d,0x23,0xe5,0xf7,0x4a,0x1d,0xfc,0x12,0x44,0x19,0x98,0x0b,0x02,0xfd,0xe9,0xff,0x62,0xf4,0x95,0x14,0x1c,0x29,0x29,0xe6,0x1e,0x1c,0x82,0xfd,0xd8,0x39,0x0e,0xd6, 0xee,0xdb,0x91,0x39,0x2b,0xde,0x20,0xcd,0x6e,0x0c,0x32,0xf8,0xa7,0xc8,0x07,0xc5,0x67,0x01,0xd2,0xe5,0x97,0xc3,0x40,0x29,0x45,0xfe,0x53,0xde,0x83,0x09,0x8f,0xc5, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_381_convolution_filters, 2304, layer_381_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_381_convolution_filters, 2, 3, 2304, layer_381_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_381_convolution_requantize_data[] = { +0x9e,0xaf,0x77,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_381_convolution_requantize, 4, 1, 4, layer_381_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_383_convolution_bias_data[] = { -0xce,0x09,0x48,0xf6,0x4f,0x0a,0x3b,0xf5,}; -DEFINE_TENSOR(layer_383_convolution_bias, 8, layer_383_convolution_bias_data, 1.000000) +0xce,0x09,0x00,0x00,0x48,0xf6,0xff,0xff,0x4f,0x0a,0x00,0x00,0x3b,0xf5,0xff,0xff,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_383_convolution_bias, 4, 4, 16, layer_383_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_383_convolution_filters_data[] = { 0xb2,0x0a,0x08,0x24,0x75,0x25,0x9c,0x07,0xcf,0xfa,0xdc,0x47,0x1a,0x06,0x4a,0xc4,0x84,0xf9,0x4e,0xfb,0x06,0x2c,0xc1,0x2e,0x6f,0x02,0x08,0x16,0xee,0x07,0xc1,0xf9, @@ -14555,20 +15425,42 @@ static const unsigned char layer_383_convolution_filters_data[] = { 0xb1,0xa7,0xf9,0x07,0x29,0x04,0xb6,0xf0,0xbb,0xdf,0xad,0x47,0x2c,0x12,0xc0,0x1f,0x5a,0xf8,0x2a,0xb4,0x4a,0x0a,0xac,0xf7,0x34,0xfb,0x6d,0xf5,0xdc,0x76,0xdd,0xde, 0x05,0xf5,0xaa,0xaa,0xa2,0xf6,0x92,0x02,0x1f,0x0e,0x42,0x1b,0xa7,0x02,0x1d,0xf6,0xef,0xe6,0xe1,0xbc,0x9c,0xf9,0x62,0x03,0x1a,0xdd,0x3e,0xe5,0x4b,0xe0,0x77,0xfc, 0xb3,0x00,0x6e,0x16,0x0e,0xf1,0x8f,0x05,0x28,0xf6,0x68,0xf3,0x6b,0x91,0x9d,0xfe,0xc3,0x01,0xef,0xe7,0x4b,0xed,0xd5,0xf6,0x72,0xfa,0x3a,0xf1,0x90,0xed,0x19,0xfa, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_383_convolution_filters, 1024, layer_383_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_383_convolution_filters, 2, 3, 1024, layer_383_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_383_convolution_requantize_data[] = { +0xc5,0x29,0xa1,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_383_convolution_requantize, 4, 1, 4, layer_383_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_385_convolution_bias_data[] = { -0xd7,0xfd,0x37,0x01,0xe3,0xfd,0x51,0x01,0x82,0xfd,0x32,0x02,0xb9,0x00,0x47,0x02,0x41,0x04,0x44,0xfd,0xb5,0xfc,0x78,0xff,0x51,0x00,0xf7,0x02,0x88,0xff,0x6b,0x01, -0x1d,0x02,0xcc,0x02,0xea,0x00,0xba,0x03,0xe3,0xfe,0x47,0xfd,0xda,0x02,0xe2,0xfd,0xb3,0xfc,0xb4,0x00,0xab,0xfc,0x72,0xfe,0xb5,0x03,0xe0,0xfd,0xb0,0x04,0xa7,0x02, -0xcd,0x04,0x08,0x02,0x3f,0x02,0x7c,0xfd,0x51,0xfe,0x54,0xff,0xc9,0xff,0xf2,0x01,0x71,0xfd,0xba,0xfe,0x73,0x00,0xce,0x01,0x90,0x04,0x86,0x03,0x3a,0xff,0x77,0x03, -0x6c,0xfe,0x3a,0xff,0x2f,0x05,0x66,0x01,0x09,0x04,0x29,0x01,0x00,0x02,0x83,0x03,0x83,0xfe,0x7a,0x03,0x59,0x00,0x72,0xff,0xa3,0xff,0xc1,0x02,0xbc,0x00,0x15,0x02, -0xe9,0xfd,0x83,0xff,0xa7,0xfd,0x5b,0xfe,0x80,0x01,0xc9,0xfc,0xc7,0xfc,0x4d,0x03,0x33,0x00,0xa7,0x02,0x99,0xff,0xe8,0x02,0x70,0xfd,0x4e,0xfd,0xdc,0x00,0x0b,0xfd, -0x92,0x00,0x48,0x04,0xc8,0xfe,0x8c,0xff,0x77,0xfe,0x9b,0xfd,0x00,0x00,0xd0,0xff,0x49,0xff,0x2e,0x00,0x33,0x03,0x6a,0x04,0x81,0x04,0x1b,0xfe,0xe7,0x03,0xb3,0x01, -0xf1,0xfc,0xf6,0xfd,0xd7,0xfd,0xf8,0x04,0x32,0x03,0x44,0x03,0x5f,0x02,0xc9,0xfe,0x09,0x04,0xbf,0x00,0xa5,0xff,0x5e,0x04,0xd5,0x00,0x4f,0xfd,0x88,0x02,0x50,0xfe, -0x1b,0xfe,0x36,0xff,0x3f,0xfd,0x38,0xff,0x6b,0xff,0xc6,0x01,0xbb,0xfc,0x5c,0x02,0x80,0xfe,0x74,0x03,0xf7,0x04,0xaa,0x00,0x08,0x01,0x12,0x01,0x53,0x03,0xca,0xfe, -}; -DEFINE_TENSOR(layer_385_convolution_bias, 256, layer_385_convolution_bias_data, 1.000000) +0xd7,0xfd,0xff,0xff,0x37,0x01,0x00,0x00,0xe3,0xfd,0xff,0xff,0x51,0x01,0x00,0x00,0x82,0xfd,0xff,0xff,0x32,0x02,0x00,0x00,0xb9,0x00,0x00,0x00,0x47,0x02,0x00,0x00, +0x41,0x04,0x00,0x00,0x44,0xfd,0xff,0xff,0xb5,0xfc,0xff,0xff,0x78,0xff,0xff,0xff,0x51,0x00,0x00,0x00,0xf7,0x02,0x00,0x00,0x88,0xff,0xff,0xff,0x6b,0x01,0x00,0x00, +0x1d,0x02,0x00,0x00,0xcc,0x02,0x00,0x00,0xea,0x00,0x00,0x00,0xba,0x03,0x00,0x00,0xe3,0xfe,0xff,0xff,0x47,0xfd,0xff,0xff,0xda,0x02,0x00,0x00,0xe2,0xfd,0xff,0xff, +0xb3,0xfc,0xff,0xff,0xb4,0x00,0x00,0x00,0xab,0xfc,0xff,0xff,0x72,0xfe,0xff,0xff,0xb5,0x03,0x00,0x00,0xe0,0xfd,0xff,0xff,0xb0,0x04,0x00,0x00,0xa7,0x02,0x00,0x00, +0xcd,0x04,0x00,0x00,0x08,0x02,0x00,0x00,0x3f,0x02,0x00,0x00,0x7c,0xfd,0xff,0xff,0x51,0xfe,0xff,0xff,0x54,0xff,0xff,0xff,0xc9,0xff,0xff,0xff,0xf2,0x01,0x00,0x00, +0x71,0xfd,0xff,0xff,0xba,0xfe,0xff,0xff,0x73,0x00,0x00,0x00,0xce,0x01,0x00,0x00,0x90,0x04,0x00,0x00,0x86,0x03,0x00,0x00,0x3a,0xff,0xff,0xff,0x77,0x03,0x00,0x00, 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+0xf1,0xfc,0xff,0xff,0xf6,0xfd,0xff,0xff,0xd7,0xfd,0xff,0xff,0xf8,0x04,0x00,0x00,0x32,0x03,0x00,0x00,0x44,0x03,0x00,0x00,0x5f,0x02,0x00,0x00,0xc9,0xfe,0xff,0xff, +0x09,0x04,0x00,0x00,0xbf,0x00,0x00,0x00,0xa5,0xff,0xff,0xff,0x5e,0x04,0x00,0x00,0xd5,0x00,0x00,0x00,0x4f,0xfd,0xff,0xff,0x88,0x02,0x00,0x00,0x50,0xfe,0xff,0xff, +0x1b,0xfe,0xff,0xff,0x36,0xff,0xff,0xff,0x3f,0xfd,0xff,0xff,0x38,0xff,0xff,0xff,0x6b,0xff,0xff,0xff,0xc6,0x01,0x00,0x00,0xbb,0xfc,0xff,0xff,0x5c,0x02,0x00,0x00, +0x80,0xfe,0xff,0xff,0x74,0x03,0x00,0x00,0xf7,0x04,0x00,0x00,0xaa,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0x12,0x01,0x00,0x00,0x53,0x03,0x00,0x00,0xca,0xfe,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_385_convolution_bias, 4, 4, 512, layer_385_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_385_convolution_filters_data[] = { 0x4d,0x0f,0x1a,0x06,0x3d,0xee,0x7e,0xec,0xdb,0x0a,0x73,0x03,0xc5,0x0d,0x0c,0xf3,0x80,0x00,0xf6,0x19,0x88,0xf7,0xc8,0xfd,0xde,0xf0,0x4c,0x03,0xb0,0x13,0x1b,0xeb, @@ -14643,13 +15535,28 @@ static const unsigned char layer_385_convolution_filters_data[] = { 0x99,0xf5,0xf8,0xfc,0x52,0xe6,0x4c,0x01,0x49,0x0e,0x13,0x0a,0x25,0x14,0xee,0x61,0x49,0x15,0x82,0x06,0x5e,0x09,0xb3,0x17,0x73,0xf9,0x7e,0x08,0xba,0x06,0xb5,0xfa, 0xff,0x7f,0xd9,0xf5,0x0b,0x10,0xb4,0x31,0xdf,0xfd,0x73,0x18,0x36,0x20,0xa0,0x1c,0x72,0x1a,0x2f,0x11,0xd8,0x11,0x71,0x21,0x87,0x1f,0xe2,0x23,0xde,0xfa,0xa2,0xf6, 0x8b,0xeb,0x10,0xf0,0x9a,0xf0,0x66,0xfd,0x9f,0xfb,0x14,0xe5,0xe6,0xeb,0x53,0xf1,0x9c,0xea,0x0c,0x09,0x78,0xee,0xd0,0xf0,0x64,0xf1,0x40,0xe7,0xef,0x1b,0x53,0x0d, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_385_convolution_filters, 2304, layer_385_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_385_convolution_filters, 2, 3, 2304, layer_385_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_385_convolution_requantize_data[] = { +0xe0,0x39,0xed,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_385_convolution_requantize, 4, 1, 4, layer_385_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_387_convolution_bias_data[] = { -0x14,0xfd,0x27,0xfe,0xc6,0x01,0x62,0xfd,0x5f,0x00,0x3d,0x00,0x37,0xfe,0xce,0x02,0xe6,0x00,0xa2,0x01,0x11,0xfe,0x00,0xfe,0x2b,0x02,0xc6,0xfd,0x5f,0x00,0x0b,0x00, -0x0e,0xfe,0x87,0x02,0x1f,0x01,0xbb,0x02,}; -DEFINE_TENSOR(layer_387_convolution_bias, 40, layer_387_convolution_bias_data, 1.000000) +0x14,0xfd,0xff,0xff,0x27,0xfe,0xff,0xff,0xc6,0x01,0x00,0x00,0x62,0xfd,0xff,0xff,0x5f,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x37,0xfe,0xff,0xff,0xce,0x02,0x00,0x00, +0xe6,0x00,0x00,0x00,0xa2,0x01,0x00,0x00,0x11,0xfe,0xff,0xff,0x00,0xfe,0xff,0xff,0x2b,0x02,0x00,0x00,0xc6,0xfd,0xff,0xff,0x5f,0x00,0x00,0x00,0x0b,0x00,0x00,0x00, +0x0e,0xfe,0xff,0xff,0x87,0x02,0x00,0x00,0x1f,0x01,0x00,0x00,0xbb,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_387_convolution_bias, 4, 4, 80, layer_387_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_387_convolution_filters_data[] = { 0x6a,0x03,0x47,0xf4,0xb0,0x0a,0x65,0x05,0xc9,0x33,0x07,0x00,0xbb,0xfd,0xea,0xf3,0x9a,0x09,0x07,0x06,0xa1,0x01,0xba,0xf7,0x28,0xfe,0xc7,0xe8,0x5b,0x39,0xa0,0xf6, @@ -14812,28 +15719,58 @@ static const unsigned char layer_387_convolution_filters_data[] = { 0x5a,0xf9,0xd5,0x20,0x8e,0x0d,0x09,0x03,0xa6,0x09,0x48,0xff,0x35,0x08,0x9a,0x01,0x8b,0x08,0xa4,0xf6,0x39,0x15,0xa7,0x1c,0xac,0x13,0x4f,0x04,0xc0,0xd2,0x9b,0x07, 0xc3,0xf3,0x34,0x09,0x12,0x0c,0x70,0x2a,0xe2,0x26,0x74,0xff,0xed,0x14,0x2b,0xfe,0x94,0x03,0xdc,0x0d,0x95,0xfc,0x50,0x63,0xc0,0x0a,0xc3,0x08,0xb2,0x13,0xd9,0xe4, 0x37,0xf5,0xd3,0x0b,0x80,0x09,0x09,0x33,0xa7,0xf6,0xe2,0xf8,0x04,0xf7,0x33,0x07,0x64,0x04,0x7e,0xfa,0x6d,0x13,0xca,0xff,0x93,0x15,0xfe,0xda,0x39,0x05,0x89,0xf9, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_387_convolution_filters, 5120, layer_387_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_387_convolution_filters, 2, 3, 5120, layer_387_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_387_convolution_requantize_data[] = { +0x42,0x95,0x47,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_387_convolution_requantize, 4, 1, 4, layer_387_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_389_convolution_bias_data[] = { -0xdd,0xff,0xc2,0xfe,0xec,0x02,0x39,0xfa,0xa2,0x08,0xe9,0x05,0x62,0x07,0x42,0xf8,0xff,0xfb,0x8e,0xfe,0xd4,0x02,0x5d,0x01,0xfe,0xff,0xe5,0x08,0x74,0x08,0xc3,0x08, -0x6f,0xfa,0x21,0x06,0x76,0x01,0x45,0xf9,0x36,0x07,0xd5,0x01,0xc1,0x06,0x91,0x08,0x6a,0x05,0x61,0x05,0x9b,0xfb,0xb4,0xfe,0xee,0x01,0xe3,0xfc,0xef,0xf9,0xea,0xf9, -0x80,0x01,0x3a,0x02,0xb8,0xfa,0x51,0x02,0x3d,0xfc,0xc2,0x06,0x6f,0x00,0x40,0xfa,0xf9,0xff,0x67,0x05,0x24,0xfe,0xb3,0x05,0xfb,0xf7,0x80,0xfa,0x4e,0xf9,0x85,0xf8, -0xde,0x08,0x44,0xf8,0x23,0x02,0x24,0x02,0x85,0x02,0x4b,0x01,0xf6,0x06,0xf4,0xff,0x5c,0xf8,0x74,0x06,0x81,0xfd,0x81,0x01,0x5a,0x0a,0x96,0xff,0x32,0xfa,0x74,0x07, -0x17,0xfb,0x57,0x00,0x6c,0x00,0xdb,0x09,0x18,0xfa,0x42,0x08,0xee,0xf7,0x79,0x01,0x1d,0x05,0xa7,0x01,0xb6,0xfe,0x69,0xf8,0xaf,0x08,0x9a,0x0a,0xe6,0xff,0xac,0x07, -0x3d,0x05,0x57,0xfa,0x27,0xfb,0x3e,0xfb,0x86,0x04,0x20,0x03,0xaf,0xf9,0xb7,0x03,0x84,0x00,0x2a,0xfa,0x44,0xff,0xd2,0x02,0x9a,0x03,0xda,0xfb,0x37,0x01,0xd2,0x04, 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-0x96,0x08,0x34,0x07,0x1f,0x07,0xa6,0xfc,0xf7,0x07,0xc7,0x04,0xc9,0xff,0xc8,0xfe,0xab,0xf8,0xff,0x05,0x69,0x05,0x99,0xfa,0x86,0x05,0xa1,0xfe,0xf1,0xf9,0x3b,0x06, -0x22,0x05,0x4a,0xf8,0x3f,0x08,0x8d,0xfa,0x36,0x00,0x70,0xfe,0xb6,0x02,0xde,0x02,0x7e,0xfb,0x11,0x03,0x09,0x09,0x6b,0x08,0x42,0xfb,0x7b,0xfb,0xea,0xfb,0xda,0xfb, -0xfa,0xfb,0xf3,0x03,0x4f,0xfe,0x5a,0xf9,0xaf,0x03,0x2e,0xf9,0x32,0x04,0x16,0xf9,0x47,0xf9,0xf9,0xfe,0x88,0x08,0x8c,0x03,0xf5,0xfc,0x8b,0xfd,0x45,0x07,0x33,0xfb, -0xf7,0x03,0x3b,0xfd,0xb6,0xf7,0x61,0xfd,0x63,0xf8,0x79,0x04,0xd9,0xfd,0x36,0x01,0xf1,0xff,0x79,0x00,0x77,0xff,0xd9,0xfe,0x2c,0x00,0xe6,0x08,0xb1,0xff,0x45,0xff, -}; -DEFINE_TENSOR(layer_389_convolution_bias, 512, layer_389_convolution_bias_data, 1.000000) +0xdd,0xff,0xff,0xff,0xc2,0xfe,0xff,0xff,0xec,0x02,0x00,0x00,0x39,0xfa,0xff,0xff,0xa2,0x08,0x00,0x00,0xe9,0x05,0x00,0x00,0x62,0x07,0x00,0x00,0x42,0xf8,0xff,0xff, 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+0xf1,0xff,0xff,0xff,0x79,0x00,0x00,0x00,0x77,0xff,0xff,0xff,0xd9,0xfe,0xff,0xff,0x2c,0x00,0x00,0x00,0xe6,0x08,0x00,0x00,0xb1,0xff,0xff,0xff,0x45,0xff,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_389_convolution_bias, 4, 4, 1024, layer_389_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_389_convolution_filters_data[] = { 0xb3,0x3f,0xc9,0xfd,0x7f,0xe2,0xda,0xea,0x21,0xd2,0x28,0x21,0xd4,0x07,0xd4,0x14,0xe2,0xc7,0x9d,0xf6,0xc8,0x14,0xaf,0xff,0x2d,0x04,0x02,0xe5,0x15,0xd4,0xf7,0x1b, @@ -14980,12 +15917,27 @@ static const unsigned char layer_389_convolution_filters_data[] = { 0x23,0x42,0xfa,0x12,0x72,0xfa,0x6d,0x00,0x47,0x41,0x45,0xfa,0xee,0xd5,0xe2,0x13,0xaa,0x3c,0xdd,0xfb,0xaf,0x0d,0xac,0x16,0x17,0x35,0xdd,0x15,0x43,0x5c,0xf3,0x12, 0xe1,0x35,0x0c,0x41,0xd9,0xf2,0x13,0x08,0x60,0xe1,0x53,0x26,0x5e,0xf2,0x61,0xef,0x87,0x1f,0xec,0xdf,0x54,0xe5,0x2b,0x35,0x87,0x5b,0x2c,0xd8,0xef,0xce,0xb5,0x1a, 0x56,0x27,0x52,0xca,0x5d,0xe4,0xab,0xfd,0x15,0x36,0x59,0xe8,0x24,0x21,0x8b,0xd8,0x9c,0xe0,0x54,0xd4,0x92,0x34,0xad,0xef,0xe3,0xd9,0xdf,0x1f,0x64,0x07,0x22,0xe0, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_389_convolution_filters, 4608, layer_389_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_389_convolution_filters, 2, 3, 4608, layer_389_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_389_convolution_requantize_data[] = { +0x4c,0x49,0xd8,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_389_convolution_requantize, 4, 1, 4, layer_389_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_391_convolution_bias_data[] = { -0xc2,0xff,0x03,0x01,0x64,0xfa,0x13,0xff,0x38,0xff,0x78,0xff,0x3e,0xfb,0x6d,0x00,}; -DEFINE_TENSOR(layer_391_convolution_bias, 16, layer_391_convolution_bias_data, 1.000000) +0xc2,0xff,0xff,0xff,0x03,0x01,0x00,0x00,0x64,0xfa,0xff,0xff,0x13,0xff,0xff,0xff,0x38,0xff,0xff,0xff,0x78,0xff,0xff,0xff,0x3e,0xfb,0xff,0xff,0x6d,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_391_convolution_bias, 4, 4, 32, layer_391_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_391_convolution_filters_data[] = { 0x74,0xff,0xb3,0xf9,0xc7,0xf7,0x95,0xcf,0x68,0x06,0xd6,0xf5,0xf5,0xfe,0x48,0x0e,0x0b,0xd0,0x4b,0xdf,0xf2,0xfa,0x5f,0xe7,0x0f,0x12,0x58,0xf3,0xbd,0x00,0x72,0xd1, @@ -15116,28 +16068,58 @@ static const unsigned char layer_391_convolution_filters_data[] = { 0xad,0xf4,0x6d,0x0b,0xea,0xf6,0xdb,0x09,0xe0,0xfc,0xb9,0xfc,0x1d,0xf9,0xbc,0x09,0xff,0x0d,0x33,0xf4,0x33,0x06,0x68,0xec,0x7c,0xf3,0x86,0x0e,0xa0,0xfa,0x53,0x3e, 0xba,0xf6,0xef,0x2b,0x65,0x0e,0xf6,0xff,0xc8,0x01,0x01,0x0a,0x7f,0x08,0x99,0x05,0x52,0x0d,0x8b,0x0a,0x3a,0x00,0x86,0xf5,0x98,0x33,0xbf,0x0f,0x7b,0xfa,0x13,0xff, 0xbe,0x00,0xb7,0xef,0x56,0xfa,0x62,0x04,0x35,0xfd,0x86,0x9c,0xd8,0x02,0xd9,0xf5,0x46,0xfe,0xde,0x01,0x2d,0x0f,0x75,0xdc,0xd4,0x33,0xdf,0x02,0x6d,0xfa,0xbd,0x03, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_391_convolution_filters, 4096, layer_391_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_391_convolution_filters, 2, 3, 4096, layer_391_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_391_convolution_requantize_data[] = { +0x13,0x93,0x02,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_391_convolution_requantize, 4, 1, 4, layer_391_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_393_convolution_bias_data[] = { -0xaa,0x00,0x81,0xfc,0x73,0x06,0x42,0x06,0x95,0x04,0xb9,0x05,0xa9,0x09,0x7d,0xfb,0x9e,0x00,0x8d,0x00,0xfe,0x04,0x26,0xff,0xff,0xff,0xd3,0xfa,0x6e,0x05,0x94,0x07, -0x51,0x06,0xdb,0x04,0xe1,0xfd,0x35,0xff,0xcd,0xfc,0x09,0x02,0xf7,0xfc,0x31,0xfa,0xc2,0xff,0x8b,0x05,0x30,0x09,0xf6,0x07,0xb2,0x01,0xf8,0x05,0xc7,0xfc,0x25,0x04, -0xf3,0x07,0x89,0xfe,0x39,0xfe,0xa6,0xfc,0xc9,0xfe,0x45,0x04,0xca,0xfc,0xd9,0x06,0x42,0x09,0x9d,0xfe,0xf9,0xf9,0x99,0x01,0xa0,0xf9,0x62,0x02,0x38,0xfa,0x9d,0x05, -0x01,0xfa,0xc5,0xfb,0xbe,0xf7,0xc9,0x00,0xfa,0xfb,0x41,0x06,0xfb,0x03,0x34,0xfb,0x75,0xfa,0x5f,0x06,0xb3,0xfb,0x29,0xfa,0xfa,0x00,0x6e,0x06,0xd7,0xfd,0xb1,0x06, -0xef,0xfe,0x6b,0x03,0xb9,0xfc,0x9c,0x08,0x75,0x05,0x65,0xfb,0x06,0x03,0x73,0xfc,0x06,0x05,0xaf,0xf8,0x92,0xf9,0x49,0xf9,0x85,0x05,0x97,0x08,0x5a,0x07,0xf2,0x04, -0x9f,0x00,0xe4,0x05,0x7d,0xfa,0x27,0xfe,0x1a,0xf6,0x8d,0x09,0xa4,0xf9,0x07,0x01,0x20,0x08,0x53,0x05,0xc6,0x04,0xb1,0x07,0xca,0x05,0xd2,0x02,0x6f,0xf8,0xc6,0x09, 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0xeb,0xfc,0x24,0xbf,0x58,0x2c,0x0d,0x27,0xde,0x47,0x68,0xff,0x89,0x19,0x8d,0x10,0x16,0xc7,0xbf,0xba,0x5a,0x28,0x0f,0x49,0xcd,0x46,0xec,0xe0,0x39,0x48,0x5e,0xfc, @@ -15284,12 +16266,26 @@ static const unsigned char layer_393_convolution_filters_data[] = { 0x34,0xd2,0x1a,0xd1,0xb6,0xfa,0x70,0xcf,0x0f,0xf3,0x6c,0xd7,0x14,0xdf,0x71,0xbd,0x12,0x18,0xef,0x11,0xbe,0xed,0x1f,0xec,0x01,0xcc,0x0b,0xfd,0x38,0xce,0xaf,0xc3, 0xb0,0xe6,0xce,0xc1,0xf7,0x16,0xf9,0xff,0x84,0x19,0x30,0xe3,0x25,0xea,0x07,0x24,0xb0,0xc6,0xcf,0xf8,0xed,0x38,0xe9,0x04,0x97,0xf0,0x33,0x17,0xf0,0x3e,0x86,0xbc, 0x5d,0x3a,0x8f,0x06,0x33,0xe2,0x8d,0xbf,0x2d,0x08,0xcb,0xdd,0x7d,0x2b,0x72,0xe9,0x05,0x10,0x0a,0x2a,0x23,0xbb,0x68,0xd6,0xe6,0x11,0x25,0x29,0x92,0x20,0x6d,0x73, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_393_convolution_filters, 4608, layer_393_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_393_convolution_filters, 2, 3, 4608, layer_393_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_393_convolution_requantize_data[] = { +0x21,0x3b,0x9e,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_393_convolution_requantize, 4, 1, 4, layer_393_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_395_convolution_bias_data[] = { -0x60,0x0a,0x7f,0xf7,0x88,0x07,0x63,0xf6,}; -DEFINE_TENSOR(layer_395_convolution_bias, 8, layer_395_convolution_bias_data, 1.000000) +0x60,0x0a,0x00,0x00,0x7f,0xf7,0xff,0xff,0x88,0x07,0x00,0x00,0x63,0xf6,0xff,0xff,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_395_convolution_bias, 4, 4, 16, layer_395_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_395_convolution_filters_data[] = { 0xb5,0x09,0x37,0x0a,0xdf,0x25,0x6f,0x0b,0xdb,0xb4,0x7e,0x0b,0xb4,0x2d,0x0b,0xff,0x12,0x11,0xe3,0xf5,0x43,0x0a,0x26,0x05,0x62,0x04,0xdb,0x03,0x75,0x0e,0x14,0x19, @@ -15356,28 +16352,58 @@ static const unsigned char layer_395_convolution_filters_data[] = { 0x2a,0xf3,0xd9,0x05,0x5c,0x00,0x1e,0x07,0x4d,0x0d,0xc9,0xf1,0xec,0xd7,0x70,0xf2,0x45,0xe4,0xcf,0xf1,0xf9,0xe5,0x8d,0x06,0xe3,0xd6,0x87,0xe6,0x8e,0xf5,0xad,0xf3, 0x4d,0x01,0x8a,0xf3,0x85,0xe5,0xef,0x0a,0xdd,0xe9,0x1f,0xf0,0x08,0xea,0xc3,0xe7,0x59,0xf5,0xf7,0x09,0x86,0x08,0x62,0xe7,0xa0,0xf2,0xa5,0xfe,0xe5,0xf6,0xf4,0xf9, 0x8f,0xe0,0x25,0xea,0x10,0xfe,0xf0,0x05,0xd6,0xf4,0x98,0x07,0x61,0x2d,0xe4,0xf8,0x29,0x08,0x07,0x14,0xd8,0xf1,0xc2,0xf7,0x69,0x10,0x54,0x1a,0xf3,0xf6,0x8c,0xc3, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_395_convolution_filters, 2048, layer_395_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_395_convolution_filters, 2, 3, 2048, layer_395_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_395_convolution_requantize_data[] = { +0x1b,0x74,0x23,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_395_convolution_requantize, 4, 1, 4, layer_395_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_397_convolution_bias_data[] = { 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+0x56,0xfd,0xff,0xff,0x33,0xfe,0xff,0xff,0x6c,0x03,0x00,0x00,0x14,0x03,0x00,0x00,0xa0,0x02,0x00,0x00,0xba,0xfe,0xff,0xff,0xc2,0xfe,0xff,0xff,0xcb,0xfa,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_397_convolution_bias, 4, 4, 1024, layer_397_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_397_convolution_filters_data[] = { 0x9c,0x17,0x23,0x1a,0xc1,0xec,0x92,0x08,0x0a,0x21,0x9d,0xe4,0x73,0xf5,0xf9,0xdc,0xb4,0xff,0xe1,0x13,0xb9,0x16,0xe8,0xf6,0x6b,0xe3,0x62,0x00,0xae,0x01,0x3a,0x2c, @@ -15524,13 +16550,28 @@ static const unsigned char layer_397_convolution_filters_data[] = { 0x39,0xf4,0xbd,0x1c,0xdd,0xf4,0x2f,0xfa,0x60,0x06,0x95,0xea,0xb7,0xf9,0xe1,0x01,0x01,0xfc,0xde,0xd1,0x72,0x09,0x47,0x28,0xc1,0x24,0x0e,0x09,0xa1,0xe5,0xb8,0xef, 0xf0,0x05,0x8e,0xd7,0x93,0xeb,0xac,0x31,0x87,0xe4,0x86,0xd7,0x43,0xed,0xea,0x07,0xa6,0xf2,0xc0,0xea,0xf4,0xdd,0x88,0x23,0x50,0xde,0x8d,0xf3,0xce,0x02,0xf5,0xed, 0xde,0x0a,0xe9,0xd7,0x53,0x0a,0x72,0xd5,0x00,0xfd,0xf2,0xd5,0x32,0x23,0x7a,0x05,0x01,0xe1,0x49,0xdf,0xc7,0xfb,0x3c,0x01,0x23,0xe9,0xf6,0x0a,0xe5,0xed,0xd1,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_397_convolution_filters, 4608, layer_397_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_397_convolution_filters, 2, 3, 4608, layer_397_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_397_convolution_requantize_data[] = { +0x13,0xee,0xc3,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_397_convolution_requantize, 4, 1, 4, layer_397_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_399_convolution_bias_data[] = { -0xfd,0xfe,0x26,0xfe,0xe8,0x01,0xce,0xfe,0x9d,0xff,0x76,0x00,0x1b,0xff,0xf6,0x01,0x2a,0x01,0xa1,0x01,0xcc,0xfe,0xc0,0xfd,0xfc,0x01,0xb7,0xfd,0x5d,0x00,0x28,0x00, -0xcf,0xfe,0x0a,0x02,0x89,0x01,0x98,0x01,}; -DEFINE_TENSOR(layer_399_convolution_bias, 40, layer_399_convolution_bias_data, 1.000000) +0xfd,0xfe,0xff,0xff,0x26,0xfe,0xff,0xff,0xe8,0x01,0x00,0x00,0xce,0xfe,0xff,0xff,0x9d,0xff,0xff,0xff,0x76,0x00,0x00,0x00,0x1b,0xff,0xff,0xff,0xf6,0x01,0x00,0x00, +0x2a,0x01,0x00,0x00,0xa1,0x01,0x00,0x00,0xcc,0xfe,0xff,0xff,0xc0,0xfd,0xff,0xff,0xfc,0x01,0x00,0x00,0xb7,0xfd,0xff,0xff,0x5d,0x00,0x00,0x00,0x28,0x00,0x00,0x00, +0xcf,0xfe,0xff,0xff,0x0a,0x02,0x00,0x00,0x89,0x01,0x00,0x00,0x98,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_399_convolution_bias, 4, 4, 80, layer_399_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_399_convolution_filters_data[] = { 0x65,0x01,0x65,0x02,0xda,0x02,0x73,0xdf,0x51,0x02,0xf0,0xc7,0xbb,0x06,0xe4,0xf4,0x31,0xdc,0x1f,0x5d,0xe7,0xf6,0xc7,0xf9,0xd9,0x09,0xb6,0x35,0x1e,0xf5,0x29,0xf5, @@ -15853,7127 +16894,7158 @@ static const unsigned char layer_399_convolution_filters_data[] = { 0x20,0x14,0x50,0xf9,0xf4,0xbf,0x26,0x1b,0x3d,0x07,0x07,0x31,0xe8,0x0d,0xb0,0x00,0x78,0x03,0x03,0xfd,0xd4,0x09,0x2a,0x06,0xa6,0x03,0x65,0x08,0x05,0xf9,0x4b,0x5b, 0x96,0xfe,0xa0,0x0a,0x95,0x24,0xe0,0x26,0xab,0x06,0x83,0x00,0x78,0xfe,0x54,0x0f,0x80,0x00,0xb0,0xf3,0xfe,0x03,0x1c,0x04,0x52,0xfc,0x6e,0x2a,0x79,0x2d,0x19,0x39, 0xcc,0x15,0x49,0xfe,0x76,0x2e,0xef,0xf1,0xe2,0x08,0xf2,0xf9,0x27,0xf2,0x83,0xfe,0x93,0xef,0xe9,0xe1,0xdf,0x04,0x2e,0x04,0xb2,0x11,0x97,0xf6,0x1d,0x08,0x15,0xf6, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_399_convolution_filters, 10240, layer_399_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_399_convolution_filters, 2, 3, 10240, layer_399_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_399_convolution_requantize_data[] = { +0x8e,0xaf,0xdf,0x36,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_399_convolution_requantize, 4, 1, 4, layer_399_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_401_convolution_bias_data[] = { -0x0f,0x00,0xb5,0xff,0x32,0xfd,0x38,0xfe,0x7d,0x00,0xca,0x00,0xf2,0xfc,0xab,0xfd,0x0f,0x00,0xd1,0x00,0xca,0xfc,0xcb,0xfd,}; -DEFINE_TENSOR(layer_401_convolution_bias, 24, layer_401_convolution_bias_data, 1.000000) +0x0f,0x00,0x00,0x00,0xb5,0xff,0xff,0xff,0x32,0xfd,0xff,0xff,0x38,0xfe,0xff,0xff,0x7d,0x00,0x00,0x00,0xca,0x00,0x00,0x00,0xf2,0xfc,0xff,0xff,0xab,0xfd,0xff,0xff, +0x0f,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,0xca,0xfc,0xff,0xff,0xcb,0xfd,0xff,0xff,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_401_convolution_bias, 4, 4, 48, layer_401_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_401_convolution_filters_data[] = { -0xf7,0xf9,0x74,0xf8,0x06,0xf6,0x62,0x0e,0x0a,0x3d,0x32,0xde,0x4e,0xfc,0xfb,0x23,0xd6,0xf9,0xf8,0xf9,0x7c,0x00,0x49,0xeb,0xf9,0x04,0x98,0xed,0xd8,0xda,0x68,0xeb, 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0); -DEFINE_CONVOLUTION_LAYER(271, 32, 32, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 17, 19, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(274, 32, 32, 3, 3, 32, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 23, 18, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(277, 32, 32, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 26, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(280, 32, 32, 3, 3, 32, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 19, 19, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(283, 64, 32, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 27, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(286, 64, 64, 3, 3, 64, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 17, 18, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(289, 64, 64, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 25, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(292, 64, 64, 3, 3, 64, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 22, 19, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(295, 64, 64, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 26, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(298, 8, 64, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 19, 20, 16, 4, 32767, -32768); -DEFINE_CONVOLUTION_LAYER(300, 16, 8, 3, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 31, 21, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(303, 16, 16, 3, 3, 1, 1, 1, 2, 2, 2, 2, 2, 2, 0, 1, 23, 20, 16, 4, 32767, -32768); -DEFINE_CONVOLUTION_LAYER(305, 8, 64, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 18, 20, 16, 4, 32767, -32768); -DEFINE_CONVOLUTION_LAYER(307, 16, 8, 3, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 29, 21, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(310, 16, 16, 3, 3, 1, 1, 1, 3, 3, 3, 3, 3, 3, 0, 1, 25, 20, 16, 4, 32767, -32768); -DEFINE_CONVOLUTION_LAYER(312, 8, 64, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 22, 20, 16, 4, 32767, -32768); -DEFINE_CONVOLUTION_LAYER(314, 12, 8, 3, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 26, 21, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(317, 16, 12, 3, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 28, 21, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(320, 16, 16, 3, 3, 1, 1, 1, 5, 5, 5, 5, 5, 5, 0, 1, 24, 20, 16, 4, 32767, -32768); -DEFINE_CONCAT_LAYER(322, 1, 3, 16, 4, 23, 5, 22, 5); -DEFINE_CONVOLUTION_LAYER(323, 64, 48, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 22, 20, 16, 4, 32767, -32768); -DEFINE_CONVOLUTION_LAYER(325, 64, 64, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 19, 19, 16, 4, 32767, -32768); +0x07,0x09,0x8e,0x04,0xce,0xf4,0x5f,0x00,0xf3,0x09,0xbe,0x04,0x6b,0xf5,0x77,0x00,0x00,0xfc,0xc1,0xf9,0x46,0x0d,0x77,0x05,0xe9,0x06,0x5e,0xf7,0xa3,0xf2,0xfb,0x05, +0x63,0xfa,0xbd,0x07,0xf0,0x0b,0x66,0x05,0x15,0x02,0x9d,0xfe,0x06,0xe8,0x24,0x0b,0x69,0x0a,0x94,0xf4,0xb1,0xf7,0x11,0x01,0x61,0x0a,0x2b,0xf9,0x91,0xfc,0xba,0xf6, +0xef,0xf9,0x7e,0x04,0x39,0xfb,0x6f,0x02,0xe0,0x09,0x83,0xfd,0x7a,0x02,0x5d,0xfa,0xc2,0xf7,0xe9,0xf5,0x09,0x00,0x03,0x14,0x42,0x06,0xed,0xf9,0x1d,0x08,0x1f,0xf8, +0x5a,0xf6,0xfe,0x05,0x1f,0x07,0x3a,0x05,0x35,0x0a,0x9f,0xfa,0xb9,0xf2,0x75,0x01,0x19,0x00,0x8b,0xf3,0xa6,0xfd,0x17,0xf8,0x44,0xf1,0x9d,0xf5,0xf2,0x02,0xcb,0x03, 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+0x0e,0x07,0x33,0x36,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_405_convolution_requantize, 4, 1, 4, layer_405_convolution_requantize_data)DEFINE_CONVOLUTION_LAYER(259, 16, 3, 3, 3, 1, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(262, 16, 3, 3, 16, 16, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(265, 32, 1, 1, 16, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(268, 32, 3, 3, 32, 32, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(271, 32, 1, 1, 32, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(274, 32, 3, 3, 32, 32, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(277, 32, 1, 1, 32, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(280, 32, 3, 3, 32, 32, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(283, 64, 1, 1, 32, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(286, 64, 3, 3, 64, 64, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(289, 64, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(292, 64, 3, 3, 64, 64, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(295, 64, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(298, 8, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(300, 16, 3, 3, 8, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(303, 16, 3, 3, 16, 1, 1, 1, 2, 2, 2, 2, 2, 2, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(305, 8, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(307, 16, 3, 3, 8, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(310, 16, 3, 3, 16, 1, 1, 1, 3, 3, 3, 3, 3, 3, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(312, 8, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(314, 12, 3, 3, 8, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(317, 16, 3, 3, 12, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(320, 16, 3, 3, 16, 1, 1, 1, 5, 5, 5, 5, 5, 5, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONCAT_LAYER(322, 3, 3, 1.036229, 0.744076, 0.698879); +DEFINE_CONVOLUTION_LAYER(323, 64, 1, 1, 48, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(325, 64, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); DEFINE_BINARY_LAYER(327, 0, 0, 0.000000); DEFINE_ACTIVATION_LAYER(328, 8, 0.000000); -DEFINE_CONVOLUTION_LAYER(329, 64, 64, 3, 3, 64, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 25, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(332, 128, 64, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 21, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(335, 128, 128, 3, 3, 128, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 27, 19, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(338, 128, 128, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 29, 21, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(341, 128, 128, 3, 3, 128, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 24, 18, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(344, 128, 128, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 26, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(347, 128, 128, 3, 3, 128, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 27, 19, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(350, 256, 128, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 19, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(353, 256, 256, 3, 3, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 24, 19, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(356, 256, 256, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 20, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(359, 64, 256, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 20, 22, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(361, 64, 64, 3, 3, 64, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 19, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(363, 256, 64, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 22, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(365, 64, 64, 3, 3, 64, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 23, 19, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(367, 12, 64, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 23, 20, 16, 4, 32767, -32768); -DEFINE_PERMUTE_LAYER(368, 5); -DEFINE_CONVOLUTION_LAYER(369, 64, 64, 3, 3, 64, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 31, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(371, 6, 64, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 23, 21, 16, 4, 32767, -32768); -DEFINE_PERMUTE_LAYER(372, 5); -DEFINE_CONVOLUTION_LAYER(373, 64, 64, 3, 3, 64, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 23, 19, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(375, 30, 64, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 31, 21, 16, 4, 32767, -32768); -DEFINE_PERMUTE_LAYER(376, 5); -DEFINE_CONVOLUTION_LAYER(377, 128, 128, 3, 3, 128, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 24, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(379, 8, 128, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 25, 21, 16, 4, 32767, -32768); -DEFINE_PERMUTE_LAYER(380, 5); -DEFINE_CONVOLUTION_LAYER(381, 128, 128, 3, 3, 128, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 30, 21, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(383, 4, 128, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 20, 20, 16, 4, 32767, -32768); -DEFINE_PERMUTE_LAYER(384, 5); -DEFINE_CONVOLUTION_LAYER(385, 128, 128, 3, 3, 128, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 29, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(387, 20, 128, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 24, 21, 16, 4, 32767, -32768); -DEFINE_PERMUTE_LAYER(388, 5); -DEFINE_CONVOLUTION_LAYER(389, 256, 256, 3, 3, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 27, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(391, 8, 256, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 16, 21, 16, 4, 32767, -32768); -DEFINE_PERMUTE_LAYER(392, 5); -DEFINE_CONVOLUTION_LAYER(393, 256, 256, 3, 3, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 19, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(395, 4, 256, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 20, 21, 16, 4, 32767, -32768); -DEFINE_PERMUTE_LAYER(396, 5); -DEFINE_CONVOLUTION_LAYER(397, 256, 256, 3, 3, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 24, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(399, 20, 256, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 27, 22, 16, 4, 32767, -32768); -DEFINE_PERMUTE_LAYER(400, 5); -DEFINE_CONVOLUTION_LAYER(401, 12, 256, 3, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 24, 23, 16, 4, 32767, -32768); -DEFINE_PERMUTE_LAYER(402, 5); -DEFINE_CONVOLUTION_LAYER(403, 6, 256, 3, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 24, 23, 16, 4, 32767, -32768); -DEFINE_PERMUTE_LAYER(404, 5); -DEFINE_CONVOLUTION_LAYER(405, 30, 256, 3, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 22, 23, 16, 4, 32767, -32768); -DEFINE_PERMUTE_LAYER(406, 5); +DEFINE_CONVOLUTION_LAYER(329, 64, 3, 3, 64, 64, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(332, 128, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(335, 128, 3, 3, 128, 128, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(338, 128, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(341, 128, 3, 3, 128, 128, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(344, 128, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(347, 128, 3, 3, 128, 128, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(350, 256, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(353, 256, 3, 3, 256, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(356, 256, 1, 1, 256, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(359, 64, 1, 1, 256, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(361, 64, 3, 3, 64, 64, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(363, 256, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(365, 64, 3, 3, 64, 64, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(367, 12, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(369, 64, 3, 3, 64, 64, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(371, 6, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(373, 64, 3, 3, 64, 64, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(375, 30, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(377, 128, 3, 3, 128, 128, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(379, 8, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(381, 128, 3, 3, 128, 128, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(383, 4, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(385, 128, 3, 3, 128, 128, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(387, 20, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(389, 256, 3, 3, 256, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(391, 8, 1, 1, 256, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(393, 256, 3, 3, 256, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(395, 4, 1, 1, 256, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(397, 256, 3, 3, 256, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(399, 20, 1, 1, 256, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(401, 12, 3, 3, 256, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(403, 6, 3, 3, 256, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(405, 30, 3, 3, 256, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, -32768); DEFINE_RESHAPE_LAYER(416); DEFINE_RESHAPE_LAYER(426); DEFINE_RESHAPE_LAYER(436); DEFINE_RESHAPE_LAYER(446); -DEFINE_CONCAT_LAYER(output0, 2, 4, 30, 5, 30, 5, 24, 5, 18, 5); +DEFINE_CONCAT_LAYER(output0, 1, 4, 0.959696, 0.954781, 0.772217, 0.571044); DEFINE_RESHAPE_LAYER(457); DEFINE_RESHAPE_LAYER(467); DEFINE_RESHAPE_LAYER(477); DEFINE_RESHAPE_LAYER(487); -DEFINE_CONCAT_LAYER(488, 2, 4, 17, 4, 24, 5, 19, 5, 21, 5); +DEFINE_CONCAT_LAYER(488, 1, 4, 1.111400, 0.759284, 0.598229, 0.656552); DEFINE_RESHAPE_LAYER(498); DEFINE_RESHAPE_LAYER(508); DEFINE_RESHAPE_LAYER(518); DEFINE_RESHAPE_LAYER(528); -DEFINE_CONCAT_LAYER(529, 2, 4, 31, 5, 29, 5, 24, 5, 25, 6); -DEFINE_SOFTMAX_LAYER(530,3); +DEFINE_CONCAT_LAYER(529, 1, 4, 0.999473, 0.933425, 0.777809, 0.394858); +DEFINE_SOFTMAX_LAYER(530,2); static blob_info_t network_blobs[] = { - BLOB_INSTANCE(1, 16, 120, 160, 3, 1, 4814.681152), - BLOB_INSTANCE(1, 16, 120, 160, 3, 1, 6499.439453), - BLOB_INSTANCE(1, 32, 120, 160, 3, 1, 3212.908447), - BLOB_INSTANCE(1, 32, 60, 80, 3, 1, 7818.288574), - BLOB_INSTANCE(1, 32, 60, 80, 3, 1, 7342.898926), - BLOB_INSTANCE(1, 32, 60, 80, 3, 1, 6567.874023), - BLOB_INSTANCE(1, 32, 60, 80, 3, 1, 6704.869141), - BLOB_INSTANCE(1, 32, 30, 40, 3, 1, 7800.678711), - BLOB_INSTANCE(1, 64, 30, 40, 3, 1, 6366.527344), - BLOB_INSTANCE(1, 64, 30, 40, 3, 1, 6495.782227), - BLOB_INSTANCE(1, 64, 30, 40, 3, 1, 5689.767090), - BLOB_INSTANCE(1, 64, 30, 40, 3, 1, 4184.420410), - BLOB_INSTANCE(1, 64, 30, 40, 3, 4, 4880.107422), - BLOB_INSTANCE(1, 8, 30, 40, 3, 1, 3284.874756), - BLOB_INSTANCE(1, 16, 30, 40, 3, 1, 4962.150391), - BLOB_INSTANCE(1, 16, 30, 40, 3, 1, 3178.250000), - BLOB_INSTANCE(1, 8, 30, 40, 3, 1, 4284.743652), - BLOB_INSTANCE(1, 16, 30, 40, 3, 1, 4962.427246), - BLOB_INSTANCE(1, 16, 30, 40, 3, 1, 4426.156738), - BLOB_INSTANCE(1, 8, 30, 40, 3, 1, 5138.068359), - BLOB_INSTANCE(1, 12, 30, 40, 3, 1, 4664.257324), - BLOB_INSTANCE(1, 16, 30, 40, 3, 1, 4489.235352), - BLOB_INSTANCE(1, 16, 30, 40, 3, 1, 4712.398438), - BLOB_INSTANCE(1, 48, 30, 40, 3, 1, 3293.395996), - BLOB_INSTANCE(1, 64, 30, 40, 3, 1, 2960.170166), - BLOB_INSTANCE(1, 64, 30, 40, 3, 1, 5023.942871), - BLOB_INSTANCE(1, 64, 30, 40, 3, 1, 2166.545654), - BLOB_INSTANCE(1, 64, 30, 40, 3, 4, 3105.643066), - BLOB_INSTANCE(1, 64, 15, 20, 3, 1, 3432.200195), - BLOB_INSTANCE(1, 128, 15, 20, 3, 1, 3261.186768), - BLOB_INSTANCE(1, 128, 15, 20, 3, 1, 3876.244141), - BLOB_INSTANCE(1, 128, 15, 20, 3, 1, 3529.287842), - BLOB_INSTANCE(1, 128, 15, 20, 3, 1, 4716.303223), - BLOB_INSTANCE(1, 128, 15, 20, 3, 4, 4265.840332), - BLOB_INSTANCE(1, 128, 8, 10, 3, 1, 5267.882812), - BLOB_INSTANCE(1, 256, 8, 10, 3, 1, 5220.464355), - BLOB_INSTANCE(1, 256, 8, 10, 3, 1, 4679.009277), - BLOB_INSTANCE(1, 256, 8, 10, 3, 4, 5225.716797), - BLOB_INSTANCE(1, 64, 8, 10, 3, 1, 3328.813965), - BLOB_INSTANCE(1, 64, 4, 5, 3, 1, 3452.416748), - BLOB_INSTANCE(1, 256, 4, 5, 3, 3, 10949.991211), - BLOB_INSTANCE(1, 64, 30, 40, 3, 1, 6146.038574), - BLOB_INSTANCE(1, 12, 30, 40, 3, 1, 5980.900391), + BLOB_INSTANCE(1, 120, 160, 16, 3, 1, 4814.681152), + BLOB_INSTANCE(1, 120, 160, 16, 3, 1, 6499.439453), + BLOB_INSTANCE(1, 120, 160, 32, 3, 1, 3212.908447), + BLOB_INSTANCE(1, 60, 80, 32, 3, 1, 7818.288574), + BLOB_INSTANCE(1, 60, 80, 32, 3, 1, 7342.898926), + BLOB_INSTANCE(1, 60, 80, 32, 3, 1, 6567.874023), + BLOB_INSTANCE(1, 60, 80, 32, 3, 1, 6704.869141), + BLOB_INSTANCE(1, 30, 40, 32, 3, 1, 7800.678711), + BLOB_INSTANCE(1, 30, 40, 64, 3, 1, 6366.527344), + BLOB_INSTANCE(1, 30, 40, 64, 3, 1, 6495.782227), + BLOB_INSTANCE(1, 30, 40, 64, 3, 1, 5689.767090), + BLOB_INSTANCE(1, 30, 40, 64, 3, 1, 4184.420410), + BLOB_INSTANCE(1, 30, 40, 64, 3, 4, 4880.107422), + BLOB_INSTANCE(1, 30, 40, 8, 3, 1, 3284.874756), + BLOB_INSTANCE(1, 30, 40, 16, 3, 1, 4962.150391), + BLOB_INSTANCE(1, 30, 40, 16, 3, 1, 3178.250000), + BLOB_INSTANCE(1, 30, 40, 8, 3, 1, 4284.743652), + BLOB_INSTANCE(1, 30, 40, 16, 3, 1, 4962.427246), + BLOB_INSTANCE(1, 30, 40, 16, 3, 1, 4426.156738), + BLOB_INSTANCE(1, 30, 40, 8, 3, 1, 5138.068359), + BLOB_INSTANCE(1, 30, 40, 12, 3, 1, 4664.257324), + BLOB_INSTANCE(1, 30, 40, 16, 3, 1, 4489.235352), + BLOB_INSTANCE(1, 30, 40, 16, 3, 1, 4712.398438), + BLOB_INSTANCE(1, 30, 40, 48, 3, 1, 3293.395996), + BLOB_INSTANCE(1, 30, 40, 64, 3, 1, 2960.170166), + BLOB_INSTANCE(1, 30, 40, 64, 3, 1, 5023.942871), + BLOB_INSTANCE(1, 30, 40, 64, 3, 1, 2166.545654), + BLOB_INSTANCE(1, 30, 40, 64, 3, 4, 3105.643066), + BLOB_INSTANCE(1, 15, 20, 64, 3, 1, 3432.200195), + BLOB_INSTANCE(1, 15, 20, 128, 3, 1, 3261.186768), + BLOB_INSTANCE(1, 15, 20, 128, 3, 1, 3876.244141), + BLOB_INSTANCE(1, 15, 20, 128, 3, 1, 3529.287842), + BLOB_INSTANCE(1, 15, 20, 128, 3, 1, 4716.303223), + BLOB_INSTANCE(1, 15, 20, 128, 3, 4, 4265.840332), + BLOB_INSTANCE(1, 8, 10, 128, 3, 1, 5267.882812), + BLOB_INSTANCE(1, 8, 10, 256, 3, 1, 5220.464355), + BLOB_INSTANCE(1, 8, 10, 256, 3, 1, 4679.009277), + BLOB_INSTANCE(1, 8, 10, 256, 3, 4, 5225.716797), + BLOB_INSTANCE(1, 8, 10, 64, 3, 1, 3328.813965), + BLOB_INSTANCE(1, 4, 5, 64, 3, 1, 3452.416748), + BLOB_INSTANCE(1, 4, 5, 256, 3, 3, 10949.991211), + BLOB_INSTANCE(1, 30, 40, 64, 3, 1, 6146.038574), BLOB_INSTANCE(1, 30, 40, 12, 3, 1, 5980.900391), - BLOB_INSTANCE(1, 64, 30, 40, 3, 1, 5973.556641), - BLOB_INSTANCE(1, 6, 30, 40, 3, 1, 4198.700684), + BLOB_INSTANCE(1, 30, 40, 64, 3, 1, 5973.556641), BLOB_INSTANCE(1, 30, 40, 6, 3, 1, 4198.700684), - BLOB_INSTANCE(1, 64, 30, 40, 3, 1, 3573.634277), - BLOB_INSTANCE(1, 30, 30, 40, 3, 1, 2727.307617), + BLOB_INSTANCE(1, 30, 40, 64, 3, 1, 3573.634277), BLOB_INSTANCE(1, 30, 40, 30, 3, 1, 2727.307617), - BLOB_INSTANCE(1, 128, 15, 20, 3, 1, 6171.292969), - BLOB_INSTANCE(1, 8, 15, 20, 3, 1, 6011.691406), + BLOB_INSTANCE(1, 15, 20, 128, 3, 1, 6171.292969), BLOB_INSTANCE(1, 15, 20, 8, 3, 1, 6011.691406), - BLOB_INSTANCE(1, 128, 15, 20, 3, 1, 4269.603027), - BLOB_INSTANCE(1, 4, 15, 20, 3, 1, 6145.834961), + BLOB_INSTANCE(1, 15, 20, 128, 3, 1, 4269.603027), BLOB_INSTANCE(1, 15, 20, 4, 3, 1, 6145.834961), - BLOB_INSTANCE(1, 128, 15, 20, 3, 1, 3765.824463), - BLOB_INSTANCE(1, 20, 15, 20, 3, 1, 2920.289307), + BLOB_INSTANCE(1, 15, 20, 128, 3, 1, 3765.824463), BLOB_INSTANCE(1, 15, 20, 20, 3, 1, 2920.289307), - BLOB_INSTANCE(1, 256, 8, 10, 3, 1, 10100.282227), - BLOB_INSTANCE(1, 8, 8, 10, 3, 1, 7432.951172), + BLOB_INSTANCE(1, 8, 10, 256, 3, 1, 10100.282227), BLOB_INSTANCE(1, 8, 10, 8, 3, 1, 7432.951172), - BLOB_INSTANCE(1, 256, 8, 10, 3, 1, 8588.697266), - BLOB_INSTANCE(1, 4, 8, 10, 3, 1, 7800.420898), + BLOB_INSTANCE(1, 8, 10, 256, 3, 1, 8588.697266), BLOB_INSTANCE(1, 8, 10, 4, 3, 1, 7800.420898), - BLOB_INSTANCE(1, 256, 8, 10, 3, 1, 6471.696289), - BLOB_INSTANCE(1, 20, 8, 10, 3, 1, 3504.548340), + BLOB_INSTANCE(1, 8, 10, 256, 3, 1, 6471.696289), BLOB_INSTANCE(1, 8, 10, 20, 3, 1, 3504.548340), - BLOB_INSTANCE(1, 12, 4, 5, 3, 1, 10051.492188), BLOB_INSTANCE(1, 4, 5, 12, 3, 1, 10051.492188), - BLOB_INSTANCE(1, 6, 4, 5, 3, 1, 7107.489746), BLOB_INSTANCE(1, 4, 5, 6, 3, 1, 7107.489746), - BLOB_INSTANCE(1, 30, 4, 5, 3, 1, 6903.421875), BLOB_INSTANCE(1, 4, 5, 30, 3, 1, 6903.421875), - BLOB_INSTANCE(1, 1, 3600, 4, 3, 1, 5980.900391), - BLOB_INSTANCE(1, 1, 600, 4, 3, 1, 6011.691406), - BLOB_INSTANCE(1, 1, 160, 4, 3, 1, 7432.951172), - BLOB_INSTANCE(1, 1, 60, 4, 3, 1, 10051.492188), - BLOB_INSTANCE(1, 1, 3600, 2, 3, 1, 4198.700684), - BLOB_INSTANCE(1, 1, 600, 2, 3, 1, 6145.834961), - BLOB_INSTANCE(1, 1, 160, 2, 3, 1, 7800.420898), - BLOB_INSTANCE(1, 1, 60, 2, 3, 1, 7107.489746), - BLOB_INSTANCE(1, 1, 4420, 2, 3, 1, 4666.434570), - BLOB_INSTANCE(1, 1, 3600, 10, 3, 1, 2727.307617), - BLOB_INSTANCE(1, 1, 600, 10, 3, 1, 2920.289307), - BLOB_INSTANCE(1, 1, 160, 10, 3, 1, 3504.548340), - BLOB_INSTANCE(1, 1, 60, 10, 3, 1, 6903.421875), - BLOB_INSTANCE(1, 1, 4420, 10, 3, 0, 2725.869629), - BLOB_INSTANCE(1, 1, 4420, 2, 1, 0, 32775.007812), - BLOB_INSTANCE(1, 3, 240, 320, 3, 1, 217.052994), - BLOB_INSTANCE(1, 1, 4420, 4, 3, 0, 5739.848633), + BLOB_INSTANCE(1, 3600, 4, 1, 3, 1, 5980.900391), + BLOB_INSTANCE(1, 600, 4, 1, 3, 1, 6011.691406), + BLOB_INSTANCE(1, 160, 4, 1, 3, 1, 7432.951172), + BLOB_INSTANCE(1, 60, 4, 1, 3, 1, 10051.492188), + BLOB_INSTANCE(1, 3600, 2, 1, 3, 1, 4198.700684), + BLOB_INSTANCE(1, 600, 2, 1, 3, 1, 6145.834961), + BLOB_INSTANCE(1, 160, 2, 1, 3, 1, 7800.420898), + BLOB_INSTANCE(1, 60, 2, 1, 3, 1, 7107.489746), + BLOB_INSTANCE(1, 4420, 2, 1, 3, 1, 4666.434570), + BLOB_INSTANCE(1, 3600, 10, 1, 3, 1, 2727.307617), + BLOB_INSTANCE(1, 600, 10, 1, 3, 1, 2920.289307), + BLOB_INSTANCE(1, 160, 10, 1, 3, 1, 3504.548340), + BLOB_INSTANCE(1, 60, 10, 1, 3, 1, 6903.421875), + BLOB_INSTANCE(1, 4420, 10, 1, 3, 0, 2725.869629), + BLOB_INSTANCE(1, 4420, 2, 1, 1, 0, 32775.007812), + BLOB_INSTANCE(1, 240, 320, 3, 3, 1, 217.052994), + BLOB_INSTANCE(1, 4420, 4, 1, 3, 0, 5739.848633), }; @@ -23010,7 +24082,6 @@ static operation_type_t* network_layers[] = { REFERENCE_LAYER(activation, 328), REFERENCE_LAYER(convolution, 373), REFERENCE_LAYER(convolution, 375), - REFERENCE_LAYER(permute, 376), REFERENCE_LAYER(reshape, 498), REFERENCE_LAYER(convolution, 329), REFERENCE_LAYER(convolution, 332), @@ -23020,7 +24091,6 @@ static operation_type_t* network_layers[] = { REFERENCE_LAYER(convolution, 344), REFERENCE_LAYER(convolution, 385), REFERENCE_LAYER(convolution, 387), - REFERENCE_LAYER(permute, 388), REFERENCE_LAYER(reshape, 508), REFERENCE_LAYER(convolution, 347), REFERENCE_LAYER(convolution, 350), @@ -23028,46 +24098,36 @@ static operation_type_t* network_layers[] = { REFERENCE_LAYER(convolution, 356), REFERENCE_LAYER(convolution, 397), REFERENCE_LAYER(convolution, 399), - REFERENCE_LAYER(permute, 400), REFERENCE_LAYER(reshape, 518), REFERENCE_LAYER(convolution, 359), REFERENCE_LAYER(convolution, 361), REFERENCE_LAYER(convolution, 363), REFERENCE_LAYER(convolution, 405), - REFERENCE_LAYER(permute, 406), REFERENCE_LAYER(reshape, 528), REFERENCE_LAYER(concat, 529), REFERENCE_LAYER(convolution, 369), REFERENCE_LAYER(convolution, 371), - REFERENCE_LAYER(permute, 372), REFERENCE_LAYER(reshape, 457), REFERENCE_LAYER(convolution, 381), REFERENCE_LAYER(convolution, 383), - REFERENCE_LAYER(permute, 384), REFERENCE_LAYER(reshape, 467), REFERENCE_LAYER(convolution, 393), REFERENCE_LAYER(convolution, 395), - REFERENCE_LAYER(permute, 396), REFERENCE_LAYER(reshape, 477), REFERENCE_LAYER(convolution, 403), - REFERENCE_LAYER(permute, 404), REFERENCE_LAYER(reshape, 487), REFERENCE_LAYER(concat, 488), REFERENCE_LAYER(softmax, 530), REFERENCE_LAYER(convolution, 365), REFERENCE_LAYER(convolution, 367), - REFERENCE_LAYER(permute, 368), REFERENCE_LAYER(reshape, 416), REFERENCE_LAYER(convolution, 377), REFERENCE_LAYER(convolution, 379), - REFERENCE_LAYER(permute, 380), REFERENCE_LAYER(reshape, 426), REFERENCE_LAYER(convolution, 389), REFERENCE_LAYER(convolution, 391), - REFERENCE_LAYER(permute, 392), REFERENCE_LAYER(reshape, 436), REFERENCE_LAYER(convolution, 401), - REFERENCE_LAYER(permute, 402), REFERENCE_LAYER(reshape, 446), REFERENCE_LAYER(concat, output0), }; @@ -23281,15 +24341,8 @@ static int blobs_output_375_data [] = { face_opt_blob_375_375, }; -static int blobs_input_376_data [] = { -face_opt_blob_375_375, -}; -static int blobs_output_376_data [] = { -face_opt_blob_376_376, -}; - static int blobs_input_498_data [] = { -face_opt_blob_376_376, +face_opt_blob_375_375, }; static int blobs_output_498_data [] = { face_opt_blob_498_498, @@ -23351,15 +24404,8 @@ static int blobs_output_387_data [] = { face_opt_blob_387_387, }; -static int blobs_input_388_data [] = { -face_opt_blob_387_387, -}; -static int blobs_output_388_data [] = { -face_opt_blob_388_388, -}; - static int blobs_input_508_data [] = { -face_opt_blob_388_388, +face_opt_blob_387_387, }; static int blobs_output_508_data [] = { face_opt_blob_508_508, @@ -23407,15 +24453,8 @@ static int blobs_output_399_data [] = { face_opt_blob_399_399, }; -static int blobs_input_400_data [] = { -face_opt_blob_399_399, -}; -static int blobs_output_400_data [] = { -face_opt_blob_400_400, -}; - static int blobs_input_518_data [] = { -face_opt_blob_400_400, +face_opt_blob_399_399, }; static int blobs_output_518_data [] = { face_opt_blob_518_518, @@ -23449,15 +24488,8 @@ static int blobs_output_405_data [] = { face_opt_blob_405_405, }; -static int blobs_input_406_data [] = { -face_opt_blob_405_405, -}; -static int blobs_output_406_data [] = { -face_opt_blob_406_406, -}; - static int blobs_input_528_data [] = { -face_opt_blob_406_406, +face_opt_blob_405_405, }; static int blobs_output_528_data [] = { face_opt_blob_528_528, @@ -23484,15 +24516,8 @@ static int blobs_output_371_data [] = { face_opt_blob_371_371, }; -static int blobs_input_372_data [] = { -face_opt_blob_371_371, -}; -static int blobs_output_372_data [] = { -face_opt_blob_372_372, -}; - static int blobs_input_457_data [] = { -face_opt_blob_372_372, +face_opt_blob_371_371, }; static int blobs_output_457_data [] = { face_opt_blob_457_457, @@ -23512,15 +24537,8 @@ static int blobs_output_383_data [] = { face_opt_blob_383_383, }; -static int blobs_input_384_data [] = { -face_opt_blob_383_383, -}; -static int blobs_output_384_data [] = { -face_opt_blob_384_384, -}; - static int blobs_input_467_data [] = { -face_opt_blob_384_384, +face_opt_blob_383_383, }; static int blobs_output_467_data [] = { face_opt_blob_467_467, @@ -23540,15 +24558,8 @@ static int blobs_output_395_data [] = { face_opt_blob_395_395, }; -static int blobs_input_396_data [] = { -face_opt_blob_395_395, -}; -static int blobs_output_396_data [] = { -face_opt_blob_396_396, -}; - static int blobs_input_477_data [] = { -face_opt_blob_396_396, +face_opt_blob_395_395, }; static int blobs_output_477_data [] = { face_opt_blob_477_477, @@ -23561,15 +24572,8 @@ static int blobs_output_403_data [] = { face_opt_blob_403_403, }; -static int blobs_input_404_data [] = { -face_opt_blob_403_403, -}; -static int blobs_output_404_data [] = { -face_opt_blob_404_404, -}; - static int blobs_input_487_data [] = { -face_opt_blob_404_404, +face_opt_blob_403_403, }; static int blobs_output_487_data [] = { face_opt_blob_487_487, @@ -23603,15 +24607,8 @@ static int blobs_output_367_data [] = { face_opt_blob_367_367, }; -static int blobs_input_368_data [] = { -face_opt_blob_367_367, -}; -static int blobs_output_368_data [] = { -face_opt_blob_368_368, -}; - static int blobs_input_416_data [] = { -face_opt_blob_368_368, +face_opt_blob_367_367, }; static int blobs_output_416_data [] = { face_opt_blob_416_416, @@ -23631,15 +24628,8 @@ static int blobs_output_379_data [] = { face_opt_blob_379_379, }; -static int blobs_input_380_data [] = { -face_opt_blob_379_379, -}; -static int blobs_output_380_data [] = { -face_opt_blob_380_380, -}; - static int blobs_input_426_data [] = { -face_opt_blob_380_380, +face_opt_blob_379_379, }; static int blobs_output_426_data [] = { face_opt_blob_426_426, @@ -23659,15 +24649,8 @@ static int blobs_output_391_data [] = { face_opt_blob_391_391, }; -static int blobs_input_392_data [] = { -face_opt_blob_391_391, -}; -static int blobs_output_392_data [] = { -face_opt_blob_392_392, -}; - static int blobs_input_436_data [] = { -face_opt_blob_392_392, +face_opt_blob_391_391, }; static int blobs_output_436_data [] = { face_opt_blob_436_436, @@ -23680,15 +24663,8 @@ static int blobs_output_401_data [] = { face_opt_blob_401_401, }; -static int blobs_input_402_data [] = { -face_opt_blob_401_401, -}; -static int blobs_output_402_data [] = { -face_opt_blob_402_402, -}; - static int blobs_input_446_data [] = { -face_opt_blob_402_402, +face_opt_blob_401_401, }; static int blobs_output_446_data [] = { face_opt_blob_446_446, @@ -23882,12 +24858,6 @@ static operation_blobs_t blobs_operations_data [] = { .output_count = 1, .output_blobs = blobs_output_375_data, }, - { - .input_count = 1, - .input_blobs = blobs_input_376_data, - .output_count = 1, - .output_blobs = blobs_output_376_data, - }, { .input_count = 1, .input_blobs = blobs_input_498_data, @@ -23942,12 +24912,6 @@ static operation_blobs_t blobs_operations_data [] = { .output_count = 1, .output_blobs = blobs_output_387_data, }, - { - .input_count = 1, - .input_blobs = blobs_input_388_data, - .output_count = 1, - .output_blobs = blobs_output_388_data, - }, { .input_count = 1, .input_blobs = blobs_input_508_data, @@ -23990,12 +24954,6 @@ static operation_blobs_t blobs_operations_data [] = { .output_count = 1, .output_blobs = blobs_output_399_data, }, - { - .input_count = 1, - .input_blobs = blobs_input_400_data, - .output_count = 1, - .output_blobs = blobs_output_400_data, - }, { .input_count = 1, .input_blobs = blobs_input_518_data, @@ -24026,12 +24984,6 @@ static operation_blobs_t blobs_operations_data [] = { .output_count = 1, .output_blobs = blobs_output_405_data, }, - { - .input_count = 1, - .input_blobs = blobs_input_406_data, - .output_count = 1, - .output_blobs = blobs_output_406_data, - }, { .input_count = 1, .input_blobs = blobs_input_528_data, @@ -24056,12 +25008,6 @@ static operation_blobs_t blobs_operations_data [] = { .output_count = 1, .output_blobs = blobs_output_371_data, }, - { - .input_count = 1, - .input_blobs = blobs_input_372_data, - .output_count = 1, - .output_blobs = blobs_output_372_data, - }, { .input_count = 1, .input_blobs = blobs_input_457_data, @@ -24080,12 +25026,6 @@ static operation_blobs_t blobs_operations_data [] = { .output_count = 1, .output_blobs = blobs_output_383_data, }, - { - .input_count = 1, - .input_blobs = blobs_input_384_data, - .output_count = 1, - .output_blobs = blobs_output_384_data, - }, { .input_count = 1, .input_blobs = blobs_input_467_data, @@ -24104,12 +25044,6 @@ static operation_blobs_t blobs_operations_data [] = { .output_count = 1, .output_blobs = blobs_output_395_data, }, - { - .input_count = 1, - .input_blobs = blobs_input_396_data, - .output_count = 1, - .output_blobs = blobs_output_396_data, - }, { .input_count = 1, .input_blobs = blobs_input_477_data, @@ -24122,12 +25056,6 @@ static operation_blobs_t blobs_operations_data [] = { .output_count = 1, .output_blobs = blobs_output_403_data, }, - { - .input_count = 1, - .input_blobs = blobs_input_404_data, - .output_count = 1, - .output_blobs = blobs_output_404_data, - }, { .input_count = 1, .input_blobs = blobs_input_487_data, @@ -24158,12 +25086,6 @@ static operation_blobs_t blobs_operations_data [] = { .output_count = 1, .output_blobs = blobs_output_367_data, }, - { - .input_count = 1, - .input_blobs = blobs_input_368_data, - .output_count = 1, - .output_blobs = blobs_output_368_data, - }, { .input_count = 1, .input_blobs = blobs_input_416_data, @@ -24182,12 +25104,6 @@ static operation_blobs_t blobs_operations_data [] = { .output_count = 1, .output_blobs = blobs_output_379_data, }, - { - .input_count = 1, - .input_blobs = blobs_input_380_data, - .output_count = 1, - .output_blobs = blobs_output_380_data, - }, { .input_count = 1, .input_blobs = blobs_input_426_data, @@ -24206,12 +25122,6 @@ static operation_blobs_t blobs_operations_data [] = { .output_count = 1, .output_blobs = blobs_output_391_data, }, - { - .input_count = 1, - .input_blobs = blobs_input_392_data, - .output_count = 1, - .output_blobs = blobs_output_392_data, - }, { .input_count = 1, .input_blobs = blobs_input_436_data, @@ -24224,12 +25134,6 @@ static operation_blobs_t blobs_operations_data [] = { .output_count = 1, .output_blobs = blobs_output_401_data, }, - { - .input_count = 1, - .input_blobs = blobs_input_402_data, - .output_count = 1, - .output_blobs = blobs_output_402_data, - }, { .input_count = 1, .input_blobs = blobs_input_446_data, diff --git a/c-netend/examples/models/face/face-opt.h b/c-netend/examples/models/face/face-opt.h index 2bfdc65..07d3958 100644 --- a/c-netend/examples/models/face/face-opt.h +++ b/c-netend/examples/models/face/face-opt.h @@ -52,56 +52,44 @@ #define face_opt_blob_363_364 40 #define face_opt_blob_365_366 41 #define face_opt_blob_367_367 42 -#define face_opt_blob_368_368 43 -#define face_opt_blob_369_370 44 -#define face_opt_blob_371_371 45 -#define face_opt_blob_372_372 46 -#define face_opt_blob_373_374 47 -#define face_opt_blob_375_375 48 -#define face_opt_blob_376_376 49 -#define face_opt_blob_377_378 50 -#define face_opt_blob_379_379 51 -#define face_opt_blob_380_380 52 -#define face_opt_blob_381_382 53 -#define face_opt_blob_383_383 54 -#define face_opt_blob_384_384 55 -#define face_opt_blob_385_386 56 -#define face_opt_blob_387_387 57 -#define face_opt_blob_388_388 58 -#define face_opt_blob_389_390 59 -#define face_opt_blob_391_391 60 -#define face_opt_blob_392_392 61 -#define face_opt_blob_393_394 62 -#define face_opt_blob_395_395 63 -#define face_opt_blob_396_396 64 -#define face_opt_blob_397_398 65 -#define face_opt_blob_399_399 66 -#define face_opt_blob_400_400 67 -#define face_opt_blob_401_401 68 -#define face_opt_blob_402_402 69 -#define face_opt_blob_403_403 70 -#define face_opt_blob_404_404 71 -#define face_opt_blob_405_405 72 -#define face_opt_blob_406_406 73 -#define face_opt_blob_416_416 74 -#define face_opt_blob_426_426 75 -#define face_opt_blob_436_436 76 -#define face_opt_blob_446_446 77 -#define face_opt_blob_457_457 78 -#define face_opt_blob_467_467 79 -#define face_opt_blob_477_477 80 -#define face_opt_blob_487_487 81 -#define face_opt_blob_488_488 82 -#define face_opt_blob_498_498 83 -#define face_opt_blob_508_508 84 -#define face_opt_blob_518_518 85 -#define face_opt_blob_528_528 86 -#define face_opt_blob_529_529 87 -#define face_opt_blob_530_530 88 -#define face_opt_blob_input0_input0 89 -#define face_opt_blob_output0_output0 90 +#define face_opt_blob_369_370 43 +#define face_opt_blob_371_371 44 +#define face_opt_blob_373_374 45 +#define face_opt_blob_375_375 46 +#define face_opt_blob_377_378 47 +#define face_opt_blob_379_379 48 +#define face_opt_blob_381_382 49 +#define face_opt_blob_383_383 50 +#define face_opt_blob_385_386 51 +#define face_opt_blob_387_387 52 +#define face_opt_blob_389_390 53 +#define face_opt_blob_391_391 54 +#define face_opt_blob_393_394 55 +#define face_opt_blob_395_395 56 +#define face_opt_blob_397_398 57 +#define face_opt_blob_399_399 58 +#define face_opt_blob_401_401 59 +#define face_opt_blob_403_403 60 +#define face_opt_blob_405_405 61 +#define face_opt_blob_416_416 62 +#define face_opt_blob_426_426 63 +#define face_opt_blob_436_436 64 +#define face_opt_blob_446_446 65 +#define face_opt_blob_457_457 66 +#define face_opt_blob_467_467 67 +#define face_opt_blob_477_477 68 +#define face_opt_blob_487_487 69 +#define face_opt_blob_488_488 70 +#define face_opt_blob_498_498 71 +#define face_opt_blob_508_508 72 +#define face_opt_blob_518_518 73 +#define face_opt_blob_528_528 74 +#define face_opt_blob_529_529 75 +#define face_opt_blob_530_530 76 +#define face_opt_blob_input0_input0 77 +#define face_opt_blob_output0_output0 78 -#define FACE_OPT_BLOB_SIZE 91 +#define FACE_OPT_BLOB_SIZE 79 typedef struct face_opt_ncnn_blob{ const char *name; int blob_id;} face_opt_ncnn_blob_t; static face_opt_ncnn_blob_t face_opt_ncnn_blobs [] = { @@ -149,37 +137,25 @@ static face_opt_ncnn_blob_t face_opt_ncnn_blobs [] = { {"364" , face_opt_blob_363_364}, {"366" , face_opt_blob_365_366}, {"367" , face_opt_blob_367_367}, - {"368" , face_opt_blob_368_368}, {"370" , face_opt_blob_369_370}, {"371" , face_opt_blob_371_371}, - {"372" , face_opt_blob_372_372}, {"374" , face_opt_blob_373_374}, {"375" , face_opt_blob_375_375}, - {"376" , face_opt_blob_376_376}, {"378" , face_opt_blob_377_378}, {"379" , face_opt_blob_379_379}, - {"380" , face_opt_blob_380_380}, {"382" , face_opt_blob_381_382}, {"383" , face_opt_blob_383_383}, - {"384" , face_opt_blob_384_384}, {"386" , face_opt_blob_385_386}, {"387" , face_opt_blob_387_387}, - {"388" , face_opt_blob_388_388}, {"390" , face_opt_blob_389_390}, {"391" , face_opt_blob_391_391}, - {"392" , face_opt_blob_392_392}, {"394" , face_opt_blob_393_394}, {"395" , face_opt_blob_395_395}, - {"396" , face_opt_blob_396_396}, {"398" , face_opt_blob_397_398}, {"399" , face_opt_blob_399_399}, - {"400" , face_opt_blob_400_400}, {"401" , face_opt_blob_401_401}, - {"402" , face_opt_blob_402_402}, {"403" , face_opt_blob_403_403}, - {"404" , face_opt_blob_404_404}, {"405" , face_opt_blob_405_405}, - {"406" , face_opt_blob_406_406}, {"416" , face_opt_blob_416_416}, {"426" , face_opt_blob_426_426}, {"436" , face_opt_blob_436_436}, diff --git a/c-netend/examples/models/face/face-opt.table b/c-netend/examples/models/face/face-opt.table index 3149a7d..e9a1cd0 100644 --- a/c-netend/examples/models/face/face-opt.table +++ b/c-netend/examples/models/face/face-opt.table @@ -1,110 +1,110 @@ -input0 217.052994 -261 4814.681152 -264 6499.439453 -267 3212.908447 -270 7818.288574 -273 7342.898926 -276 6567.874023 -279 6704.869141 -282 7800.678711 -285 6366.527344 -288 6495.782227 -291 5689.767090 -294 4184.420410 -297 4880.107422 -297_splitncnn_0 4880.107422 -297_splitncnn_1 4880.107422 -297_splitncnn_2 4880.107422 -297_splitncnn_3 4880.107422 -298 3284.874756 -302 4962.150391 -303 3178.250000 -305 4284.743652 -309 4962.427246 -310 4426.156738 -312 5138.068359 -316 4664.257324 -319 4489.235352 -320 4712.398438 -322 3293.395996 -323 2960.170166 -325 5023.942871 -327 2166.545654 -328 3105.643066 -328_splitncnn_0 3105.643066 -328_splitncnn_1 3105.643066 -328_splitncnn_2 3105.643066 -328_splitncnn_3 3105.643066 -331 3432.200195 -334 3261.186768 -337 3876.244141 -340 3529.287842 -343 4716.303223 -346 4265.840332 -346_splitncnn_0 4265.840332 -346_splitncnn_1 4265.840332 -346_splitncnn_2 4265.840332 -346_splitncnn_3 4265.840332 -349 5267.882812 -352 5220.464355 -355 4679.009277 -358 5225.716797 -358_splitncnn_0 5225.716797 -358_splitncnn_1 5225.716797 -358_splitncnn_2 5225.716797 -358_splitncnn_3 5225.716797 -360 3328.813965 -362 3452.416748 -364 10949.991211 -364_splitncnn_0 10949.991211 -364_splitncnn_1 10949.991211 -364_splitncnn_2 10949.991211 -366 6146.038574 -367 5980.900391 -368 5980.900391 -370 5973.556641 -371 4198.700684 -372 4198.700684 -374 3573.634277 -375 2727.307617 -376 2727.307617 -378 6171.292969 -379 6011.691406 -380 6011.691406 -382 4269.603027 -383 6145.834961 -384 6145.834961 -386 3765.824463 -387 2920.289307 -388 2920.289307 -390 10100.282227 -391 7432.951172 -392 7432.951172 -394 8588.697266 -395 7800.420898 -396 7800.420898 -398 6471.696289 -399 3504.548340 -400 3504.548340 -401 10051.492188 -402 10051.492188 -403 7107.489746 -404 7107.489746 -405 6903.421875 -406 6903.421875 -416 5980.900391 -426 6011.691406 -436 7432.951172 -446 10051.492188 -output0 5739.848633 -457 4198.700684 -467 6145.834961 -477 7800.420898 -487 7107.489746 -488 4666.434570 -498 2727.307617 -508 2920.289307 -518 3504.548340 -528 6903.421875 -529 2725.869629 -530 32775.007812 +input0 150.963135 +261 6.805643 +264 5.041512 +267 10.198547 +270 4.191071 +273 4.462407 +276 4.988981 +279 4.887045 +282 4.200532 +285 5.146762 +288 5.044350 +291 5.758935 +294 7.830714 +297 6.714401 +297_splitncnn_0 6.714401 +297_splitncnn_1 6.714401 +297_splitncnn_2 6.714401 +297_splitncnn_3 6.714401 +298 9.975114 +302 6.603384 +303 10.309759 +305 7.647366 +309 6.603019 +310 7.403036 +312 6.377299 +316 7.025127 +319 7.299012 +320 6.953358 +322 9.949302 +323 11.069293 +325 6.522168 +327 15.114810 +328 10.550793 +328_splitncnn_0 10.550793 +328_splitncnn_1 10.550793 +328_splitncnn_2 10.550793 +328_splitncnn_3 10.550793 +331 9.546941 +334 10.047567 +337 8.453286 +340 9.284309 +343 6.947603 +346 7.681253 +346_splitncnn_0 7.681253 +346_splitncnn_1 7.681253 +346_splitncnn_2 7.681253 +346_splitncnn_3 7.681253 +349 6.220147 +352 6.276645 +355 7.002979 +358 6.270336 +358_splitncnn_0 6.270336 +358_splitncnn_1 6.270336 +358_splitncnn_2 6.270336 +358_splitncnn_3 6.270336 +360 9.843445 +362 9.491031 +364 2.992423 +364_splitncnn_0 2.992423 +364_splitncnn_1 2.992423 +364_splitncnn_2 2.992423 +366 5.331402 +367 5.478605 +368 5.478605 +370 5.485344 +371 7.804081 +372 7.804081 +374 9.169098 +375 12.014410 +376 12.014410 +378 5.309583 +379 5.450546 +380 5.450546 +382 7.674482 +383 5.331580 +384 5.331580 +386 8.701148 +387 11.220463 +388 11.220463 +390 3.244167 +391 4.408343 +392 4.408343 +394 3.815131 +395 4.200672 +396 4.200672 +398 5.063125 +399 9.349849 +400 9.349849 +401 3.259914 +402 3.259914 +403 4.610206 +404 4.610206 +405 4.746486 +406 4.746486 +416 5.478605 +426 5.450546 +436 4.408343 +446 3.259914 +output0 5.708686 +457 7.804081 +467 5.331580 +477 4.200672 +487 4.610206 +488 7.021849 +498 12.014410 +508 11.220463 +518 9.349849 +528 4.746486 +529 12.020749 +530 0.999756 diff --git a/c-netend/examples/models/face/mobilefacenet-opt.c b/c-netend/examples/models/face/mobilefacenet-opt.c index 4e2e712..cf8993e 100644 --- a/c-netend/examples/models/face/mobilefacenet-opt.c +++ b/c-netend/examples/models/face/mobilefacenet-opt.c @@ -6,124 +6,142 @@ __attribute__((aligned(4))) static const unsigned char layer_conv_1_conv2d_convolution_bias_data[] = { -0x78,0x0c,0xbf,0x07,0x13,0x0b,0x8c,0xec,0x4d,0xff,0x2f,0x0a,0x73,0xe3,0xd7,0x07,0x4b,0x0a,0xd4,0xff,0x2b,0x0e,0x50,0x0c,0x87,0xf0,0x99,0x00,0xbe,0x14,0x22,0x0b, -0x10,0xed,0xe6,0xec,0x8f,0xf7,0xd4,0x0b,0x9f,0xf5,0xb1,0xf2,0xbe,0x02,0x15,0xf4,0xc5,0xf1,0xd5,0xf6,0xe3,0x08,0x29,0xef,0x07,0xef,0xd3,0x0d,0x09,0xf6,0xf5,0xea, -0x71,0x0a,0xda,0xf3,0x2e,0xf3,0x7a,0x0b,0x04,0x0f,0x11,0x08,0xd2,0xfa,0xa1,0x07,0x73,0x0f,0xe3,0xe3,0x2f,0x08,0xc3,0x03,0x67,0xf0,0x29,0x09,0x40,0xf7,0x81,0x02, -0x92,0xe4,0xdc,0x0d,0xda,0x0c,0x51,0xe8,0xf7,0x00,0x77,0x07,0xc3,0x07,0x2f,0x09,0xac,0xfe,0x8e,0x0b,0xc7,0xee,0x50,0xfa,0x5e,0xe9,0x75,0xf1,0x24,0x08,0xaa,0xf5, +0x78,0x0c,0x00,0x00,0xbf,0x07,0x00,0x00,0x13,0x0b,0x00,0x00,0x8c,0xec,0xff,0xff,0x4d,0xff,0xff,0xff,0x2f,0x0a,0x00,0x00,0x73,0xe3,0xff,0xff,0xd7,0x07,0x00,0x00, +0x4b,0x0a,0x00,0x00,0xd4,0xff,0xff,0xff,0x2b,0x0e,0x00,0x00,0x50,0x0c,0x00,0x00,0x87,0xf0,0xff,0xff,0x99,0x00,0x00,0x00,0xbe,0x14,0x00,0x00,0x22,0x0b,0x00,0x00, +0x10,0xed,0xff,0xff,0xe6,0xec,0xff,0xff,0x8f,0xf7,0xff,0xff,0xd4,0x0b,0x00,0x00,0x9f,0xf5,0xff,0xff,0xb1,0xf2,0xff,0xff,0xbe,0x02,0x00,0x00,0x15,0xf4,0xff,0xff, +0xc5,0xf1,0xff,0xff,0xd5,0xf6,0xff,0xff,0xe3,0x08,0x00,0x00,0x29,0xef,0xff,0xff,0x07,0xef,0xff,0xff,0xd3,0x0d,0x00,0x00,0x09,0xf6,0xff,0xff,0xf5,0xea,0xff,0xff, +0x71,0x0a,0x00,0x00,0xda,0xf3,0xff,0xff,0x2e,0xf3,0xff,0xff,0x7a,0x0b,0x00,0x00,0x04,0x0f,0x00,0x00,0x11,0x08,0x00,0x00,0xd2,0xfa,0xff,0xff,0xa1,0x07,0x00,0x00, +0x73,0x0f,0x00,0x00,0xe3,0xe3,0xff,0xff,0x2f,0x08,0x00,0x00,0xc3,0x03,0x00,0x00,0x67,0xf0,0xff,0xff,0x29,0x09,0x00,0x00,0x40,0xf7,0xff,0xff,0x81,0x02,0x00,0x00, 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-DEFINE_TENSOR(layer_conv_1_conv2d_convolution_bias, 128, layer_conv_1_conv2d_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_conv_1_conv2d_convolution_bias, 4, 4, 256, layer_conv_1_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_conv_1_conv2d_convolution_filters_data[] = { -0x4f,0x06,0x39,0x0e,0xb1,0xf0,0x2b,0xf1,0xb3,0x2b,0xd6,0xe9,0xe1,0xe9,0x73,0x21,0x4b,0xea,0x67,0x00,0xf5,0x19,0x53,0xea,0xd1,0xf2,0x46,0x42,0x04,0xe6,0x70,0xe4, -0x24,0x31,0x1b,0xe4,0xff,0x0a,0x38,0xfc,0xb7,0x0a,0x92,0xf5,0xd1,0x0e,0x08,0xf5,0xa3,0xf1,0x68,0x09,0x63,0xf2,0x8d,0xe7,0xb5,0xd6,0x1e,0xdf,0x4e,0x03,0x9c,0x0b, -0xd7,0x03,0x08,0x11,0x59,0x22,0x94,0x16,0x3e,0xe6,0x03,0xce,0x4c,0xd4,0xad,0x08,0xe2,0x09,0xee,0xff,0x9c,0x1b,0xb2,0x2d,0x61,0x1f,0x1d,0xf3,0x2f,0xe8,0x04,0xf2, -0xb8,0xf9,0x87,0x02,0xb2,0x02,0xf1,0x07,0x7a,0x16,0x03,0x11,0x54,0xf7,0x90,0x0f,0xbc,0xec,0x6e,0x14,0xd8,0x3a,0x9a,0x18,0xd1,0x07,0xf3,0xe0,0x3b,0xb9,0xd3,0xf8, 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layer_conv_1_conv2d_convolution_requantize_data[] = { +0x36,0xc1,0x09,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_conv_1_conv2d_convolution_requantize, 4, 1, 4, layer_conv_1_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_conv_1_relu_prelu_slope_data[] = { 0xbf,0x5c,0xb7,0x3e,0x50,0x43,0x50,0x3e,0x5c,0xd9,0xa8,0x3e,0xe6,0x19,0x09,0x3f,0x94,0x0b,0x15,0x3f,0xbd,0x44,0xdb,0x3e,0x9c,0xb7,0xb3,0x3e,0xd1,0x7b,0x2c,0x3f, @@ -134,16 +152,28 @@ static const unsigned char layer_conv_1_relu_prelu_slope_data[] = { 0xbf,0xd2,0x09,0x3f,0x1f,0x03,0x93,0xbc,0xed,0xbe,0x42,0x3f,0x3e,0xf6,0x8a,0xbf,0x62,0xdd,0x50,0xbf,0xb2,0x5a,0xe9,0x3e,0x79,0x6b,0x09,0x3f,0xf1,0x86,0x75,0xbf, 0x06,0x42,0xb9,0x3e,0x6a,0x83,0x8a,0x3e,0x7d,0x03,0xcd,0x3e,0xc7,0x2b,0xe8,0x3e,0xb7,0xb3,0xc2,0x3e,0x14,0xbc,0x14,0x3f,0xaf,0x2a,0xc4,0x3e,0xef,0x01,0x2c,0x3f, 0xf3,0x30,0x33,0x3f,0x3f,0xf7,0x38,0x3e,0x1f,0x6c,0xd0,0xbc,0xcc,0x6c,0x08,0xbf,0x90,0xe2,0xbb,0x3e,0x84,0xc0,0xf0,0x3e,0x82,0xf8,0x07,0x3f,0x96,0x1c,0x30,0x3f, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_conv_1_relu_prelu_slope, 256, layer_conv_1_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_conv_1_relu_prelu_slope, 4, 1, 256, layer_conv_1_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_conv_2_dw_conv2d_convolution_bias_data[] = { -0x5e,0x0e,0x9c,0xfb,0x83,0x09,0x51,0x06,0xb5,0x07,0xb2,0x0a,0x8e,0x06,0x07,0x0a,0x22,0x0d,0x3f,0x0b,0x4d,0x0d,0x70,0xff,0xaf,0x04,0x67,0xfd,0x04,0x03,0x6a,0x00, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_conv_2_dw_conv2d_convolution_bias, 128, layer_conv_2_dw_conv2d_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_conv_2_dw_conv2d_convolution_bias, 4, 4, 256, layer_conv_2_dw_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_conv_2_dw_conv2d_convolution_filters_data[] = { 0x09,0xfe,0x6c,0x04,0xdc,0xfe,0xac,0xf0,0x82,0x1a,0x41,0xf3,0x51,0xf9,0x97,0x05,0x65,0x00,0xd2,0x00,0x95,0x07,0xd9,0x00,0xcd,0xfd,0xea,0xfb,0xae,0x02,0xfe,0xfd, @@ -182,8 +212,18 @@ static const unsigned char layer_conv_2_dw_conv2d_convolution_filters_data[] = { 0xce,0x11,0xd9,0x38,0x1a,0xf5,0x31,0x02,0xb4,0x04,0x31,0x09,0x65,0xfd,0xdd,0xfc,0x6e,0x02,0xcb,0xfb,0x4c,0xfc,0x33,0x01,0x2a,0xeb,0x35,0xe4,0x7f,0xf1,0xb7,0x06, 0xfb,0x01,0x77,0x02,0x7d,0x0c,0xfb,0x1e,0x32,0x08,0x25,0xff,0x72,0xfa,0xd5,0x02,0x6f,0xf9,0x10,0xf3,0xa8,0xf9,0xc8,0x25,0x25,0xfc,0x75,0xfe,0x92,0x05,0x48,0xed, 0x39,0x14,0x80,0xfa,0xf2,0x15,0xb6,0xf2,0xb4,0xec,0x0e,0x0d,0x14,0xfb,0xce,0xf7,0xd3,0xff,0x92,0x06,0xa1,0xf0,0x47,0x00,0xf7,0x0e,0x64,0xf9,0x8a,0x00,0x5c,0x08, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_conv_2_dw_conv2d_convolution_filters, 1152, layer_conv_2_dw_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_conv_2_dw_conv2d_convolution_filters, 2, 3, 1152, layer_conv_2_dw_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_conv_2_dw_conv2d_convolution_requantize_data[] = { +0x71,0x17,0x97,0x39,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_conv_2_dw_conv2d_convolution_requantize, 4, 1, 4, layer_conv_2_dw_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_conv_2_dw_relu_prelu_slope_data[] = { 0x09,0xd6,0x3f,0x3f,0x96,0x17,0x08,0xc0,0xee,0x38,0x44,0x3f,0x5a,0x2f,0xba,0xbe,0xe4,0x18,0x92,0x3e,0x18,0x24,0x84,0x3e,0xf5,0xbb,0x3c,0x3e,0x6e,0xb6,0xc3,0x3e, @@ -194,44 +234,84 @@ static const unsigned char layer_conv_2_dw_relu_prelu_slope_data[] = { 0xf7,0x4d,0xa4,0xbf,0xbf,0xdf,0xab,0x3e,0xc8,0xda,0xed,0xbf,0x57,0x98,0x16,0x3f,0x1e,0x0e,0xbe,0xbf,0x22,0x90,0xbe,0x3e,0x62,0x65,0x6e,0x3f,0x3a,0x44,0x6d,0x3f, 0x64,0x02,0xff,0x3e,0xbe,0xf8,0x39,0xbf,0x91,0x6f,0x61,0x3f,0x6b,0x64,0x5c,0x3f,0x8a,0x98,0xa1,0xbf,0xf9,0xa8,0xe5,0x3e,0xae,0x3d,0xaf,0x3c,0xd3,0xf0,0xc6,0xbf, 0x9d,0x3a,0xc5,0x3e,0x7b,0xda,0x3e,0x3f,0xb1,0x41,0xc3,0x3d,0x3f,0xca,0xf6,0x3e,0xd8,0x48,0x34,0xbf,0xe6,0x9a,0xb8,0xbf,0x02,0xef,0xc3,0x3f,0x0f,0xcf,0x04,0x3f, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_conv_2_dw_relu_prelu_slope, 256, layer_conv_2_dw_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_conv_2_dw_relu_prelu_slope, 4, 1, 256, layer_conv_2_dw_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_conv_6dw7_7_conv2d_convolution_bias_data[] = { 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layer_conv_6dw7_7_conv2d_convolution_filters_data[] = { 0x78,0xfd,0x69,0xfe,0x7a,0x00,0x89,0xf9,0x88,0xf9,0x18,0x01,0x52,0xfe,0x23,0xfe,0x4e,0xfe,0x55,0xfb,0x56,0x00,0x64,0xfe,0x02,0xfa,0x67,0xfc,0xf6,0xfe,0xd1,0xff, @@ -1802,44 +1882,90 @@ static const unsigned char layer_conv_6dw7_7_conv2d_convolution_filters_data[] = 0x36,0x00,0x2e,0xff,0x10,0x00,0x90,0x00,0x3f,0xff,0x30,0x00,0x27,0xff,0x86,0xfe,0x66,0x00,0x6b,0x00,0x56,0x00,0x8a,0x00,0xfd,0xfd,0x6d,0x00,0x35,0x00,0x3a,0x00, 0x25,0x03,0x1e,0x03,0x33,0x00,0x6f,0xff,0xcb,0xff,0x6f,0xfe,0x35,0xfc,0xda,0x17,0x7a,0x17,0x3d,0xfc,0xed,0xfe,0x57,0x00,0xf8,0x01,0x88,0xff,0x18,0xfa,0xb9,0xf9, 0x03,0x00,0xb0,0x01,0x05,0xfe,0x6c,0xfe,0xd2,0x00,0x32,0xff,0x45,0xff,0xeb,0x00,0xa1,0xfe,0x47,0x01,0x00,0xff,0x15,0xfe,0x8c,0x00,0xc1,0x00,0x75,0xfe,0x15,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_conv_6dw7_7_conv2d_convolution_filters, 50176, layer_conv_6dw7_7_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_conv_6dw7_7_conv2d_convolution_filters, 2, 3, 50176, layer_conv_6dw7_7_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_conv_6dw7_7_conv2d_convolution_requantize_data[] = { +0x83,0x13,0x65,0x3a,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, 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-DEFINE_TENSOR(layer_conv_6sep_conv2d_convolution_bias, 1024, layer_conv_6sep_conv2d_convolution_bias_data, 1.000000) +0xd0,0xff,0xff,0xff,0xb1,0xfe,0xff,0xff,0x79,0xfe,0xff,0xff,0x6b,0xfd,0xff,0xff,0x83,0x00,0x00,0x00,0xa7,0xfb,0xff,0xff,0x3f,0xff,0xff,0xff,0xb1,0xff,0xff,0xff, +0x7b,0x02,0x00,0x00,0xcd,0x03,0x00,0x00,0x4a,0xfd,0xff,0xff,0x44,0xfe,0xff,0xff,0xf5,0x07,0x00,0x00,0x9f,0x01,0x00,0x00,0xaa,0xff,0xff,0xff,0x87,0x00,0x00,0x00, +0xcb,0xff,0xff,0xff,0x90,0x00,0x00,0x00,0x8c,0xfe,0xff,0xff,0xa8,0xfa,0xff,0xff,0xd9,0xf9,0xff,0xff,0x5c,0xfe,0xff,0xff,0x23,0x02,0x00,0x00,0xee,0xfd,0xff,0xff, +0xbc,0xff,0xff,0xff,0xff,0x02,0x00,0x00,0x7b,0xff,0xff,0xff,0x64,0x01,0x00,0x00,0xa5,0xfb,0xff,0xff,0x01,0xfa,0xff,0xff,0x1f,0x03,0x00,0x00,0x1c,0xfe,0xff,0xff, +0xc6,0xfd,0xff,0xff,0x11,0xff,0xff,0xff,0x3e,0xf9,0xff,0xff,0x74,0xfd,0xff,0xff,0xdf,0x05,0x00,0x00,0x01,0x00,0x00,0x00,0x15,0x00,0x00,0x00,0xb9,0xfa,0xff,0xff, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_conv_6sep_conv2d_convolution_bias, 4, 4, 2048, layer_conv_6sep_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_conv_6sep_conv2d_convolution_filters_data[] = { 0x16,0x00,0x1d,0x00,0x03,0x00,0x65,0xff,0x7a,0x00,0x66,0x00,0x03,0x00,0x62,0x00,0x42,0x00,0x98,0xff,0xae,0xff,0xcd,0xff,0xfa,0xff,0xbf,0xff,0x95,0xff,0xca,0xff, @@ -5938,8 +6064,18 @@ static const unsigned char layer_conv_6sep_conv2d_convolution_filters_data[] = { 0x44,0x02,0xa9,0xff,0xd2,0xff,0xd4,0xff,0x24,0xff,0x72,0xff,0xb8,0x00,0x3d,0x01,0xb2,0xff,0x4d,0x01,0x25,0x00,0x58,0x00,0x70,0xff,0x22,0xff,0x18,0xff,0x62,0xff, 0xe2,0xff,0x9d,0xff,0xec,0x00,0x62,0x00,0x0a,0xff,0x79,0xfe,0xc6,0xfe,0x9d,0xff,0x02,0x00,0xa5,0xfe,0xc4,0xff,0x86,0xfe,0xb5,0xfe,0x3d,0x00,0x4c,0x00,0x36,0xff, 0x89,0x00,0x08,0x02,0xec,0x00,0x78,0xff,0x9e,0x00,0xb1,0xff,0x7d,0xfe,0x58,0x00,0x5b,0xfe,0x2c,0xff,0xbd,0x00,0x3a,0xff,0xa9,0xfe,0xd3,0xff,0x0a,0xff,0x40,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_conv_6sep_conv2d_convolution_filters, 131072, layer_conv_6sep_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_conv_6sep_conv2d_convolution_filters, 2, 3, 131072, layer_conv_6sep_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_conv_6sep_conv2d_convolution_requantize_data[] = { +0x13,0x53,0x0c,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_conv_6sep_conv2d_convolution_requantize, 4, 1, 4, layer_conv_6sep_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_conv_6sep_relu_prelu_slope_data[] = { 0x5d,0x7e,0x8f,0x3f,0xad,0x02,0x77,0x3f,0x0c,0xe9,0x5a,0x3f,0x01,0x52,0x85,0xbf,0x44,0x2f,0x9c,0x3f,0xee,0xd0,0x82,0xbe,0x9d,0x2a,0x8c,0x3f,0xb3,0x4a,0x76,0xbf, @@ -6006,20 +6142,36 @@ static const unsigned char layer_conv_6sep_relu_prelu_slope_data[] = { 0x88,0x65,0xa6,0xbf,0xdf,0xf4,0xff,0xba,0xae,0xee,0xce,0xbf,0x5b,0x3d,0x12,0xbf,0xd1,0x7a,0x61,0x3f,0x29,0x58,0x18,0xbf,0x7f,0x2f,0x61,0x3f,0x64,0x05,0x72,0xbf, 0x51,0x06,0x8d,0x3f,0xc1,0xb6,0x65,0x3f,0x45,0x9c,0x4d,0x3f,0xe6,0x47,0x79,0x3f,0x05,0x1a,0x87,0xbf,0xb8,0x54,0x2e,0xbf,0xcd,0x54,0x8a,0x3f,0xf2,0x8b,0x0d,0xbf, 0x1c,0x5c,0x8f,0xbf,0x27,0x5d,0x74,0xbe,0xeb,0x8c,0x77,0x3f,0x52,0xec,0xde,0xbd,0xe5,0x53,0x97,0xbf,0xfa,0xba,0x44,0xbf,0x1f,0x5d,0xb0,0xbf,0x35,0x0f,0x84,0x3f, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_conv_6sep_relu_prelu_slope, 2048, layer_conv_6sep_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_conv_6sep_relu_prelu_slope, 4, 1, 2048, layer_conv_6sep_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_dconv_23_conv_dw_conv2d_convolution_bias_data[] = { -0x4d,0x04,0x5c,0xfe,0x92,0x0e,0xb5,0x0d,0xfd,0xf1,0x59,0xff,0x52,0x11,0xa6,0xfd,0x77,0x0b,0x89,0xea,0x9b,0x04,0x07,0x1f,0xb9,0xf8,0x21,0x0b,0xfc,0x1a,0x5a,0x14, -0xd8,0x17,0x8c,0xfd,0x65,0xf5,0x55,0x13,0x4f,0xfe,0x50,0xf8,0xd1,0xeb,0x61,0x18,0x1f,0x11,0xb1,0x0a,0x67,0x0d,0xe3,0xfd,0x0b,0x01,0x4c,0x12,0xb6,0xff,0xc2,0x08, -0x4c,0x0f,0xa9,0x1b,0x05,0xff,0xe2,0x01,0xd7,0x0e,0x49,0xfe,0x25,0x18,0x90,0xf5,0x18,0x06,0xd0,0x0b,0xe8,0x0c,0x1e,0xf9,0xcb,0xe2,0x5a,0x0d,0xcb,0x06,0xf8,0xfb, -0x1b,0x14,0xd7,0x14,0x35,0x16,0x73,0x04,0xc3,0xfe,0xd7,0x11,0x42,0x08,0x55,0x0d,0xa1,0xff,0x04,0xff,0xd5,0xff,0xc9,0x03,0x70,0x0e,0xd0,0xfe,0x2d,0x14,0xe4,0xff, -0x84,0x11,0xe8,0x05,0x17,0x03,0x99,0x10,0x3e,0x15,0x73,0xff,0xe4,0x03,0x50,0x01,0x78,0x0c,0xd7,0x11,0x0c,0xf4,0x60,0xfa,0xec,0x15,0x9d,0x00,0x80,0x02,0x6b,0x12, -0x3b,0xfd,0x3f,0x14,0x35,0x18,0xee,0xfb,0x9c,0xfe,0xd1,0x04,0x7a,0xfe,0xbd,0x0f,0x19,0xff,0x80,0x0c,0x2f,0x0f,0xd6,0x03,0xc0,0x0b,0xc9,0x02,0x59,0xff,0x16,0x0d, -0x9a,0x16,0x29,0x03,0xe9,0xfe,0xcf,0x16,0xbf,0x0e,0x6e,0x06,0x5e,0xfd,0x23,0xff,0x5e,0x0f,0x30,0xf7,0xa1,0x02,0x43,0xf9,0x54,0x03,0xf8,0xfd,0xea,0xf2,0xc1,0x02, -0x38,0xfb,0x28,0xff,0xdd,0x03,0x23,0x00,0x82,0x10,0x54,0xfb,0xe2,0x12,0xbb,0x0d,0x94,0xfe,0x15,0x16,0x35,0x0e,0xac,0x00,0x2e,0x02,0x71,0xff,0x22,0x00,0xb7,0xfd, -}; -DEFINE_TENSOR(layer_dconv_23_conv_dw_conv2d_convolution_bias, 256, layer_dconv_23_conv_dw_conv2d_convolution_bias_data, 1.000000) +0x4d,0x04,0x00,0x00,0x5c,0xfe,0xff,0xff,0x92,0x0e,0x00,0x00,0xb5,0x0d,0x00,0x00,0xfd,0xf1,0xff,0xff,0x59,0xff,0xff,0xff,0x52,0x11,0x00,0x00,0xa6,0xfd,0xff,0xff, +0x77,0x0b,0x00,0x00,0x89,0xea,0xff,0xff,0x9b,0x04,0x00,0x00,0x07,0x1f,0x00,0x00,0xb9,0xf8,0xff,0xff,0x21,0x0b,0x00,0x00,0xfc,0x1a,0x00,0x00,0x5a,0x14,0x00,0x00, +0xd8,0x17,0x00,0x00,0x8c,0xfd,0xff,0xff,0x65,0xf5,0xff,0xff,0x55,0x13,0x00,0x00,0x4f,0xfe,0xff,0xff,0x50,0xf8,0xff,0xff,0xd1,0xeb,0xff,0xff,0x61,0x18,0x00,0x00, +0x1f,0x11,0x00,0x00,0xb1,0x0a,0x00,0x00,0x67,0x0d,0x00,0x00,0xe3,0xfd,0xff,0xff,0x0b,0x01,0x00,0x00,0x4c,0x12,0x00,0x00,0xb6,0xff,0xff,0xff,0xc2,0x08,0x00,0x00, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_dconv_23_conv_dw_conv2d_convolution_bias, 4, 4, 512, layer_dconv_23_conv_dw_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_dconv_23_conv_dw_conv2d_convolution_filters_data[] = { 0xeb,0x01,0x97,0x04,0xd2,0xfe,0x75,0x0a,0xe4,0x19,0x0f,0xfe,0x24,0x0f,0x40,0x1b,0xc8,0x03,0x6f,0xfb,0xff,0x16,0xbe,0x14,0x3e,0xdc,0xa7,0x10,0xe2,0x28,0x9b,0xd8, @@ -6094,8 +6246,18 @@ static const unsigned char layer_dconv_23_conv_dw_conv2d_convolution_filters_dat 0xab,0xf5,0xca,0xee,0x8b,0xf8,0xf9,0x17,0x13,0x14,0xe2,0xf4,0xdd,0x25,0xaa,0x02,0xea,0xe3,0xea,0x0e,0xec,0xee,0x03,0xef,0x54,0x08,0x9b,0x1b,0xd3,0x15,0x0f,0xfd, 0xf7,0x0c,0x46,0x11,0x58,0xf3,0x38,0xec,0x1e,0xf6,0x51,0x00,0x30,0x06,0x6b,0x05,0xb2,0x01,0xbc,0x09,0x2f,0x09,0xb1,0x01,0xf8,0x04,0x76,0x04,0x89,0x1a,0x66,0x17, 0x0d,0x09,0xae,0x28,0x90,0x01,0xa7,0xf2,0x78,0x02,0x73,0xd6,0xd1,0xe9,0x61,0xf5,0xfe,0xe2,0x98,0xd8,0xfc,0x06,0xff,0x06,0x4c,0x08,0x17,0x64,0xff,0x7f,0x2a,0x5b, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_dconv_23_conv_dw_conv2d_convolution_filters, 2304, layer_dconv_23_conv_dw_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_dconv_23_conv_dw_conv2d_convolution_filters, 2, 3, 2304, layer_dconv_23_conv_dw_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_dconv_23_conv_dw_conv2d_convolution_requantize_data[] = { +0x48,0x70,0x4f,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_dconv_23_conv_dw_conv2d_convolution_requantize, 4, 1, 4, layer_dconv_23_conv_dw_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_dconv_23_conv_dw_relu_prelu_slope_data[] = { 0x75,0xa9,0x0e,0x3f,0xe9,0x99,0x53,0x3f,0xb0,0x40,0x15,0x3f,0x91,0xde,0xbc,0x3d,0x1b,0xbb,0x64,0x3f,0x20,0x58,0xa1,0x3f,0x88,0x19,0x00,0x3f,0x6f,0x99,0x53,0x3f, @@ -6114,16 +6276,28 @@ static const unsigned char layer_dconv_23_conv_dw_relu_prelu_slope_data[] = { 0x66,0x90,0x25,0x3e,0x1c,0x7a,0xce,0x3f,0x44,0xc3,0x17,0xbd,0x98,0x7e,0xaf,0x3f,0x35,0xe8,0x46,0xbe,0x98,0x76,0x93,0x3e,0xa5,0xc3,0x3f,0x3f,0x6c,0x8e,0x99,0x3f, 0x32,0xf3,0x05,0x3f,0x1d,0xc6,0xeb,0x3b,0x32,0x2a,0x97,0x3f,0xb9,0xa5,0xd1,0xbe,0xf5,0xf1,0xf0,0x3e,0x1e,0xda,0x96,0x3f,0xdd,0xb1,0x83,0x3e,0x96,0xf6,0xb8,0x3f, 0xf4,0xd1,0x95,0x3f,0x58,0x56,0x74,0x3e,0x96,0x52,0xff,0x3e,0xe0,0x33,0x80,0x3f,0x8d,0xb9,0x80,0x3f,0x95,0xf6,0x92,0x3d,0x70,0xc2,0xf6,0x3e,0x7c,0x90,0xb1,0x3d, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_dconv_23_conv_dw_relu_prelu_slope, 512, layer_dconv_23_conv_dw_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_dconv_23_conv_dw_relu_prelu_slope, 4, 1, 512, layer_dconv_23_conv_dw_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_dconv_23_conv_proj_conv2d_convolution_bias_data[] = { -0x29,0x11,0xae,0xf7,0xb5,0x0d,0x24,0x03,0xb9,0x05,0xa0,0xfd,0x89,0xfd,0xa0,0xfe,0x63,0xfe,0x30,0xeb,0x86,0x21,0x03,0x09,0xb4,0x03,0xb9,0x0b,0x52,0x15,0x3a,0x15, -0x8f,0xfd,0x6a,0xf3,0xc0,0x0e,0x01,0x1a,0x48,0x07,0xa8,0x10,0x5a,0xf9,0xbe,0x05,0x35,0x04,0x09,0xf2,0xa1,0xfd,0x2c,0x16,0x03,0xff,0x74,0x0a,0x86,0xf5,0x82,0x06, -0x62,0x13,0xf8,0x0b,0xe9,0xfc,0x6e,0xfe,0xfe,0xe8,0x27,0xf5,0x2a,0x14,0xeb,0xf9,0x42,0xef,0xa3,0xf9,0x01,0xff,0xef,0xfa,0x62,0xf8,0x54,0x0d,0xd9,0x0d,0x38,0x08, -0x96,0xfd,0xff,0xf2,0x21,0x10,0x20,0xfb,0xe5,0xfd,0xeb,0x02,0xc9,0x06,0x10,0xfb,0x65,0xf3,0x5c,0x03,0x2f,0x0b,0x0b,0xe8,0xd0,0x0b,0x2f,0xfe,0x57,0xf3,0x66,0x00, +0x29,0x11,0x00,0x00,0xae,0xf7,0xff,0xff,0xb5,0x0d,0x00,0x00,0x24,0x03,0x00,0x00,0xb9,0x05,0x00,0x00,0xa0,0xfd,0xff,0xff,0x89,0xfd,0xff,0xff,0xa0,0xfe,0xff,0xff, +0x63,0xfe,0xff,0xff,0x30,0xeb,0xff,0xff,0x86,0x21,0x00,0x00,0x03,0x09,0x00,0x00,0xb4,0x03,0x00,0x00,0xb9,0x0b,0x00,0x00,0x52,0x15,0x00,0x00,0x3a,0x15,0x00,0x00, +0x8f,0xfd,0xff,0xff,0x6a,0xf3,0xff,0xff,0xc0,0x0e,0x00,0x00,0x01,0x1a,0x00,0x00,0x48,0x07,0x00,0x00,0xa8,0x10,0x00,0x00,0x5a,0xf9,0xff,0xff,0xbe,0x05,0x00,0x00, +0x35,0x04,0x00,0x00,0x09,0xf2,0xff,0xff,0xa1,0xfd,0xff,0xff,0x2c,0x16,0x00,0x00,0x03,0xff,0xff,0xff,0x74,0x0a,0x00,0x00,0x86,0xf5,0xff,0xff,0x82,0x06,0x00,0x00, +0x62,0x13,0x00,0x00,0xf8,0x0b,0x00,0x00,0xe9,0xfc,0xff,0xff,0x6e,0xfe,0xff,0xff,0xfe,0xe8,0xff,0xff,0x27,0xf5,0xff,0xff,0x2a,0x14,0x00,0x00,0xeb,0xf9,0xff,0xff, +0x42,0xef,0xff,0xff,0xa3,0xf9,0xff,0xff,0x01,0xff,0xff,0xff,0xef,0xfa,0xff,0xff,0x62,0xf8,0xff,0xff,0x54,0x0d,0x00,0x00,0xd9,0x0d,0x00,0x00,0x38,0x08,0x00,0x00, +0x96,0xfd,0xff,0xff,0xff,0xf2,0xff,0xff,0x21,0x10,0x00,0x00,0x20,0xfb,0xff,0xff,0xe5,0xfd,0xff,0xff,0xeb,0x02,0x00,0x00,0xc9,0x06,0x00,0x00,0x10,0xfb,0xff,0xff, +0x65,0xf3,0xff,0xff,0x5c,0x03,0x00,0x00,0x2f,0x0b,0x00,0x00,0x0b,0xe8,0xff,0xff,0xd0,0x0b,0x00,0x00,0x2f,0xfe,0xff,0xff,0x57,0xf3,0xff,0xff,0x66,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_dconv_23_conv_proj_conv2d_convolution_bias, 128, layer_dconv_23_conv_proj_conv2d_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_dconv_23_conv_proj_conv2d_convolution_bias, 4, 4, 256, layer_dconv_23_conv_proj_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_dconv_23_conv_proj_conv2d_convolution_filters_data[] = { 0xbc,0x23,0x04,0x04,0xc3,0xe6,0x95,0x1d,0x35,0xe5,0xa4,0xf4,0xa2,0xf3,0x29,0x13,0x09,0xf6,0x55,0x19,0xbc,0xf5,0x19,0xfa,0x27,0x15,0xa2,0xf0,0x23,0xfa,0x01,0x06, @@ -6638,20 +6812,42 @@ static const unsigned char layer_dconv_23_conv_proj_conv2d_convolution_filters_d 0x86,0xe5,0x80,0xec,0x7f,0x0c,0x89,0x0b,0x86,0xff,0xa0,0x25,0x05,0x16,0x0a,0x1b,0x38,0x15,0xe8,0xf4,0xf2,0x02,0xb8,0xed,0x0a,0xea,0x3a,0x10,0xbe,0xf7,0x83,0xd5, 0x8d,0xf4,0x77,0x05,0x02,0x14,0x36,0x32,0x5c,0x10,0xa2,0xcd,0x91,0xec,0x57,0x03,0x07,0xf4,0x82,0x04,0x00,0xfc,0xa5,0x18,0xbd,0x03,0x4c,0xea,0x29,0x08,0xc2,0xfc, 0xa3,0xd1,0xfe,0x02,0x7f,0xf3,0x87,0x0a,0x09,0xf0,0x31,0xd3,0xf7,0xf0,0x25,0xf4,0x57,0x0a,0x8e,0x1e,0xb2,0xf8,0x3f,0x07,0x4e,0x04,0xa7,0xec,0xb2,0x13,0x47,0x24, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_dconv_23_conv_proj_conv2d_convolution_filters, 16384, layer_dconv_23_conv_proj_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_dconv_23_conv_proj_conv2d_convolution_filters, 2, 3, 16384, layer_dconv_23_conv_proj_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_dconv_23_conv_proj_conv2d_convolution_requantize_data[] = { +0xea,0xdd,0x3a,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_dconv_23_conv_proj_conv2d_convolution_requantize, 4, 1, 4, layer_dconv_23_conv_proj_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_dconv_23_conv_sep_conv2d_convolution_bias_data[] = { -0x63,0xfd,0x0d,0xfe,0x3a,0x04,0x3d,0x05,0xd1,0x15,0x78,0x0b,0x62,0x0f,0xa8,0xff,0x3c,0x09,0xe7,0x0b,0xc2,0x0d,0x5a,0x01,0xed,0xf8,0x5d,0x0e,0x11,0x11,0x20,0x07, -0x58,0x06,0x69,0x08,0xf5,0x09,0xb2,0x05,0x40,0xef,0x4a,0x0e,0x31,0x04,0x1d,0x09,0xa3,0xf6,0x65,0x0a,0xc4,0x0a,0xfc,0x05,0xed,0x06,0xcd,0x04,0xd6,0xff,0x5a,0x0a, -0xc6,0xec,0x83,0x06,0x54,0x09,0x05,0x07,0x2f,0x09,0xa9,0x00,0x96,0x0c,0x1d,0x08,0xfa,0x0a,0x78,0x03,0x76,0x05,0x5f,0x04,0x90,0x11,0xf6,0x1a,0xae,0x02,0x4d,0x08, -0x91,0x05,0x1f,0x08,0x57,0x07,0x6e,0x09,0x41,0x02,0x9d,0x11,0x53,0xfa,0x24,0x02,0x34,0x09,0x5f,0x08,0x44,0x07,0xf7,0xf9,0x2e,0xfa,0x52,0xfb,0x53,0xf5,0x18,0x07, -0x36,0xf8,0x69,0x05,0xac,0xff,0x97,0x0f,0x53,0x14,0x35,0x0c,0x1b,0x04,0x2d,0xf4,0xa5,0xff,0x2e,0x09,0xd2,0xff,0x29,0x04,0xf7,0xff,0xd2,0xfb,0x26,0x01,0x2d,0x07, -0x84,0x08,0xac,0x04,0x8b,0x02,0x79,0x10,0xa4,0x10,0x10,0x09,0x4f,0xfa,0x25,0xf8,0xb5,0xf8,0x63,0x07,0x84,0xf4,0x40,0x09,0x24,0x05,0xaa,0x0d,0xab,0x09,0xe6,0x00, -0xbb,0x05,0xb6,0xfb,0xed,0xfb,0x96,0xff,0xf0,0xe7,0x14,0x09,0xae,0xf3,0xc7,0x0a,0x13,0x0f,0xd3,0x04,0x01,0xfb,0x02,0x00,0x31,0xfd,0x40,0xff,0x2a,0x10,0x5f,0x09, -0x4f,0xf8,0x3b,0xff,0x73,0x09,0xb8,0xfd,0x0a,0x05,0x11,0x0b,0x79,0x04,0x34,0x0a,0xbe,0xff,0xeb,0xfa,0xb4,0xf9,0x53,0x07,0xba,0x05,0xe9,0x04,0xff,0x03,0xc3,0xfe, -}; -DEFINE_TENSOR(layer_dconv_23_conv_sep_conv2d_convolution_bias, 256, layer_dconv_23_conv_sep_conv2d_convolution_bias_data, 1.000000) +0x63,0xfd,0xff,0xff,0x0d,0xfe,0xff,0xff,0x3a,0x04,0x00,0x00,0x3d,0x05,0x00,0x00,0xd1,0x15,0x00,0x00,0x78,0x0b,0x00,0x00,0x62,0x0f,0x00,0x00,0xa8,0xff,0xff,0xff, +0x3c,0x09,0x00,0x00,0xe7,0x0b,0x00,0x00,0xc2,0x0d,0x00,0x00,0x5a,0x01,0x00,0x00,0xed,0xf8,0xff,0xff,0x5d,0x0e,0x00,0x00,0x11,0x11,0x00,0x00,0x20,0x07,0x00,0x00, +0x58,0x06,0x00,0x00,0x69,0x08,0x00,0x00,0xf5,0x09,0x00,0x00,0xb2,0x05,0x00,0x00,0x40,0xef,0xff,0xff,0x4a,0x0e,0x00,0x00,0x31,0x04,0x00,0x00,0x1d,0x09,0x00,0x00, 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+0xbe,0xff,0xff,0xff,0xeb,0xfa,0xff,0xff,0xb4,0xf9,0xff,0xff,0x53,0x07,0x00,0x00,0xba,0x05,0x00,0x00,0xe9,0x04,0x00,0x00,0xff,0x03,0x00,0x00,0xc3,0xfe,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_dconv_23_conv_sep_conv2d_convolution_bias, 4, 4, 512, layer_dconv_23_conv_sep_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_dconv_23_conv_sep_conv2d_convolution_filters_data[] = { 0xe0,0x01,0x45,0x04,0x27,0x03,0xc3,0xfb,0x10,0xfc,0x5e,0x04,0x9b,0x02,0x92,0xff,0x19,0xf1,0x04,0x07,0x22,0x04,0xde,0x04,0xed,0xff,0x01,0xfb,0xaa,0x19,0x25,0xfa, @@ -7166,8 +7362,18 @@ static const unsigned char layer_dconv_23_conv_sep_conv2d_convolution_filters_da 0x93,0x01,0x8a,0xfe,0x3a,0xfc,0xf5,0x08,0x40,0x02,0x7b,0x01,0x7e,0xff,0xc6,0x03,0x55,0xf5,0x27,0x04,0x60,0xfe,0x7b,0x09,0xda,0x00,0xde,0xf8,0x82,0x09,0xe6,0x00, 0x06,0xfd,0x75,0x01,0x6a,0xfe,0x9f,0xe8,0x91,0xfd,0x4a,0xfe,0xe5,0xff,0x3b,0xfd,0x47,0x00,0x40,0xfd,0xc6,0xff,0xef,0xfa,0x55,0x02,0x9c,0x00,0xa6,0x00,0x6c,0x01, 0x21,0x02,0x15,0xef,0x39,0xfe,0x44,0xf2,0xe6,0x02,0x53,0xff,0x0f,0x07,0x73,0xfd,0x93,0x02,0x77,0x05,0x4f,0xff,0xb7,0xff,0x08,0x04,0x52,0x00,0x2f,0x00,0x6e,0xfb, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_dconv_23_conv_sep_conv2d_convolution_filters, 16384, layer_dconv_23_conv_sep_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_dconv_23_conv_sep_conv2d_convolution_filters, 2, 3, 16384, layer_dconv_23_conv_sep_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_dconv_23_conv_sep_conv2d_convolution_requantize_data[] = { +0x85,0x99,0xe4,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_dconv_23_conv_sep_conv2d_convolution_requantize, 4, 1, 4, layer_dconv_23_conv_sep_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_dconv_23_conv_sep_relu_prelu_slope_data[] = { 0x7c,0x81,0x47,0x3f,0xfc,0xb1,0x9f,0x3d,0x32,0xcc,0xab,0xbf,0xe0,0x1d,0xa8,0x40,0xc0,0x41,0xae,0xbe,0xbe,0x15,0x84,0xbd,0x34,0xcd,0xc6,0xbf,0x50,0x96,0xb5,0xbf, @@ -7186,28 +7392,52 @@ static const unsigned char layer_dconv_23_conv_sep_relu_prelu_slope_data[] = { 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_dconv_23_conv_sep_relu_prelu_slope, 512, layer_dconv_23_conv_sep_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_dconv_23_conv_sep_relu_prelu_slope, 4, 1, 512, layer_dconv_23_conv_sep_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_dconv_34_conv_dw_conv2d_convolution_bias_data[] = { -0x8b,0x25,0x08,0xf7,0x61,0x02,0xbc,0x23,0x0c,0x20,0x0c,0x18,0x0e,0x19,0xac,0x23,0x83,0xf6,0x9e,0xeb,0x9d,0xfc,0x67,0xfd,0x97,0xea,0x93,0x04,0x5e,0xff,0x12,0xf2, -0x32,0x12,0xd2,0x21,0x00,0x05,0x80,0xf5,0x53,0x1c,0xaf,0x0f,0x59,0xec,0x6b,0xeb,0xdb,0xfb,0x42,0xfa,0x41,0xe4,0xc2,0xfa,0x3b,0xf7,0x20,0xfc,0xe2,0x25,0x5c,0xfc, -0x5e,0x32,0xc5,0xef,0x35,0xf3,0x8c,0x20,0x0b,0x20,0x24,0xed,0xbc,0xf0,0x4c,0x3a,0xd0,0x01,0xc8,0x11,0x05,0x19,0xf3,0x23,0x81,0xf2,0x7c,0xe9,0xb0,0xf4,0x68,0xe7, 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0xca,0xef,0x9e,0xf7,0x85,0xfa,0xef,0xf5,0xbf,0xfa,0xad,0xfa,0xf7,0xf8,0x03,0xff,0xa5,0xe9,0x36,0xde,0x6b,0xf6,0x52,0xeb,0x2b,0xdf,0xf3,0xed,0x0b,0xd8,0xae,0x02, 0x4b,0x28,0xc5,0xbc,0xac,0x09,0xd1,0x3f,0x94,0xd3,0xcb,0x01,0x48,0x30,0x00,0x0a,0x0f,0x10,0x59,0x0a,0xdb,0x12,0x06,0x1b,0x08,0x11,0x79,0x0c,0xc2,0x11,0xff,0x0a, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_dconv_34_conv_dw_conv2d_convolution_filters, 4608, layer_dconv_34_conv_dw_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_dconv_34_conv_dw_conv2d_convolution_filters, 2, 3, 4608, layer_dconv_34_conv_dw_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_dconv_34_conv_dw_conv2d_convolution_requantize_data[] = { +0x90,0x3b,0x96,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_dconv_34_conv_dw_conv2d_convolution_requantize, 4, 1, 4, layer_dconv_34_conv_dw_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_dconv_34_conv_dw_relu_prelu_slope_data[] = { 0xc4,0x63,0x7a,0x3f,0x4f,0x54,0xd1,0x3e,0x7f,0xc7,0xa0,0x3d,0x3c,0xb6,0x7d,0x3f,0xac,0x3f,0x71,0x3f,0x71,0xb6,0xad,0x3f,0x68,0x82,0x75,0x3f,0x80,0x90,0xad,0x3f, @@ -7390,20 +7630,36 @@ static const unsigned char layer_dconv_34_conv_dw_relu_prelu_slope_data[] = { 0x2a,0x97,0xec,0x3b,0xd1,0x7e,0x46,0x3f,0xaf,0x43,0x24,0x3e,0x46,0x23,0x5b,0x3c,0x2c,0x50,0x3d,0x3f,0xaf,0x56,0x17,0x3f,0x03,0x5c,0x9d,0x3f,0x9f,0xd9,0x80,0x3f, 0x73,0x64,0x2a,0x3f,0xba,0x17,0x0a,0x3e,0x4d,0xf1,0x86,0x3e,0xbf,0x25,0x24,0x3f,0x2b,0xb3,0x54,0x3f,0x4a,0x1b,0x54,0x3f,0x29,0x42,0xd5,0x3e,0x8e,0xb8,0xa5,0x3d, 0x70,0x12,0x99,0x3f,0x2e,0x0d,0xce,0x3e,0x3f,0x87,0x89,0x3f,0x7d,0xd9,0x79,0x3f,0x04,0x1c,0xb2,0x3f,0x4a,0xea,0x70,0x3f,0x5b,0x1e,0x60,0xbf,0xcd,0x44,0xcf,0x3e, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_dconv_34_conv_proj_conv2d_convolution_bias, 4, 4, 512, layer_dconv_34_conv_proj_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_dconv_34_conv_proj_conv2d_convolution_filters_data[] = { 0xa2,0x08,0x37,0x09,0xba,0x06,0xd5,0xf8,0x8a,0x0f,0xaa,0xf7,0x2e,0xf1,0x03,0xfe,0x55,0x07,0x46,0xd5,0x78,0x17,0x6f,0x08,0x05,0xf5,0x25,0xf0,0x26,0x08,0x33,0x01, @@ -9454,28 +9710,58 @@ static const unsigned char layer_dconv_34_conv_proj_conv2d_convolution_filters_d 0x78,0xe4,0xf3,0xf0,0x57,0x01,0x66,0xf9,0x9d,0xf4,0x4b,0xe0,0xce,0xf3,0xcb,0x38,0xde,0xdd,0xe5,0xff,0xcf,0x0f,0x7e,0x10,0x82,0x11,0x41,0xf5,0x1a,0x10,0x70,0x27, 0x6e,0xf5,0xb9,0x1a,0x5a,0xf6,0xed,0x18,0x5f,0x23,0x0b,0xd9,0x03,0xe9,0xce,0x34,0x05,0x02,0x07,0x34,0x84,0xf7,0xf2,0x26,0xc1,0xf2,0x61,0x01,0xec,0xf2,0x4f,0x30, 0x50,0xe3,0xe4,0x2e,0xa2,0x17,0xad,0x03,0xea,0x08,0x26,0x04,0x6c,0xf3,0x72,0x19,0x34,0x2f,0x87,0x10,0xb8,0xf1,0x56,0x11,0x8b,0x23,0xba,0xef,0x82,0x12,0x99,0xef, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_dconv_34_conv_proj_conv2d_convolution_filters, 65536, layer_dconv_34_conv_proj_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_dconv_34_conv_proj_conv2d_convolution_filters, 2, 3, 65536, layer_dconv_34_conv_proj_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_dconv_34_conv_proj_conv2d_convolution_requantize_data[] = { +0xec,0xcc,0x06,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, 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-0xd4,0xfd,0x65,0xf7,0x18,0x00,0x34,0xfc,0xfe,0x07,0x05,0xfe,0x4b,0xf4,0x88,0xf6,0x95,0xf6,0x55,0xfe,0xaf,0xf6,0xea,0xf5,0xcc,0xfc,0x01,0xf2,0x3e,0x03,0x03,0x03, -0x74,0x07,0xc0,0xf4,0x78,0xf2,0x09,0xf7,0x48,0x01,0x85,0xf6,0xed,0xf2,0xda,0xf7,0x7a,0xfd,0xa9,0xf1,0xbc,0x03,0x83,0xf1,0x9d,0x01,0xed,0x00,0xcd,0xf6,0xd5,0xf2, -}; -DEFINE_TENSOR(layer_dconv_34_conv_sep_conv2d_convolution_bias, 512, layer_dconv_34_conv_sep_conv2d_convolution_bias_data, 1.000000) +0x1c,0x00,0x00,0x00,0xa9,0xf6,0xff,0xff,0xd6,0xf6,0xff,0xff,0x0f,0xf2,0xff,0xff,0x6b,0x00,0x00,0x00,0x39,0xf4,0xff,0xff,0x2d,0xff,0xff,0xff,0x27,0x06,0x00,0x00, +0x55,0x01,0x00,0x00,0xc5,0xf4,0xff,0xff,0xb0,0xf8,0xff,0xff,0x2e,0x02,0x00,0x00,0x1e,0xfb,0xff,0xff,0x83,0xfb,0xff,0xff,0x10,0xf3,0xff,0xff,0x48,0xf6,0xff,0xff, +0xd2,0xfa,0xff,0xff,0x16,0x02,0x00,0x00,0x02,0xf4,0xff,0xff,0x45,0xf7,0xff,0xff,0x8d,0x00,0x00,0x00,0x6e,0x01,0x00,0x00,0x92,0xf9,0xff,0xff,0xf6,0xf0,0xff,0xff, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_dconv_34_conv_sep_conv2d_convolution_bias, 4, 4, 1024, layer_dconv_34_conv_sep_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_dconv_34_conv_sep_conv2d_convolution_filters_data[] = { 0x71,0x17,0x24,0xf7,0x3b,0xce,0x7a,0xf8,0xa1,0x1a,0x6a,0x03,0x28,0x1c,0x89,0x1c,0x40,0x09,0xc5,0x03,0x72,0xea,0x62,0x03,0x74,0x1d,0x4c,0x01,0xc8,0xf4,0x9b,0x05, @@ -10502,8 +10788,18 @@ static const unsigned char layer_dconv_34_conv_sep_conv2d_convolution_filters_da 0x21,0xf4,0xd7,0x04,0x9a,0xfc,0xe9,0xfb,0xda,0xef,0x07,0x04,0x09,0x05,0xd7,0x01,0xb4,0xf8,0x38,0x01,0x30,0x0a,0xe1,0xdf,0xb6,0xfc,0xb6,0x00,0xce,0xee,0x2e,0xfd, 0xe1,0xec,0x41,0x02,0xa4,0xd6,0x0e,0x1d,0x8b,0x1c,0x16,0x09,0x72,0x07,0x6b,0x02,0x98,0xeb,0x22,0x21,0xd9,0x0b,0x47,0xfb,0x13,0x16,0x10,0x03,0xdd,0xd1,0x79,0x09, 0xf7,0xfb,0x07,0x11,0x1c,0xf4,0xfd,0xfe,0xbb,0xe6,0x94,0x03,0xd7,0x12,0xdf,0x06,0x2d,0xed,0x4a,0x1a,0x70,0xfa,0xb4,0x22,0xf5,0xfd,0x88,0xf6,0x5d,0xf3,0xd4,0x07, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_dconv_34_conv_sep_conv2d_convolution_filters, 32768, layer_dconv_34_conv_sep_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_dconv_34_conv_sep_conv2d_convolution_filters, 2, 3, 32768, layer_dconv_34_conv_sep_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_dconv_34_conv_sep_conv2d_convolution_requantize_data[] = { +0xbe,0xe8,0xc0,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_dconv_34_conv_sep_conv2d_convolution_requantize, 4, 1, 4, layer_dconv_34_conv_sep_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_dconv_34_conv_sep_relu_prelu_slope_data[] = { 0xf8,0xf7,0x97,0xbd,0x30,0xb1,0xc9,0xbe,0xcf,0x4f,0x42,0x3d,0x1b,0xf9,0xae,0xbe,0xa1,0xed,0x97,0xbe,0x55,0xf4,0xa1,0xbe,0x45,0x9f,0x90,0x3e,0x02,0x22,0x73,0xbf, @@ -10538,44 +10834,84 @@ static const unsigned char layer_dconv_34_conv_sep_relu_prelu_slope_data[] = { 0x05,0xf7,0x04,0xbc,0x23,0x2c,0x11,0xbf,0x13,0xe4,0xb9,0xbe,0xb1,0x7e,0x65,0x3d,0x9a,0xbe,0x21,0xbf,0xa5,0x36,0x35,0xbf,0xab,0x0a,0xfa,0x3e,0xd1,0x9c,0xc5,0x3f, 0xee,0x14,0xab,0xbf,0x20,0xbb,0xc8,0xbe,0x7d,0x4e,0x11,0xbe,0x38,0x1e,0xda,0xbe,0x0a,0xf0,0x11,0xbf,0xb4,0x69,0x8a,0xbf,0x5b,0xf4,0x16,0xbd,0x42,0xf5,0x30,0x3d, 0x38,0x30,0xfd,0x3e,0xf3,0xe8,0x65,0xbe,0xdb,0x62,0x5d,0x3f,0x30,0x19,0xa3,0xbd,0xc3,0x48,0x8e,0xbf,0x9d,0xa4,0x88,0x3f,0xaa,0x87,0x9f,0x3e,0x08,0x3b,0xea,0xbe, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_dconv_34_conv_sep_relu_prelu_slope, 1024, layer_dconv_34_conv_sep_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_dconv_34_conv_sep_relu_prelu_slope, 4, 1, 1024, layer_dconv_34_conv_sep_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_dconv_45_conv_dw_conv2d_convolution_bias_data[] = { 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+0x6a,0xe5,0xff,0xff,0x93,0xef,0xff,0xff,0xf2,0xfd,0xff,0xff,0x0f,0xe8,0xff,0xff,0xcb,0xe9,0xff,0xff,0x8e,0xec,0xff,0xff,0x33,0xed,0xff,0xff,0x0e,0xe3,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_dconv_45_conv_dw_conv2d_convolution_bias, 4, 4, 2048, layer_dconv_45_conv_dw_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_dconv_45_conv_dw_conv2d_convolution_filters_data[] = { 0x84,0x0f,0x11,0x04,0x7c,0x0c,0xb3,0x17,0x05,0x2d,0x87,0x17,0x8b,0x0e,0xad,0x2b,0xdc,0x0f,0x10,0x03,0xcf,0x06,0xc9,0x02,0x11,0x0e,0x36,0x16,0xd5,0x0d,0x4e,0x0b, @@ -10866,8 +11202,18 @@ static const unsigned char layer_dconv_45_conv_dw_conv2d_convolution_filters_dat 0x16,0xf5,0xe3,0xf5,0xc0,0xf2,0xb1,0xff,0xbf,0x0a,0x07,0xff,0x20,0x0d,0x4d,0x1e,0xe6,0x0c,0x88,0x15,0x7e,0x1d,0xea,0x14,0x60,0xf3,0x6c,0xf5,0xe3,0xf1,0xcf,0xee, 0x94,0xe0,0x1d,0xeb,0xf2,0xdc,0x4d,0xe6,0x62,0xde,0x17,0x12,0x8b,0x1f,0x1d,0x13,0x3c,0x10,0x27,0x16,0xfb,0x10,0xd2,0x02,0x08,0xfe,0x72,0x04,0x18,0xfa,0x4e,0xfc, 0xd0,0xf8,0x5f,0x07,0x6e,0x02,0x00,0x08,0x73,0x24,0x1a,0x16,0xf8,0x24,0x92,0xe0,0xfd,0xd7,0x43,0xde,0x71,0xef,0x0d,0xdc,0x61,0xef,0x7b,0xe9,0x58,0xf7,0x74,0xe8, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_dconv_45_conv_dw_conv2d_convolution_filters, 9216, layer_dconv_45_conv_dw_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_dconv_45_conv_dw_conv2d_convolution_filters, 2, 3, 9216, layer_dconv_45_conv_dw_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_dconv_45_conv_dw_conv2d_convolution_requantize_data[] = { +0xa0,0x20,0x85,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_dconv_45_conv_dw_conv2d_convolution_requantize, 4, 1, 4, layer_dconv_45_conv_dw_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_dconv_45_conv_dw_relu_prelu_slope_data[] = { 0xe1,0xf4,0xa5,0x3e,0x95,0xfd,0xa0,0x3e,0x19,0xac,0xac,0x3f,0xb6,0x18,0x2a,0x3f,0xb1,0x63,0x89,0x3e,0x43,0xf2,0x9c,0x3d,0xc8,0xf1,0x99,0x3f,0xdd,0x34,0x5a,0x3f, @@ -10934,20 +11280,36 @@ static const unsigned char layer_dconv_45_conv_dw_relu_prelu_slope_data[] = { 0x1c,0xf2,0x18,0x3f,0xbf,0x90,0xa0,0x3d,0xe7,0xc3,0x58,0xbe,0x2f,0x90,0x83,0x3f,0x7c,0x55,0x87,0x3e,0x48,0x97,0x7d,0x3d,0x2c,0xc7,0xe3,0x3e,0x71,0xd1,0x23,0x3f, 0x39,0x0d,0xcc,0xbe,0x7b,0xa6,0x43,0xbe,0x96,0x35,0x02,0x3f,0xd1,0x20,0x85,0x3e,0xe3,0xf0,0xee,0x3d,0xe5,0xeb,0xbe,0xbd,0x98,0x1c,0x28,0x3f,0xe4,0x1a,0x60,0x3e, 0x0b,0x7f,0x12,0x3f,0x24,0x34,0x81,0x3e,0x9a,0x83,0x41,0x3f,0x05,0xe8,0x0f,0x3f,0x40,0xf2,0x62,0xbf,0x2b,0xc5,0x24,0x3f,0x3c,0xfe,0x29,0x3f,0xfa,0x98,0x6d,0xbf, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_dconv_45_conv_dw_relu_prelu_slope, 2048, layer_dconv_45_conv_dw_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_dconv_45_conv_dw_relu_prelu_slope, 4, 1, 2048, layer_dconv_45_conv_dw_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_dconv_45_conv_proj_conv2d_convolution_bias_data[] = { -0x65,0x12,0xa2,0x22,0xda,0xf3,0xfb,0x0e,0x7e,0xf3,0x5d,0xfd,0xb0,0xe5,0xfc,0xf9,0x2e,0xfa,0xcd,0xf3,0x3e,0xf3,0xfd,0xfa,0xa6,0xf7,0x68,0x06,0x2a,0xec,0x9b,0x01, -0xad,0x06,0x74,0x0b,0x98,0xfb,0x75,0xf7,0xce,0xf6,0xd7,0xf9,0x6f,0xf5,0x08,0xf4,0x30,0x1b,0x65,0xfd,0xfc,0xfc,0x94,0x03,0xed,0x05,0x15,0x0e,0xb1,0xfc,0x8c,0x16, -0x22,0xf3,0xa1,0x12,0x50,0x1d,0x9b,0xfd,0x54,0x10,0xa5,0xf6,0xad,0xfc,0x07,0xf2,0xd1,0xe5,0x5a,0x10,0xcf,0x00,0x7c,0xfa,0x1d,0xfd,0x26,0x06,0x13,0xf2,0xf8,0xf2, -0x37,0x08,0x0f,0x03,0xeb,0xf1,0xe8,0x04,0x7e,0x08,0xdb,0xe9,0xb2,0x16,0x67,0x11,0x1c,0x12,0x95,0x07,0x47,0x03,0xf8,0x18,0x5a,0x0a,0x7e,0x04,0x3f,0xeb,0x08,0xef, -0xe3,0x0c,0xd3,0xfc,0xbf,0xde,0xed,0xdf,0x89,0xf5,0x9b,0xfd,0x8d,0x0a,0x9b,0x12,0xc0,0xfd,0x84,0x09,0xf2,0x0f,0x5c,0x0a,0x8c,0xfd,0x84,0x0a,0xe6,0xff,0xde,0x02, -0x7e,0xf3,0x10,0xf2,0x2a,0xed,0x0f,0xfc,0x4c,0xfe,0x71,0xed,0xd4,0x00,0x4f,0x00,0xdf,0xfc,0xf3,0xf0,0xfe,0x04,0x9c,0xfc,0x57,0xf3,0xb8,0x09,0x4c,0xe6,0xdc,0xee, -0x36,0xfd,0xc6,0xf8,0x97,0x00,0xb9,0x05,0xaa,0xe5,0x70,0x08,0x4b,0xf6,0x8f,0xff,0x9c,0x05,0xa4,0xfe,0x3c,0xec,0x7d,0xfe,0xc8,0x07,0x8f,0x0c,0x97,0xff,0x52,0x15, -0x26,0xf9,0xf2,0x04,0xa6,0x06,0x6f,0x00,0x18,0x0c,0x13,0x05,0x6b,0x12,0x87,0xf3,0x71,0x0a,0x1d,0xe4,0x51,0x0c,0x0e,0xfb,0xea,0xec,0x02,0xfa,0xf0,0x0b,0xe7,0xfa, -}; -DEFINE_TENSOR(layer_dconv_45_conv_proj_conv2d_convolution_bias, 256, layer_dconv_45_conv_proj_conv2d_convolution_bias_data, 1.000000) 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_dconv_45_conv_proj_conv2d_convolution_bias, 4, 4, 512, layer_dconv_45_conv_proj_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_dconv_45_conv_proj_conv2d_convolution_filters_data[] = { 0xe5,0x05,0x59,0xfa,0x81,0xe8,0x29,0xc4,0x72,0xfb,0xa5,0xfc,0xac,0xfd,0xc2,0xd7,0xdc,0xe1,0x7c,0x1f,0xa5,0xf6,0x61,0xf3,0x98,0x17,0x54,0x1b,0x16,0xea,0x82,0xe1, @@ -15046,44 +15408,90 @@ static const unsigned char layer_dconv_45_conv_proj_conv2d_convolution_filters_d 0x62,0x16,0xa4,0xfa,0xf5,0x00,0xb2,0x00,0xcb,0x01,0x0c,0x0e,0xae,0xfe,0x4a,0x0c,0x28,0xf1,0x5f,0xef,0x7d,0x05,0xc3,0x16,0x56,0xf7,0x20,0x1a,0x69,0xf7,0x37,0xd9, 0xfa,0x1c,0xa4,0xfd,0xe9,0xee,0x97,0x33,0x3d,0xe6,0x1f,0xdc,0x3f,0xf7,0xbc,0xe5,0xe7,0xe0,0xe7,0xce,0x51,0xfc,0xe9,0x0a,0x88,0x07,0xe4,0x05,0x7b,0xef,0xf4,0x2d, 0x7d,0xf4,0x9e,0xef,0x65,0x01,0x55,0x15,0x40,0x2c,0xb1,0xde,0x7e,0xf5,0x0e,0xf4,0x7d,0x14,0x69,0xcf,0xcd,0x02,0x00,0x08,0x42,0xf1,0x0b,0xe2,0x26,0x0b,0x93,0xe1, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_dconv_45_conv_proj_conv2d_convolution_filters, 131072, layer_dconv_45_conv_proj_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_dconv_45_conv_proj_conv2d_convolution_filters, 2, 3, 131072, layer_dconv_45_conv_proj_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_dconv_45_conv_proj_conv2d_convolution_requantize_data[] = { +0xb7,0x46,0x1e,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_dconv_45_conv_proj_conv2d_convolution_requantize, 4, 1, 4, layer_dconv_45_conv_proj_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_dconv_45_conv_sep_conv2d_convolution_bias_data[] = { -0x7f,0xef,0x6d,0xe9,0xd9,0xef,0x18,0xf2,0x9d,0xe1,0x36,0xfd,0x40,0x0e,0x91,0xf9,0x0e,0xf4,0x55,0xef,0x29,0xfe,0x42,0xee,0x91,0xf1,0x98,0xfa,0xcb,0xeb,0x14,0xe3, -0x1d,0xf9,0xd3,0xec,0x43,0xe1,0xd5,0xf2,0x35,0xed,0x05,0xf1,0x72,0x06,0x99,0x01,0x2b,0xf6,0xad,0xf2,0x8a,0xee,0x2d,0xf0,0x33,0xee,0xf4,0xf2,0xc3,0x10,0x01,0xe7, -0xab,0xea,0x5f,0xed,0xf5,0xe3,0x32,0xf0,0xc2,0xea,0xb2,0xf1,0x80,0xde,0x2a,0xef,0x30,0xef,0xc2,0xf6,0xac,0xf2,0xb5,0xf3,0xd1,0xf7,0x8a,0xf1,0x5e,0x09,0x6c,0x06, -0xeb,0xe6,0x21,0x15,0xd9,0xf6,0xe6,0xe9,0xa9,0xf1,0xa3,0x0f,0x7c,0x17,0x6a,0xe8,0x39,0x09,0x6e,0xf3,0xe3,0xe4,0xc8,0x03,0xfc,0xee,0x75,0xf7,0xf8,0xee,0xc5,0xf2, 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+0x3b,0xed,0xff,0xff,0x9a,0xe6,0xff,0xff,0x08,0xf7,0xff,0xff,0xc4,0xff,0xff,0xff,0x98,0xee,0xff,0xff,0xe5,0xef,0xff,0xff,0x0f,0xf1,0xff,0xff,0x29,0xe7,0xff,0xff, +0x63,0xf5,0xff,0xff,0xe3,0xf9,0xff,0xff,0x5c,0xed,0xff,0xff,0xb0,0xe8,0xff,0xff,0x9c,0xe9,0xff,0xff,0x72,0xea,0xff,0xff,0x10,0xf5,0xff,0xff,0x05,0xee,0xff,0xff, +0x34,0xef,0xff,0xff,0xca,0xf5,0xff,0xff,0xfb,0xef,0xff,0xff,0x35,0xf1,0xff,0xff,0x40,0xf1,0xff,0xff,0x10,0xef,0xff,0xff,0x16,0xf4,0xff,0xff,0x39,0xf1,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_dconv_45_conv_sep_conv2d_convolution_bias, 4, 4, 2048, layer_dconv_45_conv_sep_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_dconv_45_conv_sep_conv2d_convolution_filters_data[] = { 0xfe,0x02,0x0b,0xfa,0x9a,0x03,0x94,0x0a,0xc1,0xf8,0xc8,0xe3,0x3d,0x13,0xe3,0xe6,0x6e,0xe8,0xa4,0xe2,0x75,0xf9,0x6c,0xf2,0x54,0xd6,0x81,0xfa,0x11,0xf4,0xa3,0x04, @@ -19182,8 +19590,18 @@ static const unsigned char layer_dconv_45_conv_sep_conv2d_convolution_filters_da 0x74,0xf8,0x5a,0x0b,0x8d,0xf3,0x80,0xfd,0x55,0x29,0x15,0xf0,0x44,0xfc,0xbb,0xef,0x30,0xfc,0x02,0xf9,0x4b,0xe6,0x65,0x00,0x11,0x0e,0xd3,0x1b,0x2b,0x01,0x36,0xf6, 0x6a,0x0c,0xd7,0x0c,0xe0,0xf8,0x6c,0xf5,0xd3,0x05,0xb2,0x03,0x40,0xf9,0xde,0xfb,0x3d,0x0e,0xb3,0x10,0x91,0x04,0xb6,0x0b,0xd9,0xff,0x1e,0xf7,0xf7,0x04,0x1e,0xfd, 0x73,0x10,0x5c,0xf9,0x89,0xf4,0xcf,0x01,0x27,0xf4,0x2d,0xff,0x7c,0xff,0xf5,0xf9,0x43,0x12,0xb4,0x0e,0x33,0xf9,0x62,0xf8,0xf9,0x06,0xed,0xff,0x93,0xeb,0xfa,0xea, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_dconv_45_conv_sep_conv2d_convolution_filters, 131072, layer_dconv_45_conv_sep_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_dconv_45_conv_sep_conv2d_convolution_filters, 2, 3, 131072, layer_dconv_45_conv_sep_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_dconv_45_conv_sep_conv2d_convolution_requantize_data[] = { +0x81,0xb3,0x58,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_dconv_45_conv_sep_conv2d_convolution_requantize, 4, 1, 4, layer_dconv_45_conv_sep_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_dconv_45_conv_sep_relu_prelu_slope_data[] = { 0x16,0x18,0xb9,0x3e,0x34,0xad,0xe0,0xbe,0x18,0x61,0x0d,0xbe,0x63,0xee,0xa2,0xbd,0x92,0xcb,0xcc,0x3d,0xb2,0x3f,0xd5,0x3e,0x9d,0xd8,0x2d,0xbf,0x39,0xe1,0x28,0x3e, @@ -19250,20 +19668,36 @@ static const unsigned char layer_dconv_45_conv_sep_relu_prelu_slope_data[] = { 0x16,0x89,0x0f,0xbe,0xe9,0x50,0x38,0xbe,0xd3,0xa9,0x03,0x3e,0x53,0x1e,0xb6,0xbd,0xb9,0x45,0xed,0x3d,0x20,0x5d,0xbd,0x3c,0xba,0x3a,0x95,0xbe,0x20,0xbe,0x48,0xbd, 0x81,0x90,0x97,0x3e,0x05,0xc8,0xce,0x3d,0xee,0x3c,0xca,0xbe,0xa6,0x01,0x92,0x3d,0x7e,0x0f,0x1b,0xbe,0x7c,0xf2,0xc2,0x3d,0xd9,0x1a,0x38,0xbe,0xca,0x62,0xaa,0xbe, 0x4d,0xf0,0x09,0xbe,0x15,0x1e,0xf4,0xbe,0xf0,0x92,0xbc,0xbd,0x70,0x47,0x33,0xbe,0x34,0x9f,0x17,0x3f,0x2a,0xd9,0x24,0xbe,0xee,0x2b,0x63,0xbe,0xcd,0x74,0x11,0x3f, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_dconv_45_conv_sep_relu_prelu_slope, 2048, layer_dconv_45_conv_sep_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_dconv_45_conv_sep_relu_prelu_slope, 4, 1, 2048, layer_dconv_45_conv_sep_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_pre_fc1_inner_product_bias_data[] = { -0x74,0x00,0x29,0x00,0xd9,0xfe,0xa2,0xff,0x97,0x00,0x28,0x00,0x7a,0x00,0x98,0x00,0xdd,0xff,0xb8,0xfe,0x1b,0xff,0x84,0xff,0xe4,0xff,0x4b,0xff,0xdf,0xfe,0xd0,0x00, -0x1d,0x00,0x34,0xff,0xe8,0xff,0x29,0xff,0x89,0xff,0xb1,0xff,0xb6,0xff,0x33,0x00,0x75,0x00,0x3e,0x00,0x33,0x00,0x00,0x00,0xf7,0xff,0xd1,0xff,0xf9,0xfe,0x43,0x00, -0x2e,0x01,0x31,0x00,0x06,0x00,0xcb,0xff,0x2f,0x00,0xe1,0xfe,0x4a,0x00,0x51,0xff,0xa4,0xff,0x23,0xff,0xa8,0xff,0xf8,0xff,0xc7,0x00,0xec,0xff,0xdf,0xff,0x1d,0x00, -0xc7,0x00,0x20,0xff,0x8d,0x00,0xc8,0xff,0xf7,0xff,0x64,0x00,0xec,0xff,0x55,0x00,0x2f,0xff,0xb4,0xff,0x6b,0xff,0x65,0x00,0x7b,0x00,0x3a,0x00,0x47,0x00,0x05,0x00, -0x29,0x00,0x17,0x00,0x1c,0x00,0x0e,0x00,0xba,0xff,0xb4,0xfe,0x87,0xfe,0x28,0x00,0xa5,0x00,0x87,0xff,0x6b,0x00,0x2b,0x00,0xba,0xff,0x9c,0xff,0x1d,0xff,0x5a,0xff, -0xdb,0xff,0x4b,0xff,0xa0,0xff,0xc1,0xff,0x6a,0xff,0x42,0x01,0x33,0xff,0xb8,0xff,0xdc,0xff,0xb7,0xff,0x13,0xff,0x96,0x00,0x87,0xff,0xd5,0xff,0x2b,0xff,0x15,0xff, -0x1c,0xff,0x1c,0x00,0xf0,0xff,0x90,0x00,0x46,0x00,0xae,0x00,0x6d,0xff,0x30,0x00,0x12,0x00,0x79,0xff,0xa6,0x01,0xa8,0xff,0xa3,0x00,0x6d,0xfe,0xbf,0xff,0xfd,0xff, -0x7c,0xff,0x37,0x01,0x36,0x00,0xb2,0xff,0xa5,0xff,0xb1,0xff,0x9a,0xff,0x24,0x00,0x00,0x00,0xb2,0xff,0xc0,0x00,0x1b,0x00,0xd4,0x00,0xcd,0xff,0x39,0x00,0x76,0x00, -}; -DEFINE_TENSOR(layer_pre_fc1_inner_product_bias, 256, layer_pre_fc1_inner_product_bias_data, 1.000000) +0x74,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0xd9,0xfe,0xff,0xff,0xa2,0xff,0xff,0xff,0x97,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x7a,0x00,0x00,0x00,0x98,0x00,0x00,0x00, +0xdd,0xff,0xff,0xff,0xb8,0xfe,0xff,0xff,0x1b,0xff,0xff,0xff,0x84,0xff,0xff,0xff,0xe4,0xff,0xff,0xff,0x4b,0xff,0xff,0xff,0xdf,0xfe,0xff,0xff,0xd0,0x00,0x00,0x00, +0x1d,0x00,0x00,0x00,0x34,0xff,0xff,0xff,0xe8,0xff,0xff,0xff,0x29,0xff,0xff,0xff,0x89,0xff,0xff,0xff,0xb1,0xff,0xff,0xff,0xb6,0xff,0xff,0xff,0x33,0x00,0x00,0x00, +0x75,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x33,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0xf7,0xff,0xff,0xff,0xd1,0xff,0xff,0xff,0xf9,0xfe,0xff,0xff,0x43,0x00,0x00,0x00, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_pre_fc1_inner_product_bias, 4, 4, 512, layer_pre_fc1_inner_product_bias_data) __attribute__((aligned(4))) static const unsigned char layer_pre_fc1_inner_product_filters_data[] = { 0x0f,0xdb,0x4b,0x2c,0x82,0xdd,0xb5,0x10,0xab,0xda,0xd8,0x16,0x93,0xf0,0x8e,0xd2,0x0d,0x43,0x25,0x1c,0x9e,0x12,0xb3,0x2d,0x02,0x22,0x45,0x23,0x04,0xf9,0xf7,0xe6, @@ -23362,20 +23796,42 @@ static const unsigned char layer_pre_fc1_inner_product_filters_data[] = { 0x0b,0x09,0xa6,0xfb,0x54,0x26,0x60,0xe2,0x6c,0x00,0x01,0x00,0x57,0xf1,0x05,0xea,0xd2,0x00,0x42,0x0f,0xbc,0xde,0xc3,0xd6,0x0e,0xf2,0x4b,0xf8,0xa2,0x25,0xcf,0x03, 0x0a,0x19,0xa7,0x23,0xf4,0xfe,0x46,0x2b,0x81,0xf8,0xbf,0xf3,0x0b,0x0b,0xbf,0xe5,0xbe,0xfc,0xdb,0xd6,0xe1,0x08,0x30,0xf8,0x7c,0xe6,0x29,0xc6,0x20,0xfc,0x42,0x0c, 0x0c,0x03,0x30,0xa2,0xf9,0x17,0x45,0x29,0x53,0x10,0x09,0xe7,0x31,0x03,0x4d,0xeb,0x2b,0x0a,0x80,0x0e,0xf5,0xfb,0x03,0xf9,0xaf,0x0d,0x18,0x0a,0xc6,0x24,0x13,0xf6, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_pre_fc1_inner_product_filters, 131072, layer_pre_fc1_inner_product_filters_data, 1.000000) +DEFINE_TENSOR(layer_pre_fc1_inner_product_filters, 2, 3, 131072, layer_pre_fc1_inner_product_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_pre_fc1_inner_product_requantize_data[] = { +0xe7,0x2a,0xd6,0x36,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_pre_fc1_inner_product_requantize, 4, 1, 4, layer_pre_fc1_inner_product_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block0_conv_dw_conv2d_convolution_bias_data[] = { -0x1e,0xf6,0x88,0xfe,0x30,0x02,0x77,0xe7,0xd4,0xf9,0xfa,0xfc,0xd4,0xf1,0x5c,0x01,0x1a,0x02,0x9c,0xfb,0x4e,0xef,0x03,0xfa,0xc1,0xe4,0x66,0x00,0x3d,0xe2,0xf7,0x03, -0xc6,0x03,0xe6,0xfe,0xd4,0x06,0x97,0x10,0x61,0xf6,0xe6,0x2d,0x31,0xee,0xed,0xff,0xc6,0x08,0x4f,0x01,0x74,0x02,0x76,0x00,0x52,0xc4,0x87,0xff,0x17,0xfe,0x15,0x03, -0x6a,0xfd,0xbb,0x00,0xf5,0x00,0x0c,0x1d,0xe6,0x05,0x7c,0x0c,0x23,0x04,0xf0,0xff,0xfe,0xfe,0x48,0x0c,0xf6,0xf7,0xc8,0xe9,0x72,0xe4,0x00,0xe6,0x88,0x07,0xa7,0x09, -0x6a,0x0b,0xdc,0xf5,0x9f,0xf0,0x91,0x13,0xb2,0x08,0x6f,0x11,0x59,0x00,0x70,0x11,0x2f,0x00,0x8a,0xfa,0x62,0x05,0x24,0x44,0x44,0x1b,0x55,0x20,0xd2,0x06,0x26,0xf6, -0x90,0x0b,0x3f,0x00,0xbf,0xfb,0x93,0xf9,0x62,0x08,0x71,0xfb,0x2e,0x19,0x34,0xf8,0xe0,0x14,0x09,0x15,0x7d,0x00,0x5f,0x15,0xad,0x09,0xa4,0x08,0xb4,0xea,0x4d,0xff, -0x50,0xf5,0x05,0x1d,0x1e,0x13,0x19,0xf9,0x35,0x14,0x66,0xff,0xf1,0x13,0x1c,0xfa,0x04,0x01,0x75,0xf4,0x2d,0x17,0x1f,0xfb,0x4a,0x0b,0x4f,0xf8,0x70,0xff,0xf1,0x04, -0xf1,0x02,0x1b,0x1d,0xca,0x05,0xc5,0x0c,0x58,0x00,0x17,0xdb,0xd1,0x04,0x1d,0x0f,0x61,0xee,0x88,0x0d,0x06,0xfb,0xff,0xf3,0x98,0xf8,0xae,0xff,0x58,0x07,0x01,0xf8, -0xbc,0x08,0x6d,0xe2,0x7b,0x0d,0xf7,0xfd,0x14,0x05,0xb2,0x09,0x93,0x0b,0xe9,0x05,0x3f,0x0b,0xd1,0x09,0xfd,0x02,0x15,0x00,0x4e,0x0e,0x05,0xfe,0xff,0xed,0x17,0xe2, -}; -DEFINE_TENSOR(layer_res_3_block0_conv_dw_conv2d_convolution_bias, 256, layer_res_3_block0_conv_dw_conv2d_convolution_bias_data, 1.000000) +0x1e,0xf6,0xff,0xff,0x88,0xfe,0xff,0xff,0x30,0x02,0x00,0x00,0x77,0xe7,0xff,0xff,0xd4,0xf9,0xff,0xff,0xfa,0xfc,0xff,0xff,0xd4,0xf1,0xff,0xff,0x5c,0x01,0x00,0x00, +0x1a,0x02,0x00,0x00,0x9c,0xfb,0xff,0xff,0x4e,0xef,0xff,0xff,0x03,0xfa,0xff,0xff,0xc1,0xe4,0xff,0xff,0x66,0x00,0x00,0x00,0x3d,0xe2,0xff,0xff,0xf7,0x03,0x00,0x00, +0xc6,0x03,0x00,0x00,0xe6,0xfe,0xff,0xff,0xd4,0x06,0x00,0x00,0x97,0x10,0x00,0x00,0x61,0xf6,0xff,0xff,0xe6,0x2d,0x00,0x00,0x31,0xee,0xff,0xff,0xed,0xff,0xff,0xff, +0xc6,0x08,0x00,0x00,0x4f,0x01,0x00,0x00,0x74,0x02,0x00,0x00,0x76,0x00,0x00,0x00,0x52,0xc4,0xff,0xff,0x87,0xff,0xff,0xff,0x17,0xfe,0xff,0xff,0x15,0x03,0x00,0x00, +0x6a,0xfd,0xff,0xff,0xbb,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0x0c,0x1d,0x00,0x00,0xe6,0x05,0x00,0x00,0x7c,0x0c,0x00,0x00,0x23,0x04,0x00,0x00,0xf0,0xff,0xff,0xff, +0xfe,0xfe,0xff,0xff,0x48,0x0c,0x00,0x00,0xf6,0xf7,0xff,0xff,0xc8,0xe9,0xff,0xff,0x72,0xe4,0xff,0xff,0x00,0xe6,0xff,0xff,0x88,0x07,0x00,0x00,0xa7,0x09,0x00,0x00, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_res_3_block0_conv_dw_conv2d_convolution_bias, 4, 4, 512, layer_res_3_block0_conv_dw_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block0_conv_dw_conv2d_convolution_filters_data[] = { 0x69,0x04,0x97,0xfa,0x61,0xfb,0x71,0xed,0x20,0xfa,0x9d,0x11,0x30,0xf0,0x7b,0x09,0x43,0x23,0xb6,0x02,0x3a,0x03,0x55,0xf7,0x03,0x25,0x56,0xcc,0x39,0x18,0xed,0xfc, @@ -23450,8 +23906,18 @@ static const unsigned char layer_res_3_block0_conv_dw_conv2d_convolution_filters 0xd4,0xfe,0x88,0x0a,0xda,0x01,0x32,0x18,0x84,0x2d,0xda,0x19,0xc6,0xfe,0x5b,0xd4,0xf8,0xfc,0x27,0x02,0x85,0xef,0x25,0x02,0x4e,0x10,0xd9,0xd8,0xad,0xd4,0x06,0xdf, 0x20,0x0a,0x16,0x13,0x0f,0x0e,0xd4,0x04,0x1d,0x1f,0x51,0x0d,0xe6,0x2e,0x7c,0x02,0x96,0x01,0x4c,0xfc,0xf9,0xfe,0xb6,0xf2,0x90,0xef,0xc1,0xf4,0xb6,0x07,0x1f,0x14, 0x98,0x03,0x00,0x06,0xef,0xf4,0x8f,0x04,0x2f,0x0b,0x13,0x11,0x3e,0x09,0x49,0x05,0x15,0xff,0x90,0x06,0xae,0xff,0xfb,0x07,0xdc,0x0a,0x40,0x05,0x71,0x28,0xb2,0x06, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_3_block0_conv_dw_conv2d_convolution_filters, 2304, layer_res_3_block0_conv_dw_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_3_block0_conv_dw_conv2d_convolution_filters, 2, 3, 2304, layer_res_3_block0_conv_dw_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_3_block0_conv_dw_conv2d_convolution_requantize_data[] = { +0x7c,0x5f,0x9f,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_3_block0_conv_dw_conv2d_convolution_requantize, 4, 1, 4, layer_res_3_block0_conv_dw_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block0_conv_dw_relu_prelu_slope_data[] = { 0x94,0xa1,0x57,0x3f,0x1d,0xd5,0x0b,0x3f,0x4a,0x57,0xac,0x3e,0xf1,0x89,0x8b,0xbf,0x29,0xcc,0x86,0xbf,0x8c,0xe2,0xa7,0x3f,0x28,0x30,0x2f,0x3f,0xd0,0xe2,0xce,0x3c, @@ -23470,16 +23936,28 @@ static const unsigned char layer_res_3_block0_conv_dw_relu_prelu_slope_data[] = 0xa8,0x58,0xd9,0x3e,0x45,0x8e,0x67,0x3e,0xeb,0x8c,0x74,0x3f,0xb7,0x97,0xdd,0x3e,0x03,0xd1,0xab,0xbe,0xae,0xd8,0x34,0xbb,0x8d,0x12,0x83,0x3e,0x60,0xa9,0x23,0x3f, 0x4c,0x5d,0x95,0x3f,0xc6,0x4c,0x4c,0x3d,0x91,0xa1,0x06,0x3f,0xe4,0xfa,0x2a,0xbf,0x7e,0x71,0xd8,0xbe,0xea,0xd4,0xa0,0x3f,0x18,0x07,0x85,0x3f,0xa9,0xe6,0x4d,0x3f, 0x6e,0x8d,0xc0,0x3e,0x5e,0x36,0x84,0x3d,0x13,0x14,0x22,0xbf,0x21,0x83,0x94,0xbe,0x6d,0x2d,0x21,0x3f,0x6a,0x6c,0x46,0x3e,0x04,0xda,0xd4,0x3e,0x7f,0xb9,0x19,0x3f, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_3_block0_conv_dw_relu_prelu_slope, 512, layer_res_3_block0_conv_dw_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_res_3_block0_conv_dw_relu_prelu_slope, 4, 1, 512, layer_res_3_block0_conv_dw_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block0_conv_proj_conv2d_convolution_bias_data[] = { -0x06,0xfb,0x86,0x0a,0x79,0xeb,0x69,0xf7,0x69,0xf0,0x7c,0xe9,0x96,0xfe,0xaa,0xf3,0x52,0x01,0x3f,0x01,0x06,0x0c,0xbb,0x10,0x5a,0x13,0xa9,0x03,0xc2,0x0c,0xd3,0x02, -0xb3,0x13,0x59,0xf1,0xca,0x09,0xb1,0xf1,0x44,0x00,0x84,0xe0,0xc9,0xf0,0x79,0x02,0xb0,0x0e,0xda,0xeb,0x2c,0x05,0x76,0xff,0x28,0x01,0x82,0xf5,0xdd,0xf5,0x72,0x10, -0x4d,0x01,0x95,0xff,0xcf,0x12,0xec,0x03,0x12,0x01,0x3d,0x07,0x7f,0x0b,0xea,0xff,0x26,0x0a,0xc6,0xee,0x23,0xfc,0x47,0x08,0xe7,0xef,0x34,0x0d,0x2e,0x14,0xd1,0xf7, -0xd1,0xf6,0x91,0xed,0x42,0x13,0xd0,0xf2,0xee,0x04,0xca,0xec,0x6b,0x0e,0x60,0xfd,0xf5,0xf1,0x5b,0xec,0x16,0x1a,0x0d,0xfd,0xff,0xf1,0xc4,0x19,0xb3,0xf4,0x81,0x09, +0x06,0xfb,0xff,0xff,0x86,0x0a,0x00,0x00,0x79,0xeb,0xff,0xff,0x69,0xf7,0xff,0xff,0x69,0xf0,0xff,0xff,0x7c,0xe9,0xff,0xff,0x96,0xfe,0xff,0xff,0xaa,0xf3,0xff,0xff, +0x52,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,0x06,0x0c,0x00,0x00,0xbb,0x10,0x00,0x00,0x5a,0x13,0x00,0x00,0xa9,0x03,0x00,0x00,0xc2,0x0c,0x00,0x00,0xd3,0x02,0x00,0x00, +0xb3,0x13,0x00,0x00,0x59,0xf1,0xff,0xff,0xca,0x09,0x00,0x00,0xb1,0xf1,0xff,0xff,0x44,0x00,0x00,0x00,0x84,0xe0,0xff,0xff,0xc9,0xf0,0xff,0xff,0x79,0x02,0x00,0x00, +0xb0,0x0e,0x00,0x00,0xda,0xeb,0xff,0xff,0x2c,0x05,0x00,0x00,0x76,0xff,0xff,0xff,0x28,0x01,0x00,0x00,0x82,0xf5,0xff,0xff,0xdd,0xf5,0xff,0xff,0x72,0x10,0x00,0x00, +0x4d,0x01,0x00,0x00,0x95,0xff,0xff,0xff,0xcf,0x12,0x00,0x00,0xec,0x03,0x00,0x00,0x12,0x01,0x00,0x00,0x3d,0x07,0x00,0x00,0x7f,0x0b,0x00,0x00,0xea,0xff,0xff,0xff, +0x26,0x0a,0x00,0x00,0xc6,0xee,0xff,0xff,0x23,0xfc,0xff,0xff,0x47,0x08,0x00,0x00,0xe7,0xef,0xff,0xff,0x34,0x0d,0x00,0x00,0x2e,0x14,0x00,0x00,0xd1,0xf7,0xff,0xff, +0xd1,0xf6,0xff,0xff,0x91,0xed,0xff,0xff,0x42,0x13,0x00,0x00,0xd0,0xf2,0xff,0xff,0xee,0x04,0x00,0x00,0xca,0xec,0xff,0xff,0x6b,0x0e,0x00,0x00,0x60,0xfd,0xff,0xff, +0xf5,0xf1,0xff,0xff,0x5b,0xec,0xff,0xff,0x16,0x1a,0x00,0x00,0x0d,0xfd,0xff,0xff,0xff,0xf1,0xff,0xff,0xc4,0x19,0x00,0x00,0xb3,0xf4,0xff,0xff,0x81,0x09,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_3_block0_conv_proj_conv2d_convolution_bias, 128, layer_res_3_block0_conv_proj_conv2d_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_res_3_block0_conv_proj_conv2d_convolution_bias, 4, 4, 256, layer_res_3_block0_conv_proj_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block0_conv_proj_conv2d_convolution_filters_data[] = { 0x64,0x1d,0x15,0x03,0x12,0x31,0xf3,0x13,0xb4,0xd7,0x0f,0x0d,0x37,0xcf,0x10,0xe7,0x9c,0xe2,0x0f,0xa9,0x08,0xe7,0xbf,0xd9,0x64,0x04,0xc7,0xf9,0x30,0xe3,0xc4,0x0d, @@ -23994,20 +24472,42 @@ static const unsigned char layer_res_3_block0_conv_proj_conv2d_convolution_filte 0xa1,0x18,0xaa,0x00,0xbc,0x0d,0x8c,0x0a,0xd3,0xd7,0x71,0xe7,0xb3,0x0d,0x2b,0x29,0x5e,0x1c,0x22,0x06,0x0d,0xf6,0x0c,0x15,0x64,0xc8,0xd6,0xb9,0x99,0xfd,0xb5,0x1f, 0x1a,0x17,0xd7,0x07,0xcb,0xf5,0x42,0xee,0xf6,0xe1,0x3b,0xe8,0xaa,0x08,0x45,0xbc,0x4d,0x1f,0x1f,0xf4,0x8a,0xef,0x7a,0x14,0xc8,0x0e,0x28,0x01,0x82,0x10,0x64,0xbf, 0x31,0x00,0x28,0x08,0x5f,0xf8,0x0c,0xfa,0x47,0x04,0x18,0x10,0x31,0xea,0xbd,0x07,0xe1,0xa7,0xd8,0xe0,0xa9,0xec,0x95,0x28,0x9c,0x10,0xae,0xca,0x18,0x1a,0x46,0x0a, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_3_block0_conv_proj_conv2d_convolution_filters, 16384, layer_res_3_block0_conv_proj_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_3_block0_conv_proj_conv2d_convolution_filters, 2, 3, 16384, layer_res_3_block0_conv_proj_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_3_block0_conv_proj_conv2d_convolution_requantize_data[] = { +0xb3,0x6e,0x7c,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_3_block0_conv_proj_conv2d_convolution_requantize, 4, 1, 4, layer_res_3_block0_conv_proj_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block0_conv_sep_conv2d_convolution_bias_data[] = { -0x9b,0x08,0x37,0x06,0xf5,0x02,0x1c,0xf4,0xf0,0x0f,0x58,0x08,0x9d,0x13,0x13,0xf1,0x7d,0x06,0x83,0xf8,0x9b,0x0e,0xc2,0xfa,0x6a,0x0a,0x85,0x0a,0x7d,0x08,0x09,0xfd, -0xa5,0xfa,0x97,0x03,0x12,0x06,0xe6,0xf8,0xc6,0xfd,0x10,0x13,0xeb,0x01,0x09,0x14,0x0e,0x04,0xb4,0xfe,0x0a,0x01,0x4e,0x0d,0xe4,0x0e,0x29,0x0f,0xb7,0x06,0xe4,0x01, -0x33,0xfd,0xe8,0xfd,0x9e,0x0b,0x91,0x0f,0xd7,0x07,0x2f,0xf8,0x06,0x11,0xad,0xfe,0x24,0x19,0x23,0x1c,0x73,0xf5,0x18,0x08,0xad,0x09,0xa1,0x01,0x79,0x01,0xd1,0xfa, -0xa6,0x03,0xda,0x09,0xf0,0x11,0xfc,0x1c,0x31,0x03,0x48,0x12,0x76,0x08,0x56,0x12,0xd0,0x00,0x6b,0x03,0x90,0xfd,0x39,0x2c,0xb6,0x0d,0x0b,0x10,0x79,0x04,0x01,0x08, -0x94,0x04,0x2c,0x02,0x15,0x12,0x6e,0x08,0x24,0xf9,0x89,0x0b,0x21,0x0f,0x09,0x12,0x1a,0xf1,0x17,0xfc,0x54,0x0b,0x05,0x0d,0xff,0xfb,0x69,0xfa,0xf6,0x0b,0xfa,0x05, -0x57,0x08,0x03,0x07,0xaf,0x0b,0xa0,0x01,0xb2,0x06,0x47,0x04,0x6e,0x0b,0x0b,0x00,0x06,0xfd,0x72,0x03,0x87,0xff,0x7d,0x0c,0x1b,0x0d,0xd7,0x0b,0x90,0x01,0xf3,0xf5, -0xfd,0xf4,0x06,0x0d,0x98,0xef,0xaf,0x05,0x5f,0xfb,0xf6,0xeb,0x7f,0x0d,0x9c,0x05,0x7b,0x0c,0x54,0xf8,0x68,0x03,0x81,0x05,0x73,0x0e,0x24,0x01,0x70,0xfd,0x18,0x01, -0x13,0x08,0x92,0xf0,0x94,0x19,0xbf,0xfe,0x03,0xfa,0x83,0x0e,0x14,0x00,0xee,0x05,0x6e,0x09,0x04,0x0d,0x82,0xfb,0x90,0xfe,0x02,0x16,0x24,0x08,0xb4,0x0c,0x02,0xff, -}; -DEFINE_TENSOR(layer_res_3_block0_conv_sep_conv2d_convolution_bias, 256, layer_res_3_block0_conv_sep_conv2d_convolution_bias_data, 1.000000) +0x9b,0x08,0x00,0x00,0x37,0x06,0x00,0x00,0xf5,0x02,0x00,0x00,0x1c,0xf4,0xff,0xff,0xf0,0x0f,0x00,0x00,0x58,0x08,0x00,0x00,0x9d,0x13,0x00,0x00,0x13,0xf1,0xff,0xff, +0x7d,0x06,0x00,0x00,0x83,0xf8,0xff,0xff,0x9b,0x0e,0x00,0x00,0xc2,0xfa,0xff,0xff,0x6a,0x0a,0x00,0x00,0x85,0x0a,0x00,0x00,0x7d,0x08,0x00,0x00,0x09,0xfd,0xff,0xff, +0xa5,0xfa,0xff,0xff,0x97,0x03,0x00,0x00,0x12,0x06,0x00,0x00,0xe6,0xf8,0xff,0xff,0xc6,0xfd,0xff,0xff,0x10,0x13,0x00,0x00,0xeb,0x01,0x00,0x00,0x09,0x14,0x00,0x00, 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+0x6e,0x09,0x00,0x00,0x04,0x0d,0x00,0x00,0x82,0xfb,0xff,0xff,0x90,0xfe,0xff,0xff,0x02,0x16,0x00,0x00,0x24,0x08,0x00,0x00,0xb4,0x0c,0x00,0x00,0x02,0xff,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_res_3_block0_conv_sep_conv2d_convolution_bias, 4, 4, 512, layer_res_3_block0_conv_sep_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block0_conv_sep_conv2d_convolution_filters_data[] = { 0x70,0x07,0x24,0xe6,0x45,0x06,0xeb,0x10,0x87,0xfe,0x32,0xf7,0x99,0xf4,0x66,0x06,0x7b,0xfa,0x0f,0x0c,0xcf,0xf8,0x8a,0xf6,0xca,0xfa,0x16,0x0c,0xeb,0x03,0x7a,0x0b, @@ -24522,8 +25022,18 @@ static const unsigned char layer_res_3_block0_conv_sep_conv2d_convolution_filter 0xd8,0xec,0x6a,0x1e,0x9e,0x09,0x45,0x08,0xcd,0x1b,0x39,0x09,0x39,0x21,0xaf,0x07,0x42,0x0f,0x26,0x05,0x7e,0x10,0xd7,0xee,0xc2,0xfd,0x3c,0xfb,0xbe,0xfe,0xa3,0xee, 0xd8,0xe2,0x54,0x0b,0xa9,0x17,0xf9,0x0f,0xff,0x25,0x82,0xdc,0xcb,0x1b,0x0c,0x0b,0x93,0xfb,0x2f,0x09,0xc4,0x1a,0x73,0x02,0x17,0xf8,0xa4,0x1a,0x30,0x12,0x49,0x0d, 0xa6,0x06,0x24,0x0c,0x30,0x0f,0xa0,0x18,0x13,0x06,0xf6,0xfa,0xdc,0xfa,0x1c,0x06,0x89,0x0f,0x17,0x01,0xac,0xf2,0x80,0x2e,0x99,0x0e,0x14,0xfc,0xce,0xfd,0xc4,0xf2, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_3_block0_conv_sep_conv2d_convolution_filters, 16384, layer_res_3_block0_conv_sep_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_3_block0_conv_sep_conv2d_convolution_filters, 2, 3, 16384, layer_res_3_block0_conv_sep_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_3_block0_conv_sep_conv2d_convolution_requantize_data[] = { +0x7a,0x3d,0xd9,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_3_block0_conv_sep_conv2d_convolution_requantize, 4, 1, 4, layer_res_3_block0_conv_sep_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block0_conv_sep_relu_prelu_slope_data[] = { 0x2d,0xe7,0xa5,0x3e,0xc3,0x22,0xda,0x3e,0xb1,0x29,0x69,0x3e,0x1a,0x7e,0x27,0x3f,0xc0,0x63,0xc4,0x3e,0xa1,0x72,0x6d,0x3f,0xe4,0x8d,0x28,0xbf,0x5d,0x85,0x0a,0x3f, @@ -24542,20 +25052,36 @@ static const unsigned char layer_res_3_block0_conv_sep_relu_prelu_slope_data[] = 0xa6,0x62,0xaf,0xbe,0xb6,0x30,0x0f,0x3f,0x95,0x21,0xf6,0x3e,0x24,0x94,0x65,0xbf,0x9f,0xc1,0x2c,0x3e,0xca,0x3d,0x54,0x3f,0x3a,0x1d,0xf7,0x3e,0x75,0x70,0xb7,0x3e, 0x73,0xc1,0x45,0x3f,0xda,0x5c,0xd2,0x3d,0x75,0x87,0x9f,0x3a,0x74,0x00,0x39,0x3f,0x86,0x63,0x16,0x3f,0x04,0xfa,0x3f,0x3f,0x63,0x6b,0x2f,0x3f,0x8d,0x7b,0x2a,0x3f, 0x08,0xa3,0x36,0xbe,0x0e,0xe0,0x64,0x3e,0x4b,0x2d,0xa0,0x3e,0xed,0x4d,0x78,0x3f,0xee,0x01,0x20,0x3f,0x44,0x95,0xea,0x3e,0x3a,0xe3,0x7e,0x3e,0x98,0xad,0xb0,0xbe, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_3_block0_conv_sep_relu_prelu_slope, 512, layer_res_3_block0_conv_sep_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_res_3_block0_conv_sep_relu_prelu_slope, 4, 1, 512, layer_res_3_block0_conv_sep_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block1_conv_dw_conv2d_convolution_bias_data[] = { -0xff,0x15,0x29,0x03,0x65,0x05,0xb7,0xf2,0x4d,0x07,0x8a,0xfc,0x9a,0x09,0x9b,0xf3,0x04,0x0b,0x71,0xfa,0xcf,0xff,0x42,0xf8,0xbe,0xff,0xb6,0xe8,0xff,0xf1,0x93,0xef, -0x17,0x1f,0x95,0xfe,0x99,0xf8,0x6f,0x06,0x6b,0xf3,0xe6,0xf7,0xcc,0xef,0x41,0xea,0x4d,0x05,0x6a,0x00,0x79,0xdd,0xb5,0x1f,0xaf,0xf3,0xbf,0xf3,0xa5,0xe8,0xcf,0x02, -0xbb,0xe9,0x00,0xf9,0xc6,0x00,0x70,0xfa,0x41,0x0f,0xca,0x0d,0xe4,0xe0,0xd6,0xf0,0x64,0x01,0x02,0x1f,0xe6,0xf0,0x4c,0x0a,0xfd,0x03,0xa7,0x0d,0x5e,0xd1,0xd8,0xf2, -0x51,0x02,0xf1,0x1e,0x5e,0xf4,0x6c,0x0a,0xb0,0x0a,0xe6,0xf3,0x8f,0x12,0xf8,0x29,0x04,0xfb,0x62,0x08,0x25,0x00,0xf8,0xf5,0x0e,0x08,0x54,0xf8,0x9b,0xf4,0x88,0x11, -0x59,0xfc,0x0d,0x03,0x9e,0xfb,0x6b,0x03,0x1f,0xf5,0xc9,0xf7,0x2b,0xec,0x5e,0x08,0x34,0x01,0x86,0xef,0x04,0xee,0xf7,0xf1,0x21,0xe6,0xab,0xf2,0x61,0xe3,0x1b,0x05, -0x2c,0x0c,0x86,0xfe,0xa0,0xe8,0x0b,0xfb,0x17,0x0d,0x14,0x07,0x9c,0x05,0x6a,0xf0,0x50,0xef,0xf5,0xfa,0x33,0xff,0x71,0xee,0x48,0x26,0x4b,0xf5,0x45,0xf3,0x6f,0xec, -0xba,0x01,0xe2,0x0a,0x18,0x16,0x55,0xfe,0x2a,0x45,0xa0,0x03,0xe9,0xf8,0x18,0x05,0x00,0xf8,0xcf,0x02,0x85,0xff,0xb1,0x06,0xd8,0x1b,0xaa,0x06,0x64,0x21,0x4f,0xfa, -0xf0,0xfb,0xfc,0xfc,0xcd,0x0d,0xd9,0x0e,0x9f,0xf2,0xc8,0x25,0x75,0xe6,0xa2,0x0f,0x01,0xf3,0xa6,0xfd,0x41,0x0f,0x95,0x04,0x08,0x09,0x34,0xf1,0x5e,0x01,0x56,0x16, -}; -DEFINE_TENSOR(layer_res_3_block1_conv_dw_conv2d_convolution_bias, 256, layer_res_3_block1_conv_dw_conv2d_convolution_bias_data, 1.000000) +0xff,0x15,0x00,0x00,0x29,0x03,0x00,0x00,0x65,0x05,0x00,0x00,0xb7,0xf2,0xff,0xff,0x4d,0x07,0x00,0x00,0x8a,0xfc,0xff,0xff,0x9a,0x09,0x00,0x00,0x9b,0xf3,0xff,0xff, +0x04,0x0b,0x00,0x00,0x71,0xfa,0xff,0xff,0xcf,0xff,0xff,0xff,0x42,0xf8,0xff,0xff,0xbe,0xff,0xff,0xff,0xb6,0xe8,0xff,0xff,0xff,0xf1,0xff,0xff,0x93,0xef,0xff,0xff, +0x17,0x1f,0x00,0x00,0x95,0xfe,0xff,0xff,0x99,0xf8,0xff,0xff,0x6f,0x06,0x00,0x00,0x6b,0xf3,0xff,0xff,0xe6,0xf7,0xff,0xff,0xcc,0xef,0xff,0xff,0x41,0xea,0xff,0xff, +0x4d,0x05,0x00,0x00,0x6a,0x00,0x00,0x00,0x79,0xdd,0xff,0xff,0xb5,0x1f,0x00,0x00,0xaf,0xf3,0xff,0xff,0xbf,0xf3,0xff,0xff,0xa5,0xe8,0xff,0xff,0xcf,0x02,0x00,0x00, +0xbb,0xe9,0xff,0xff,0x00,0xf9,0xff,0xff,0xc6,0x00,0x00,0x00,0x70,0xfa,0xff,0xff,0x41,0x0f,0x00,0x00,0xca,0x0d,0x00,0x00,0xe4,0xe0,0xff,0xff,0xd6,0xf0,0xff,0xff, +0x64,0x01,0x00,0x00,0x02,0x1f,0x00,0x00,0xe6,0xf0,0xff,0xff,0x4c,0x0a,0x00,0x00,0xfd,0x03,0x00,0x00,0xa7,0x0d,0x00,0x00,0x5e,0xd1,0xff,0xff,0xd8,0xf2,0xff,0xff, +0x51,0x02,0x00,0x00,0xf1,0x1e,0x00,0x00,0x5e,0xf4,0xff,0xff,0x6c,0x0a,0x00,0x00,0xb0,0x0a,0x00,0x00,0xe6,0xf3,0xff,0xff,0x8f,0x12,0x00,0x00,0xf8,0x29,0x00,0x00, +0x04,0xfb,0xff,0xff,0x62,0x08,0x00,0x00,0x25,0x00,0x00,0x00,0xf8,0xf5,0xff,0xff,0x0e,0x08,0x00,0x00,0x54,0xf8,0xff,0xff,0x9b,0xf4,0xff,0xff,0x88,0x11,0x00,0x00, +0x59,0xfc,0xff,0xff,0x0d,0x03,0x00,0x00,0x9e,0xfb,0xff,0xff,0x6b,0x03,0x00,0x00,0x1f,0xf5,0xff,0xff,0xc9,0xf7,0xff,0xff,0x2b,0xec,0xff,0xff,0x5e,0x08,0x00,0x00, +0x34,0x01,0x00,0x00,0x86,0xef,0xff,0xff,0x04,0xee,0xff,0xff,0xf7,0xf1,0xff,0xff,0x21,0xe6,0xff,0xff,0xab,0xf2,0xff,0xff,0x61,0xe3,0xff,0xff,0x1b,0x05,0x00,0x00, +0x2c,0x0c,0x00,0x00,0x86,0xfe,0xff,0xff,0xa0,0xe8,0xff,0xff,0x0b,0xfb,0xff,0xff,0x17,0x0d,0x00,0x00,0x14,0x07,0x00,0x00,0x9c,0x05,0x00,0x00,0x6a,0xf0,0xff,0xff, +0x50,0xef,0xff,0xff,0xf5,0xfa,0xff,0xff,0x33,0xff,0xff,0xff,0x71,0xee,0xff,0xff,0x48,0x26,0x00,0x00,0x4b,0xf5,0xff,0xff,0x45,0xf3,0xff,0xff,0x6f,0xec,0xff,0xff, +0xba,0x01,0x00,0x00,0xe2,0x0a,0x00,0x00,0x18,0x16,0x00,0x00,0x55,0xfe,0xff,0xff,0x2a,0x45,0x00,0x00,0xa0,0x03,0x00,0x00,0xe9,0xf8,0xff,0xff,0x18,0x05,0x00,0x00, +0x00,0xf8,0xff,0xff,0xcf,0x02,0x00,0x00,0x85,0xff,0xff,0xff,0xb1,0x06,0x00,0x00,0xd8,0x1b,0x00,0x00,0xaa,0x06,0x00,0x00,0x64,0x21,0x00,0x00,0x4f,0xfa,0xff,0xff, +0xf0,0xfb,0xff,0xff,0xfc,0xfc,0xff,0xff,0xcd,0x0d,0x00,0x00,0xd9,0x0e,0x00,0x00,0x9f,0xf2,0xff,0xff,0xc8,0x25,0x00,0x00,0x75,0xe6,0xff,0xff,0xa2,0x0f,0x00,0x00, +0x01,0xf3,0xff,0xff,0xa6,0xfd,0xff,0xff,0x41,0x0f,0x00,0x00,0x95,0x04,0x00,0x00,0x08,0x09,0x00,0x00,0x34,0xf1,0xff,0xff,0x5e,0x01,0x00,0x00,0x56,0x16,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_res_3_block1_conv_dw_conv2d_convolution_bias, 4, 4, 512, layer_res_3_block1_conv_dw_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block1_conv_dw_conv2d_convolution_filters_data[] = { 0xda,0xf6,0x64,0xcd,0x4a,0xfc,0x64,0xf9,0x1e,0xff,0x3c,0xf9,0xaa,0xf7,0x8e,0xe3,0x8a,0xfc,0x47,0x10,0x85,0xfc,0x16,0x0a,0xca,0x40,0xe4,0xa9,0x01,0x16,0xea,0x0e, @@ -24630,8 +25156,18 @@ static const unsigned char layer_res_3_block1_conv_dw_conv2d_convolution_filters 0x45,0x09,0x9f,0xf5,0x46,0x07,0x51,0x07,0xb2,0x2a,0x22,0xe9,0xce,0x52,0x7b,0x17,0xd9,0xc3,0xf0,0x0c,0xfb,0xea,0x4a,0xe0,0x14,0xff,0xae,0xf3,0xd2,0x1c,0x79,0x2d, 0x77,0x37,0x41,0xe8,0xc3,0x3a,0xcc,0xf7,0x73,0xf2,0x9a,0xf9,0x80,0x0f,0x99,0xff,0xbc,0x49,0x8e,0xe4,0xc9,0x03,0x7b,0xff,0x5e,0x04,0xe8,0xf8,0xc7,0xfc,0xe9,0xf2, 0x26,0xfe,0xd0,0xf5,0x5a,0xb0,0x4c,0x0c,0x59,0x17,0x36,0x52,0xaf,0x11,0x9f,0xf7,0xe6,0xec,0xd0,0xfa,0x18,0x06,0x7a,0xcd,0xac,0x01,0x1b,0xfc,0x1a,0xfe,0x09,0xfb, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_3_block1_conv_dw_conv2d_convolution_filters, 2304, layer_res_3_block1_conv_dw_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_3_block1_conv_dw_conv2d_convolution_filters, 2, 3, 2304, layer_res_3_block1_conv_dw_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_3_block1_conv_dw_conv2d_convolution_requantize_data[] = { +0xa2,0xc8,0x90,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_3_block1_conv_dw_conv2d_convolution_requantize, 4, 1, 4, layer_res_3_block1_conv_dw_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block1_conv_dw_relu_prelu_slope_data[] = { 0xae,0xb9,0x8c,0xbf,0xc4,0x2b,0x69,0x3f,0x8e,0xe4,0x45,0x3f,0x46,0x8f,0x03,0x3f,0x31,0x1a,0x38,0xbf,0xb6,0x44,0x8d,0xbf,0x72,0x31,0xf0,0xbd,0x99,0x5b,0xf4,0x3e, @@ -24650,16 +25186,28 @@ static const unsigned char layer_res_3_block1_conv_dw_relu_prelu_slope_data[] = 0xdc,0xf4,0xfd,0x3e,0xb8,0xbf,0x19,0x3f,0xf7,0x69,0x01,0xbf,0x0d,0x28,0x26,0xbf,0xba,0x44,0xef,0x3e,0xea,0xcc,0xb4,0x3e,0x6d,0x2b,0xaa,0xbe,0x96,0x55,0x60,0x3f, 0xe3,0x85,0x75,0xbe,0x2c,0xe4,0x12,0x3f,0x74,0x35,0x9a,0xbf,0xdf,0x06,0xb1,0x3f,0xf1,0xee,0xf0,0x3e,0xbe,0x0a,0x85,0x3f,0x58,0x64,0x2b,0xbf,0x46,0x8b,0x6f,0xbf, 0x79,0xff,0x02,0x3f,0xd4,0xee,0x35,0xbf,0x9a,0x3c,0x4a,0xbf,0x5f,0x2f,0x7e,0xbe,0xed,0x44,0xe4,0x3c,0xa5,0xf1,0x27,0x3f,0xbd,0xe4,0xec,0xbd,0x92,0xac,0x77,0xbf, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_3_block1_conv_dw_relu_prelu_slope, 512, layer_res_3_block1_conv_dw_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_res_3_block1_conv_dw_relu_prelu_slope, 4, 1, 512, layer_res_3_block1_conv_dw_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block1_conv_proj_conv2d_convolution_bias_data[] = { -0x52,0x07,0x54,0xfd,0xff,0xf7,0x1c,0xfa,0xd5,0xff,0xd0,0xcd,0x32,0xf6,0xa0,0xea,0xc2,0x02,0x6b,0xf3,0x03,0xfc,0x44,0xf5,0xd9,0x00,0xac,0xef,0x27,0x05,0x55,0xf9, -0xb3,0xf3,0x66,0xe9,0x51,0x00,0xc7,0x0f,0xdd,0x05,0x3d,0x17,0xa0,0xfc,0x71,0xf6,0xf0,0x13,0xaf,0xee,0x64,0x1a,0x1f,0xff,0xe9,0xf5,0xe5,0xec,0xe6,0xf3,0x54,0x08, -0x4e,0x0d,0xd4,0x01,0xac,0xf5,0x5b,0x09,0x6d,0x03,0xdd,0xf8,0xf6,0x14,0xb8,0x01,0x7b,0x06,0x47,0x00,0x84,0xfe,0x42,0xfe,0xbe,0xf7,0xc2,0xff,0x61,0x13,0xc0,0xfe, -0xc8,0x00,0x41,0xf7,0x99,0xfb,0xb7,0xf9,0xf8,0x05,0x8b,0xf9,0x8c,0xed,0xa0,0xf7,0x6f,0x05,0x52,0xf2,0xc5,0x07,0xdc,0xff,0xa5,0xfc,0xa0,0x06,0xb1,0xe8,0x43,0x03, +0x52,0x07,0x00,0x00,0x54,0xfd,0xff,0xff,0xff,0xf7,0xff,0xff,0x1c,0xfa,0xff,0xff,0xd5,0xff,0xff,0xff,0xd0,0xcd,0xff,0xff,0x32,0xf6,0xff,0xff,0xa0,0xea,0xff,0xff, +0xc2,0x02,0x00,0x00,0x6b,0xf3,0xff,0xff,0x03,0xfc,0xff,0xff,0x44,0xf5,0xff,0xff,0xd9,0x00,0x00,0x00,0xac,0xef,0xff,0xff,0x27,0x05,0x00,0x00,0x55,0xf9,0xff,0xff, +0xb3,0xf3,0xff,0xff,0x66,0xe9,0xff,0xff,0x51,0x00,0x00,0x00,0xc7,0x0f,0x00,0x00,0xdd,0x05,0x00,0x00,0x3d,0x17,0x00,0x00,0xa0,0xfc,0xff,0xff,0x71,0xf6,0xff,0xff, +0xf0,0x13,0x00,0x00,0xaf,0xee,0xff,0xff,0x64,0x1a,0x00,0x00,0x1f,0xff,0xff,0xff,0xe9,0xf5,0xff,0xff,0xe5,0xec,0xff,0xff,0xe6,0xf3,0xff,0xff,0x54,0x08,0x00,0x00, +0x4e,0x0d,0x00,0x00,0xd4,0x01,0x00,0x00,0xac,0xf5,0xff,0xff,0x5b,0x09,0x00,0x00,0x6d,0x03,0x00,0x00,0xdd,0xf8,0xff,0xff,0xf6,0x14,0x00,0x00,0xb8,0x01,0x00,0x00, +0x7b,0x06,0x00,0x00,0x47,0x00,0x00,0x00,0x84,0xfe,0xff,0xff,0x42,0xfe,0xff,0xff,0xbe,0xf7,0xff,0xff,0xc2,0xff,0xff,0xff,0x61,0x13,0x00,0x00,0xc0,0xfe,0xff,0xff, +0xc8,0x00,0x00,0x00,0x41,0xf7,0xff,0xff,0x99,0xfb,0xff,0xff,0xb7,0xf9,0xff,0xff,0xf8,0x05,0x00,0x00,0x8b,0xf9,0xff,0xff,0x8c,0xed,0xff,0xff,0xa0,0xf7,0xff,0xff, +0x6f,0x05,0x00,0x00,0x52,0xf2,0xff,0xff,0xc5,0x07,0x00,0x00,0xdc,0xff,0xff,0xff,0xa5,0xfc,0xff,0xff,0xa0,0x06,0x00,0x00,0xb1,0xe8,0xff,0xff,0x43,0x03,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_3_block1_conv_proj_conv2d_convolution_bias, 128, layer_res_3_block1_conv_proj_conv2d_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_res_3_block1_conv_proj_conv2d_convolution_bias, 4, 4, 256, layer_res_3_block1_conv_proj_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block1_conv_proj_conv2d_convolution_filters_data[] = { 0x0b,0x39,0x6e,0x3e,0x99,0xcb,0x0e,0x01,0x03,0x0c,0x80,0xc5,0x4a,0x17,0x65,0x0c,0xeb,0xeb,0xf5,0xf6,0x17,0xd0,0x14,0x0f,0x1a,0x05,0xab,0xf8,0xf9,0xda,0x2e,0x03, @@ -25174,20 +25722,42 @@ static const unsigned char layer_res_3_block1_conv_proj_conv2d_convolution_filte 0x14,0x37,0xbe,0x19,0x9c,0x17,0x40,0x09,0x9b,0x15,0xf5,0xc3,0xb1,0xe3,0xb6,0x02,0x40,0x04,0x7b,0x13,0x39,0x06,0x56,0xf4,0x8a,0x1b,0xa0,0xda,0xa4,0xdb,0x06,0x21, 0xcc,0x17,0x94,0xfd,0x25,0xea,0x08,0xff,0x36,0x02,0xdb,0xc7,0x6e,0xd6,0x99,0x03,0x11,0xe6,0x9b,0x11,0x0e,0x21,0x3f,0x02,0x55,0xf1,0x1e,0xe8,0xa4,0xfd,0xf0,0xec, 0xff,0xfe,0xc1,0x20,0x53,0xe6,0xe7,0xe0,0x3d,0xfc,0xc6,0xdf,0xb9,0x2a,0x31,0x0c,0x1b,0xea,0xc4,0x08,0x7e,0xf3,0xe8,0xe2,0x0e,0xf5,0x69,0x18,0x98,0xef,0x8b,0x0d, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_3_block1_conv_proj_conv2d_convolution_filters, 16384, layer_res_3_block1_conv_proj_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_3_block1_conv_proj_conv2d_convolution_filters, 2, 3, 16384, layer_res_3_block1_conv_proj_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_3_block1_conv_proj_conv2d_convolution_requantize_data[] = { +0x4c,0xe3,0x94,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_3_block1_conv_proj_conv2d_convolution_requantize, 4, 1, 4, layer_res_3_block1_conv_proj_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block1_conv_sep_conv2d_convolution_bias_data[] = { -0x2e,0x05,0x74,0xff,0xf0,0xf7,0xee,0xfa,0x8c,0x06,0x38,0xec,0xc3,0x02,0x0e,0x06,0x34,0xf8,0x78,0xfd,0x33,0xfd,0x33,0x00,0xb1,0xfe,0x6f,0xf1,0xb5,0xec,0x4c,0x17, -0x43,0x0a,0xef,0x07,0x01,0x0d,0x95,0xfc,0xc0,0x00,0x04,0x02,0xb2,0x09,0xe7,0xfd,0x0c,0xf6,0x8d,0x0a,0x85,0x0c,0x6c,0x0a,0x11,0xfe,0x15,0x05,0x8f,0xf3,0x81,0xfc, -0x77,0xfb,0x26,0xf0,0xc8,0x0e,0x9d,0xff,0xca,0x10,0x56,0xff,0x11,0x01,0x04,0x07,0x6f,0x03,0x1c,0x0e,0xb4,0x0a,0x91,0xf9,0xf7,0xf4,0xd4,0xf9,0xe0,0x07,0xdd,0xf8, -0xc0,0xf9,0xc4,0x0c,0xae,0xff,0xd5,0xfd,0x10,0xf3,0xff,0x02,0x0e,0x11,0x36,0x12,0xcd,0xfc,0xaf,0xf2,0x0b,0xfe,0xe1,0x0c,0xcc,0x06,0x60,0x0d,0xce,0xff,0x43,0xfe, -0x11,0xf7,0x41,0xff,0xbd,0x00,0xef,0xfe,0x8f,0x00,0x26,0x06,0xb8,0x06,0xbb,0x02,0x72,0xfe,0x18,0x05,0x70,0xf7,0xb8,0x05,0x37,0xf7,0xbe,0xf9,0xdb,0xf6,0x0d,0xf7, -0x6b,0xe8,0x74,0x02,0x95,0xe7,0xe2,0x06,0x93,0x05,0x26,0x04,0xfa,0xf4,0x86,0x02,0x1c,0x0a,0xf9,0x01,0x1a,0x02,0x1a,0xf4,0x2a,0xfe,0xd7,0x04,0xe9,0x01,0x3b,0x06, -0x5a,0x0f,0xce,0xfa,0x4c,0xfe,0x3c,0x09,0xcc,0x18,0x35,0x0a,0x1e,0x01,0xeb,0xfe,0x10,0x0c,0xad,0xfd,0x16,0xfe,0x92,0xf8,0x63,0x01,0x4a,0xed,0xeb,0x0a,0x7a,0x00, -0xce,0xfc,0xa9,0xfd,0x57,0xf5,0x55,0x00,0xea,0xfa,0x07,0x1b,0x04,0xf0,0xf5,0xef,0x91,0xfe,0xf6,0x02,0xbc,0xf3,0x95,0xef,0x6b,0xf2,0x8e,0x06,0xe5,0xf8,0x02,0x0a, -}; -DEFINE_TENSOR(layer_res_3_block1_conv_sep_conv2d_convolution_bias, 256, layer_res_3_block1_conv_sep_conv2d_convolution_bias_data, 1.000000) +0x2e,0x05,0x00,0x00,0x74,0xff,0xff,0xff,0xf0,0xf7,0xff,0xff,0xee,0xfa,0xff,0xff,0x8c,0x06,0x00,0x00,0x38,0xec,0xff,0xff,0xc3,0x02,0x00,0x00,0x0e,0x06,0x00,0x00, +0x34,0xf8,0xff,0xff,0x78,0xfd,0xff,0xff,0x33,0xfd,0xff,0xff,0x33,0x00,0x00,0x00,0xb1,0xfe,0xff,0xff,0x6f,0xf1,0xff,0xff,0xb5,0xec,0xff,0xff,0x4c,0x17,0x00,0x00, +0x43,0x0a,0x00,0x00,0xef,0x07,0x00,0x00,0x01,0x0d,0x00,0x00,0x95,0xfc,0xff,0xff,0xc0,0x00,0x00,0x00,0x04,0x02,0x00,0x00,0xb2,0x09,0x00,0x00,0xe7,0xfd,0xff,0xff, +0x0c,0xf6,0xff,0xff,0x8d,0x0a,0x00,0x00,0x85,0x0c,0x00,0x00,0x6c,0x0a,0x00,0x00,0x11,0xfe,0xff,0xff,0x15,0x05,0x00,0x00,0x8f,0xf3,0xff,0xff,0x81,0xfc,0xff,0xff, +0x77,0xfb,0xff,0xff,0x26,0xf0,0xff,0xff,0xc8,0x0e,0x00,0x00,0x9d,0xff,0xff,0xff,0xca,0x10,0x00,0x00,0x56,0xff,0xff,0xff,0x11,0x01,0x00,0x00,0x04,0x07,0x00,0x00, +0x6f,0x03,0x00,0x00,0x1c,0x0e,0x00,0x00,0xb4,0x0a,0x00,0x00,0x91,0xf9,0xff,0xff,0xf7,0xf4,0xff,0xff,0xd4,0xf9,0xff,0xff,0xe0,0x07,0x00,0x00,0xdd,0xf8,0xff,0xff, +0xc0,0xf9,0xff,0xff,0xc4,0x0c,0x00,0x00,0xae,0xff,0xff,0xff,0xd5,0xfd,0xff,0xff,0x10,0xf3,0xff,0xff,0xff,0x02,0x00,0x00,0x0e,0x11,0x00,0x00,0x36,0x12,0x00,0x00, +0xcd,0xfc,0xff,0xff,0xaf,0xf2,0xff,0xff,0x0b,0xfe,0xff,0xff,0xe1,0x0c,0x00,0x00,0xcc,0x06,0x00,0x00,0x60,0x0d,0x00,0x00,0xce,0xff,0xff,0xff,0x43,0xfe,0xff,0xff, +0x11,0xf7,0xff,0xff,0x41,0xff,0xff,0xff,0xbd,0x00,0x00,0x00,0xef,0xfe,0xff,0xff,0x8f,0x00,0x00,0x00,0x26,0x06,0x00,0x00,0xb8,0x06,0x00,0x00,0xbb,0x02,0x00,0x00, +0x72,0xfe,0xff,0xff,0x18,0x05,0x00,0x00,0x70,0xf7,0xff,0xff,0xb8,0x05,0x00,0x00,0x37,0xf7,0xff,0xff,0xbe,0xf9,0xff,0xff,0xdb,0xf6,0xff,0xff,0x0d,0xf7,0xff,0xff, +0x6b,0xe8,0xff,0xff,0x74,0x02,0x00,0x00,0x95,0xe7,0xff,0xff,0xe2,0x06,0x00,0x00,0x93,0x05,0x00,0x00,0x26,0x04,0x00,0x00,0xfa,0xf4,0xff,0xff,0x86,0x02,0x00,0x00, +0x1c,0x0a,0x00,0x00,0xf9,0x01,0x00,0x00,0x1a,0x02,0x00,0x00,0x1a,0xf4,0xff,0xff,0x2a,0xfe,0xff,0xff,0xd7,0x04,0x00,0x00,0xe9,0x01,0x00,0x00,0x3b,0x06,0x00,0x00, +0x5a,0x0f,0x00,0x00,0xce,0xfa,0xff,0xff,0x4c,0xfe,0xff,0xff,0x3c,0x09,0x00,0x00,0xcc,0x18,0x00,0x00,0x35,0x0a,0x00,0x00,0x1e,0x01,0x00,0x00,0xeb,0xfe,0xff,0xff, +0x10,0x0c,0x00,0x00,0xad,0xfd,0xff,0xff,0x16,0xfe,0xff,0xff,0x92,0xf8,0xff,0xff,0x63,0x01,0x00,0x00,0x4a,0xed,0xff,0xff,0xeb,0x0a,0x00,0x00,0x7a,0x00,0x00,0x00, +0xce,0xfc,0xff,0xff,0xa9,0xfd,0xff,0xff,0x57,0xf5,0xff,0xff,0x55,0x00,0x00,0x00,0xea,0xfa,0xff,0xff,0x07,0x1b,0x00,0x00,0x04,0xf0,0xff,0xff,0xf5,0xef,0xff,0xff, +0x91,0xfe,0xff,0xff,0xf6,0x02,0x00,0x00,0xbc,0xf3,0xff,0xff,0x95,0xef,0xff,0xff,0x6b,0xf2,0xff,0xff,0x8e,0x06,0x00,0x00,0xe5,0xf8,0xff,0xff,0x02,0x0a,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_res_3_block1_conv_sep_conv2d_convolution_bias, 4, 4, 512, layer_res_3_block1_conv_sep_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block1_conv_sep_conv2d_convolution_filters_data[] = { 0xc9,0x11,0x63,0x06,0x04,0x03,0x84,0x17,0xf4,0x03,0xfc,0xef,0x8b,0x08,0x3e,0xe5,0x91,0x00,0x61,0xf8,0xe4,0x03,0xa5,0xfd,0x4e,0xfd,0x97,0x0e,0x6e,0xf1,0x45,0xfe, @@ -25702,8 +26272,18 @@ static const unsigned char layer_res_3_block1_conv_sep_conv2d_convolution_filter 0xc6,0xff,0xcb,0x02,0x6e,0x0b,0xd3,0xfc,0x7f,0xed,0xa5,0x08,0xc8,0x0a,0x3c,0x13,0x8c,0xfd,0x8b,0xf6,0x95,0x0a,0xfc,0xf5,0x54,0x07,0xd9,0x0a,0x6c,0xec,0x96,0x05, 0x9e,0x00,0x34,0x01,0x2d,0xfe,0x56,0x03,0xd2,0xfc,0xf3,0xec,0x85,0xfa,0x4c,0xf9,0x36,0xf7,0xb7,0x00,0xfa,0x05,0xca,0xf6,0x9d,0x01,0x31,0x09,0x83,0xf4,0x2e,0x11, 0x9a,0xf7,0x5a,0xe5,0xc9,0x05,0x52,0x13,0xb5,0xf7,0xc0,0x04,0x9c,0xfe,0x29,0xfb,0x3c,0xf9,0x49,0xf9,0xd5,0x0e,0x4c,0x10,0xf3,0xf2,0x70,0xf4,0x1b,0x02,0x62,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_3_block1_conv_sep_conv2d_convolution_filters, 16384, layer_res_3_block1_conv_sep_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_3_block1_conv_sep_conv2d_convolution_filters, 2, 3, 16384, layer_res_3_block1_conv_sep_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_3_block1_conv_sep_conv2d_convolution_requantize_data[] = { +0x37,0xb1,0x93,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_3_block1_conv_sep_conv2d_convolution_requantize, 4, 1, 4, layer_res_3_block1_conv_sep_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block1_conv_sep_relu_prelu_slope_data[] = { 0xcb,0x0d,0xa2,0x3f,0x20,0x40,0x25,0x3f,0x6b,0x78,0x53,0x3f,0x61,0xf6,0x80,0xbf,0x8d,0x18,0x5f,0x3f,0xbe,0xc7,0x12,0x3e,0x4d,0xcf,0xa6,0x3f,0xdb,0x03,0xb2,0xbe, @@ -25722,20 +26302,36 @@ static const unsigned char layer_res_3_block1_conv_sep_relu_prelu_slope_data[] = 0xf0,0xea,0x8d,0xbf,0x8c,0x49,0x36,0x3f,0x14,0x09,0x46,0x3f,0x47,0x98,0xf3,0x3e,0x7b,0x6c,0xa0,0x3d,0x16,0x59,0x9d,0x3e,0x18,0x9a,0x5a,0x3f,0xbe,0x4e,0x96,0x3e, 0x96,0x4f,0x15,0x3f,0x91,0xcd,0x5b,0x3e,0xd2,0xb7,0x04,0x3f,0x32,0xa0,0x8c,0xbf,0xea,0x32,0x62,0xbf,0xdb,0x68,0x76,0x3e,0xec,0x5b,0xd2,0x3e,0x24,0x9b,0xcd,0x3e, 0xd2,0xe1,0x90,0xbf,0xd0,0x26,0x4a,0x3f,0x04,0xe4,0x42,0x3f,0x22,0x95,0xc9,0x3e,0x1a,0x50,0xb0,0x3e,0xb4,0x30,0x8b,0x3e,0xb5,0xb7,0x2c,0x3f,0x60,0x9e,0x10,0x40, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_3_block1_conv_sep_relu_prelu_slope, 512, layer_res_3_block1_conv_sep_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_res_3_block1_conv_sep_relu_prelu_slope, 4, 1, 512, layer_res_3_block1_conv_sep_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block2_conv_dw_conv2d_convolution_bias_data[] = { -0x62,0x08,0xca,0x04,0x17,0x03,0x44,0x06,0xbc,0xea,0x4f,0xfb,0x58,0x02,0x50,0xf4,0x65,0x00,0x22,0xf5,0xb3,0xf2,0xb0,0x0f,0x77,0xff,0x27,0x1f,0xcb,0x00,0x6f,0x02, -0x41,0x05,0xb7,0xf0,0x1c,0xf9,0x4a,0x16,0x47,0x09,0x5d,0x02,0x94,0xf3,0x12,0xff,0x95,0xf7,0xb1,0xff,0x77,0xe4,0xd6,0xff,0x27,0x03,0xbe,0xfb,0x3e,0xee,0x32,0xf9, -0x98,0xfc,0x3b,0xf5,0xef,0x22,0x50,0xff,0x52,0xfb,0xc4,0x09,0xec,0x02,0xff,0xfd,0x28,0x09,0x49,0xfa,0x66,0xff,0x92,0x16,0x21,0x05,0xf5,0xf7,0xbb,0xfe,0xef,0x04, -0x1d,0xfe,0x54,0x02,0x5b,0x1b,0xc2,0x00,0xf6,0xff,0xaf,0x06,0x1f,0x03,0xfa,0xf9,0x83,0x03,0xca,0x0d,0xfe,0xf6,0xa5,0x01,0xb3,0x09,0xc2,0xf8,0x21,0xfa,0x0b,0xfb, -0x9d,0xf3,0x75,0x0c,0x5a,0xf8,0x9c,0xf6,0x50,0x06,0xb1,0xf0,0xd1,0xfa,0xc9,0xec,0xdc,0xf1,0x27,0x09,0xf1,0x0a,0xfc,0xfd,0xcf,0xfa,0xdb,0xfa,0xb7,0xfb,0x0e,0xed, -0xa4,0xea,0x77,0xf4,0xc9,0xf7,0x03,0x0d,0xb0,0xfd,0xd8,0xfc,0x26,0xf2,0x6f,0xfc,0x59,0x00,0xbc,0x04,0x54,0xf8,0xfc,0xfd,0x68,0xf2,0x0f,0x21,0x47,0xfb,0x76,0x12, -0x88,0xf8,0xeb,0x08,0x64,0xff,0x00,0xe8,0xd6,0x05,0xdf,0xf5,0x88,0xe4,0x3d,0xfc,0xfa,0xf8,0x11,0x17,0x74,0xf8,0x8d,0x20,0x5c,0xfd,0x42,0x01,0xcc,0x07,0x51,0xfb, -0xa5,0xf8,0xda,0xe4,0x6c,0x0b,0xf3,0x0a,0x85,0x03,0x08,0x05,0xee,0x0c,0xbc,0x08,0x16,0x07,0xa8,0xff,0x04,0xfa,0x9e,0x08,0x44,0x0d,0xe9,0xfd,0xb3,0x01,0xc0,0xff, -}; -DEFINE_TENSOR(layer_res_3_block2_conv_dw_conv2d_convolution_bias, 256, layer_res_3_block2_conv_dw_conv2d_convolution_bias_data, 1.000000) +0x62,0x08,0x00,0x00,0xca,0x04,0x00,0x00,0x17,0x03,0x00,0x00,0x44,0x06,0x00,0x00,0xbc,0xea,0xff,0xff,0x4f,0xfb,0xff,0xff,0x58,0x02,0x00,0x00,0x50,0xf4,0xff,0xff, +0x65,0x00,0x00,0x00,0x22,0xf5,0xff,0xff,0xb3,0xf2,0xff,0xff,0xb0,0x0f,0x00,0x00,0x77,0xff,0xff,0xff,0x27,0x1f,0x00,0x00,0xcb,0x00,0x00,0x00,0x6f,0x02,0x00,0x00, +0x41,0x05,0x00,0x00,0xb7,0xf0,0xff,0xff,0x1c,0xf9,0xff,0xff,0x4a,0x16,0x00,0x00,0x47,0x09,0x00,0x00,0x5d,0x02,0x00,0x00,0x94,0xf3,0xff,0xff,0x12,0xff,0xff,0xff, +0x95,0xf7,0xff,0xff,0xb1,0xff,0xff,0xff,0x77,0xe4,0xff,0xff,0xd6,0xff,0xff,0xff,0x27,0x03,0x00,0x00,0xbe,0xfb,0xff,0xff,0x3e,0xee,0xff,0xff,0x32,0xf9,0xff,0xff, +0x98,0xfc,0xff,0xff,0x3b,0xf5,0xff,0xff,0xef,0x22,0x00,0x00,0x50,0xff,0xff,0xff,0x52,0xfb,0xff,0xff,0xc4,0x09,0x00,0x00,0xec,0x02,0x00,0x00,0xff,0xfd,0xff,0xff, +0x28,0x09,0x00,0x00,0x49,0xfa,0xff,0xff,0x66,0xff,0xff,0xff,0x92,0x16,0x00,0x00,0x21,0x05,0x00,0x00,0xf5,0xf7,0xff,0xff,0xbb,0xfe,0xff,0xff,0xef,0x04,0x00,0x00, +0x1d,0xfe,0xff,0xff,0x54,0x02,0x00,0x00,0x5b,0x1b,0x00,0x00,0xc2,0x00,0x00,0x00,0xf6,0xff,0xff,0xff,0xaf,0x06,0x00,0x00,0x1f,0x03,0x00,0x00,0xfa,0xf9,0xff,0xff, +0x83,0x03,0x00,0x00,0xca,0x0d,0x00,0x00,0xfe,0xf6,0xff,0xff,0xa5,0x01,0x00,0x00,0xb3,0x09,0x00,0x00,0xc2,0xf8,0xff,0xff,0x21,0xfa,0xff,0xff,0x0b,0xfb,0xff,0xff, +0x9d,0xf3,0xff,0xff,0x75,0x0c,0x00,0x00,0x5a,0xf8,0xff,0xff,0x9c,0xf6,0xff,0xff,0x50,0x06,0x00,0x00,0xb1,0xf0,0xff,0xff,0xd1,0xfa,0xff,0xff,0xc9,0xec,0xff,0xff, +0xdc,0xf1,0xff,0xff,0x27,0x09,0x00,0x00,0xf1,0x0a,0x00,0x00,0xfc,0xfd,0xff,0xff,0xcf,0xfa,0xff,0xff,0xdb,0xfa,0xff,0xff,0xb7,0xfb,0xff,0xff,0x0e,0xed,0xff,0xff, +0xa4,0xea,0xff,0xff,0x77,0xf4,0xff,0xff,0xc9,0xf7,0xff,0xff,0x03,0x0d,0x00,0x00,0xb0,0xfd,0xff,0xff,0xd8,0xfc,0xff,0xff,0x26,0xf2,0xff,0xff,0x6f,0xfc,0xff,0xff, +0x59,0x00,0x00,0x00,0xbc,0x04,0x00,0x00,0x54,0xf8,0xff,0xff,0xfc,0xfd,0xff,0xff,0x68,0xf2,0xff,0xff,0x0f,0x21,0x00,0x00,0x47,0xfb,0xff,0xff,0x76,0x12,0x00,0x00, +0x88,0xf8,0xff,0xff,0xeb,0x08,0x00,0x00,0x64,0xff,0xff,0xff,0x00,0xe8,0xff,0xff,0xd6,0x05,0x00,0x00,0xdf,0xf5,0xff,0xff,0x88,0xe4,0xff,0xff,0x3d,0xfc,0xff,0xff, +0xfa,0xf8,0xff,0xff,0x11,0x17,0x00,0x00,0x74,0xf8,0xff,0xff,0x8d,0x20,0x00,0x00,0x5c,0xfd,0xff,0xff,0x42,0x01,0x00,0x00,0xcc,0x07,0x00,0x00,0x51,0xfb,0xff,0xff, +0xa5,0xf8,0xff,0xff,0xda,0xe4,0xff,0xff,0x6c,0x0b,0x00,0x00,0xf3,0x0a,0x00,0x00,0x85,0x03,0x00,0x00,0x08,0x05,0x00,0x00,0xee,0x0c,0x00,0x00,0xbc,0x08,0x00,0x00, +0x16,0x07,0x00,0x00,0xa8,0xff,0xff,0xff,0x04,0xfa,0xff,0xff,0x9e,0x08,0x00,0x00,0x44,0x0d,0x00,0x00,0xe9,0xfd,0xff,0xff,0xb3,0x01,0x00,0x00,0xc0,0xff,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_res_3_block2_conv_dw_conv2d_convolution_bias, 4, 4, 512, layer_res_3_block2_conv_dw_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block2_conv_dw_conv2d_convolution_filters_data[] = { 0x76,0x00,0x51,0x1d,0x08,0x11,0xb5,0xed,0x31,0x4f,0x05,0x08,0xa3,0xf6,0x12,0xe9,0x65,0x08,0xbd,0x0b,0x30,0x11,0x08,0x0a,0x1d,0x02,0xdf,0xe3,0x2c,0x0b,0xa5,0xf9, @@ -25810,8 +26406,18 @@ static const unsigned char layer_res_3_block2_conv_dw_conv2d_convolution_filters 0x1f,0x26,0x68,0xfc,0xd1,0x23,0x97,0xea,0xfe,0xff,0x87,0xec,0x69,0xf9,0x73,0xfa,0x4c,0xfb,0x66,0x17,0x5a,0x09,0xcd,0x16,0xc0,0xf6,0xbf,0xf1,0x25,0xf9,0xf2,0xf4, 0xc8,0xef,0x36,0xf6,0xba,0x0c,0x02,0x0f,0x7e,0x0b,0x82,0x07,0xc5,0x2c,0xaa,0x02,0x86,0xfd,0xf3,0xd3,0x17,0x01,0x75,0xf7,0x47,0x07,0xd5,0xf3,0xf5,0x0a,0x6d,0x09, 0x23,0x00,0xe3,0x4b,0xdf,0xda,0x54,0xf4,0x94,0x08,0x19,0xf1,0xaa,0xf9,0x46,0xfa,0x0f,0x0a,0x3c,0x05,0x1d,0x39,0x2f,0xf2,0x73,0xd3,0xa7,0x08,0xc3,0x01,0xfd,0xf2, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_3_block2_conv_dw_conv2d_convolution_filters, 2304, layer_res_3_block2_conv_dw_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_3_block2_conv_dw_conv2d_convolution_filters, 2, 3, 2304, layer_res_3_block2_conv_dw_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_3_block2_conv_dw_conv2d_convolution_requantize_data[] = { +0xf6,0xd4,0x98,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_3_block2_conv_dw_conv2d_convolution_requantize, 4, 1, 4, layer_res_3_block2_conv_dw_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block2_conv_dw_relu_prelu_slope_data[] = { 0xc1,0xca,0xf7,0xbe,0x71,0xe8,0x19,0x3f,0x97,0x5d,0x8e,0xbc,0x4d,0xb0,0x07,0x3f,0xb4,0xba,0x57,0x3e,0x70,0x1b,0x25,0xbf,0x60,0x8e,0x17,0xbf,0xf8,0xf9,0x1c,0xbe, @@ -25830,16 +26436,28 @@ static const unsigned char layer_res_3_block2_conv_dw_relu_prelu_slope_data[] = 0xad,0xac,0xaa,0xbd,0x08,0xd0,0x13,0xbf,0x3a,0x52,0x3d,0x3f,0x87,0x2a,0x51,0xbf,0x3c,0x00,0x90,0x3e,0x0d,0xb3,0x47,0xbf,0xf8,0x82,0x0b,0x3f,0x69,0x51,0x03,0x3f, 0xbc,0x9a,0x15,0x3f,0xcf,0x0d,0x07,0xbf,0x61,0x8f,0xeb,0xbe,0x84,0x3b,0x05,0xbf,0x26,0xeb,0xc2,0xbf,0x51,0xb7,0x4c,0xbe,0x1f,0x9a,0x53,0xbf,0x73,0x18,0xe4,0x3c, 0x08,0x80,0xa1,0x3f,0xa2,0x34,0x59,0xbf,0x70,0x7b,0xd1,0x3e,0xc2,0xad,0xf8,0xbd,0x45,0xef,0x05,0xbf,0x8b,0x57,0xf0,0xbe,0x36,0x00,0xdf,0xbe,0xba,0x37,0x0d,0xbf, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_3_block2_conv_dw_relu_prelu_slope, 512, layer_res_3_block2_conv_dw_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_res_3_block2_conv_dw_relu_prelu_slope, 4, 1, 512, layer_res_3_block2_conv_dw_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block2_conv_proj_conv2d_convolution_bias_data[] = { -0x09,0xee,0x2d,0x01,0xd6,0xf0,0x22,0x07,0x15,0xd7,0x84,0xd0,0xfb,0xf2,0x02,0xe9,0x65,0xfa,0x33,0x07,0xaf,0x1a,0xa0,0x02,0x9c,0x10,0xa5,0xf4,0x57,0x05,0x09,0x0f, -0x30,0x00,0xdc,0xfa,0x91,0xfc,0xb6,0xf7,0x19,0xf2,0xd5,0x01,0x31,0xee,0x92,0x03,0xe7,0xf8,0x12,0x0b,0xf3,0x18,0xf1,0x01,0x2f,0xfe,0x0c,0xfe,0xe0,0xff,0x5f,0x0d, -0x88,0x00,0xd0,0xfc,0x57,0xf8,0x34,0xf7,0xe5,0xe5,0xcf,0xfc,0x16,0xf3,0xb5,0x01,0xdd,0xe2,0xd3,0xfe,0xab,0xe9,0x66,0xf2,0xd0,0xfa,0x42,0x04,0x08,0x20,0x9c,0x04, -0xae,0xfa,0x4d,0x16,0x7a,0x00,0x1f,0xfc,0xb5,0xe6,0xc3,0x02,0xfd,0xf1,0x8a,0xfb,0x91,0xf8,0xd2,0xe9,0xa7,0x02,0x74,0xfd,0xe8,0xfd,0x5d,0x00,0x07,0xf4,0x88,0x0f, +0x09,0xee,0xff,0xff,0x2d,0x01,0x00,0x00,0xd6,0xf0,0xff,0xff,0x22,0x07,0x00,0x00,0x15,0xd7,0xff,0xff,0x84,0xd0,0xff,0xff,0xfb,0xf2,0xff,0xff,0x02,0xe9,0xff,0xff, +0x65,0xfa,0xff,0xff,0x33,0x07,0x00,0x00,0xaf,0x1a,0x00,0x00,0xa0,0x02,0x00,0x00,0x9c,0x10,0x00,0x00,0xa5,0xf4,0xff,0xff,0x57,0x05,0x00,0x00,0x09,0x0f,0x00,0x00, +0x30,0x00,0x00,0x00,0xdc,0xfa,0xff,0xff,0x91,0xfc,0xff,0xff,0xb6,0xf7,0xff,0xff,0x19,0xf2,0xff,0xff,0xd5,0x01,0x00,0x00,0x31,0xee,0xff,0xff,0x92,0x03,0x00,0x00, +0xe7,0xf8,0xff,0xff,0x12,0x0b,0x00,0x00,0xf3,0x18,0x00,0x00,0xf1,0x01,0x00,0x00,0x2f,0xfe,0xff,0xff,0x0c,0xfe,0xff,0xff,0xe0,0xff,0xff,0xff,0x5f,0x0d,0x00,0x00, +0x88,0x00,0x00,0x00,0xd0,0xfc,0xff,0xff,0x57,0xf8,0xff,0xff,0x34,0xf7,0xff,0xff,0xe5,0xe5,0xff,0xff,0xcf,0xfc,0xff,0xff,0x16,0xf3,0xff,0xff,0xb5,0x01,0x00,0x00, +0xdd,0xe2,0xff,0xff,0xd3,0xfe,0xff,0xff,0xab,0xe9,0xff,0xff,0x66,0xf2,0xff,0xff,0xd0,0xfa,0xff,0xff,0x42,0x04,0x00,0x00,0x08,0x20,0x00,0x00,0x9c,0x04,0x00,0x00, +0xae,0xfa,0xff,0xff,0x4d,0x16,0x00,0x00,0x7a,0x00,0x00,0x00,0x1f,0xfc,0xff,0xff,0xb5,0xe6,0xff,0xff,0xc3,0x02,0x00,0x00,0xfd,0xf1,0xff,0xff,0x8a,0xfb,0xff,0xff, +0x91,0xf8,0xff,0xff,0xd2,0xe9,0xff,0xff,0xa7,0x02,0x00,0x00,0x74,0xfd,0xff,0xff,0xe8,0xfd,0xff,0xff,0x5d,0x00,0x00,0x00,0x07,0xf4,0xff,0xff,0x88,0x0f,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_3_block2_conv_proj_conv2d_convolution_bias, 128, layer_res_3_block2_conv_proj_conv2d_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_res_3_block2_conv_proj_conv2d_convolution_bias, 4, 4, 256, layer_res_3_block2_conv_proj_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block2_conv_proj_conv2d_convolution_filters_data[] = { 0xfd,0x07,0x12,0xc1,0xe9,0xfe,0xeb,0xf9,0x00,0xf3,0x8b,0x08,0x04,0x18,0xc8,0x01,0x6f,0xf4,0x3b,0xfd,0x32,0x03,0x88,0x0b,0xbd,0x0e,0xa2,0x11,0x25,0x07,0x96,0xf2, @@ -26354,20 +26972,42 @@ static const unsigned char layer_res_3_block2_conv_proj_conv2d_convolution_filte 0x2a,0xfd,0x92,0x0f,0x23,0x14,0xdc,0x17,0x61,0x07,0xab,0xf0,0x04,0xf7,0x0c,0xf7,0x6a,0xe9,0xe7,0xe0,0x4c,0xf9,0x90,0xe2,0xbf,0x1e,0xe4,0xe3,0xc4,0x18,0xf3,0xfe, 0x40,0xea,0x94,0x03,0x2e,0x03,0x63,0xf1,0x45,0xff,0x74,0x10,0x4b,0xcc,0x87,0x1c,0x1f,0xf8,0x29,0xf9,0x1e,0xf3,0xcb,0xf4,0xd3,0xfc,0xf4,0xf8,0xdd,0x05,0x07,0xff, 0x82,0xf8,0x26,0x0d,0xf0,0x10,0x76,0xde,0xd1,0xe8,0x58,0xe8,0xc7,0x02,0x21,0xfc,0x1e,0xec,0xa4,0xfe,0xe7,0xf5,0x88,0x0e,0xe4,0x08,0x47,0x0e,0xe6,0x23,0x14,0x09, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_3_block2_conv_proj_conv2d_convolution_filters, 16384, layer_res_3_block2_conv_proj_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_3_block2_conv_proj_conv2d_convolution_filters, 2, 3, 16384, layer_res_3_block2_conv_proj_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_3_block2_conv_proj_conv2d_convolution_requantize_data[] = { +0x9e,0xac,0xda,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_3_block2_conv_proj_conv2d_convolution_requantize, 4, 1, 4, layer_res_3_block2_conv_proj_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block2_conv_sep_conv2d_convolution_bias_data[] = { -0x85,0xf7,0x4b,0xfe,0x7d,0xfc,0x60,0xfa,0x62,0xf7,0x46,0x05,0x83,0xf8,0x47,0xed,0xa6,0x10,0x93,0x05,0x4d,0xfb,0x5c,0xec,0x22,0x06,0x69,0x09,0x9c,0x0a,0xa6,0x02, -0x48,0xf8,0x2a,0xf2,0x92,0xea,0x03,0x00,0xff,0x0d,0xee,0x05,0xaf,0xf4,0xaf,0xee,0xcc,0xec,0xb0,0x03,0x75,0x0b,0x3a,0x01,0x4d,0x0e,0x28,0xfc,0xaf,0x06,0x3b,0xe3, -0x8f,0x02,0xee,0xfd,0x65,0x19,0x8b,0xea,0xc0,0xfd,0x13,0x05,0x83,0xf8,0x65,0xfe,0x43,0xec,0xe7,0xf9,0xb4,0x04,0x88,0x06,0x30,0xf5,0xb5,0xf8,0x59,0x04,0x63,0xfb, -0xa5,0x00,0xe7,0xfa,0xfc,0x0b,0x20,0x01,0xf4,0x01,0xf8,0xe6,0x16,0x12,0xd6,0xfe,0x1d,0xf5,0xe7,0xef,0x7d,0xf9,0xb8,0x01,0x72,0xf4,0x31,0xf5,0xbb,0x11,0x9e,0xfd, -0xf0,0xf6,0x39,0xfb,0xaf,0x06,0x2a,0xfd,0x20,0x01,0xcf,0x01,0x5a,0x00,0x7a,0xfd,0x6b,0x09,0xac,0x03,0x11,0xfb,0x17,0xfe,0x28,0x03,0x33,0x02,0x97,0xf2,0x00,0xf5, -0x91,0x00,0x1e,0xed,0x62,0x02,0x39,0x0d,0xb4,0x05,0xab,0x00,0xd2,0x06,0xc9,0xf8,0xbb,0xfb,0x7d,0xf9,0x58,0xf9,0x0b,0xfe,0xae,0xff,0x32,0xfd,0x9f,0x04,0xab,0x07, -0x1b,0xf9,0xa9,0x05,0xd3,0x02,0x1e,0xfb,0x33,0x08,0x72,0x0b,0x8f,0x01,0x9d,0x01,0xca,0xee,0xe7,0x08,0x6b,0x0c,0x5c,0x0c,0x44,0xfc,0x15,0xf5,0x32,0x08,0x36,0x01, -0xfc,0x0d,0x85,0xf6,0x3c,0xef,0xa1,0xf5,0xd4,0xf1,0x25,0x00,0xe6,0xf3,0xba,0x0b,0x6b,0x00,0x2d,0x03,0x17,0xf9,0xcf,0xf9,0x3c,0x1a,0xf6,0x0b,0x14,0xf8,0xf6,0x03, -}; -DEFINE_TENSOR(layer_res_3_block2_conv_sep_conv2d_convolution_bias, 256, layer_res_3_block2_conv_sep_conv2d_convolution_bias_data, 1.000000) +0x85,0xf7,0xff,0xff,0x4b,0xfe,0xff,0xff,0x7d,0xfc,0xff,0xff,0x60,0xfa,0xff,0xff,0x62,0xf7,0xff,0xff,0x46,0x05,0x00,0x00,0x83,0xf8,0xff,0xff,0x47,0xed,0xff,0xff, +0xa6,0x10,0x00,0x00,0x93,0x05,0x00,0x00,0x4d,0xfb,0xff,0xff,0x5c,0xec,0xff,0xff,0x22,0x06,0x00,0x00,0x69,0x09,0x00,0x00,0x9c,0x0a,0x00,0x00,0xa6,0x02,0x00,0x00, +0x48,0xf8,0xff,0xff,0x2a,0xf2,0xff,0xff,0x92,0xea,0xff,0xff,0x03,0x00,0x00,0x00,0xff,0x0d,0x00,0x00,0xee,0x05,0x00,0x00,0xaf,0xf4,0xff,0xff,0xaf,0xee,0xff,0xff, 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char layer_res_3_block2_conv_sep_conv2d_convolution_filters_data[] = { 0x96,0xfc,0x3d,0xfb,0xec,0xf8,0x22,0x02,0x10,0xe6,0x4a,0xfa,0xd9,0x03,0xee,0xec,0xb0,0x01,0x03,0x03,0x85,0xfe,0xe0,0xfb,0x60,0x0c,0xcc,0xf9,0xf3,0xfb,0x9b,0xfc, @@ -26882,8 +27522,18 @@ static const unsigned char layer_res_3_block2_conv_sep_conv2d_convolution_filter 0xf4,0xff,0x4f,0x03,0xe5,0xfc,0x51,0xf9,0x11,0xf4,0xae,0xe7,0xbc,0xfa,0x6b,0x06,0x04,0x03,0xe7,0xf9,0x28,0xff,0x24,0x1b,0x85,0x07,0x8c,0xfd,0x06,0x01,0x68,0xf2, 0x09,0x00,0xa1,0x14,0x61,0x1b,0x4f,0xf7,0xb4,0xf8,0xfa,0x00,0x20,0x16,0xa2,0x03,0xd0,0xef,0xdb,0xfa,0x44,0xfe,0x07,0x05,0x1c,0x15,0xf6,0x0d,0x84,0x10,0xc5,0xf9, 0x1b,0xee,0xad,0xf9,0x92,0x00,0xca,0x04,0xdb,0x02,0xec,0xf6,0x14,0x01,0x83,0xf3,0x52,0xfa,0x77,0xef,0x59,0x0a,0x8a,0xe2,0xe5,0xec,0x69,0x02,0x23,0xff,0x26,0x02, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_3_block2_conv_sep_conv2d_convolution_filters, 16384, layer_res_3_block2_conv_sep_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_3_block2_conv_sep_conv2d_convolution_filters, 2, 3, 16384, layer_res_3_block2_conv_sep_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_3_block2_conv_sep_conv2d_convolution_requantize_data[] = { +0x4f,0x6f,0xa1,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_3_block2_conv_sep_conv2d_convolution_requantize, 4, 1, 4, layer_res_3_block2_conv_sep_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block2_conv_sep_relu_prelu_slope_data[] = { 0x33,0x9f,0x21,0x3f,0xda,0x05,0x4e,0xbe,0xc1,0xc4,0xad,0x3e,0xda,0xef,0x3d,0x3f,0xc9,0x8b,0x2c,0xbd,0x4e,0xa8,0x1e,0x3f,0xdc,0x8c,0xf2,0x3e,0xde,0x00,0x35,0x3d, @@ -26902,20 +27552,36 @@ static const unsigned char layer_res_3_block2_conv_sep_relu_prelu_slope_data[] = 0x9a,0x16,0x6a,0x3e,0x3d,0xe1,0x1b,0x3e,0x01,0x3c,0x0f,0x3f,0x5a,0xe2,0x04,0x3f,0xf1,0xae,0x02,0x3e,0xff,0x18,0x0e,0x3f,0x98,0x23,0x1b,0xbf,0x3f,0xef,0x52,0xbf, 0x33,0x9b,0x88,0xbe,0x08,0xad,0x48,0x3f,0x23,0x90,0xa8,0x3e,0x4a,0x78,0x24,0x3f,0x2f,0x46,0x98,0x3e,0xba,0x05,0x14,0xbe,0x5a,0x6d,0x45,0x3f,0xf2,0x6c,0x0e,0x3e, 0xc9,0x02,0x39,0xbf,0x24,0x71,0xc3,0x3e,0xaa,0x77,0xb1,0x3e,0xad,0x02,0x1a,0x3e,0x12,0xee,0x38,0xbd,0x83,0xb4,0xbd,0x3e,0x66,0xb4,0x7a,0x3f,0xfd,0xe9,0x6f,0x3f, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_3_block2_conv_sep_relu_prelu_slope, 512, layer_res_3_block2_conv_sep_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_res_3_block2_conv_sep_relu_prelu_slope, 4, 1, 512, layer_res_3_block2_conv_sep_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block3_conv_dw_conv2d_convolution_bias_data[] = { -0xdd,0xef,0x33,0xfe,0x95,0x05,0x86,0x00,0xd8,0xfd,0x78,0xfc,0x6d,0xff,0xbe,0x31,0x1b,0xf6,0x1a,0x0f,0x64,0x07,0x7e,0xfe,0xe0,0xff,0xcb,0xf7,0xcd,0xfa,0xe1,0x02, -0xa4,0x32,0x83,0xeb,0xc2,0xe6,0xf0,0xfb,0x71,0xff,0x6b,0xfc,0x26,0xfb,0x1b,0xf6,0x07,0xfe,0xba,0x09,0x23,0xfb,0x08,0xfe,0x37,0xf9,0x36,0x09,0x46,0xfa,0xeb,0xfd, -0x40,0x01,0x3a,0xf0,0xf6,0xfd,0x93,0xeb,0x58,0xfb,0x46,0xfa,0x9a,0x00,0x23,0xfd,0x3c,0x04,0x32,0xff,0xd3,0x03,0x93,0x02,0x10,0xf5,0x3e,0xfe,0x24,0xfe,0xf0,0xfb, -0xbd,0x06,0xca,0xfd,0x42,0xf9,0x51,0x01,0x5f,0xf2,0xd0,0x00,0x37,0xfe,0xe8,0x03,0x90,0xd3,0x7f,0x0a,0x64,0x03,0xdf,0xfb,0xe4,0xfb,0x23,0xf9,0xef,0x02,0x1c,0xf7, -0x5b,0xf7,0xad,0x12,0xba,0xf7,0x89,0xff,0xc7,0xff,0xfa,0xf3,0x1c,0xfd,0x35,0xfe,0x5c,0x05,0x04,0x05,0x6e,0xfa,0xc7,0xff,0x12,0xf3,0x47,0xfe,0xbb,0x00,0xad,0x07, -0x3a,0xf9,0x2e,0x04,0x64,0xff,0x67,0x02,0x22,0xfd,0x67,0xf7,0x85,0xfd,0x24,0xfe,0xc0,0xf6,0x63,0x0d,0xb5,0x06,0x48,0x1c,0xbe,0xfd,0xbc,0x00,0x7a,0xfd,0x70,0xfb, -0x78,0xfe,0xe1,0xfe,0x81,0x06,0x0d,0x03,0x24,0xfa,0x3c,0xfb,0xa6,0x22,0x00,0xfa,0x4c,0xfe,0xce,0xff,0x92,0xff,0x1d,0xf6,0xe9,0xfb,0x8b,0xfb,0xb0,0xfa,0x49,0xfd, -0x5c,0x08,0xaa,0xf9,0xc9,0xfb,0x1f,0x00,0x86,0x05,0x0f,0x05,0xfe,0xfb,0x82,0xf6,0x4b,0xfe,0x9a,0x19,0x33,0xf6,0xea,0xf8,0x25,0xf9,0x5e,0xfb,0xed,0xff,0xac,0x10, -}; -DEFINE_TENSOR(layer_res_3_block3_conv_dw_conv2d_convolution_bias, 256, layer_res_3_block3_conv_dw_conv2d_convolution_bias_data, 1.000000) +0xdd,0xef,0xff,0xff,0x33,0xfe,0xff,0xff,0x95,0x05,0x00,0x00,0x86,0x00,0x00,0x00,0xd8,0xfd,0xff,0xff,0x78,0xfc,0xff,0xff,0x6d,0xff,0xff,0xff,0xbe,0x31,0x00,0x00, +0x1b,0xf6,0xff,0xff,0x1a,0x0f,0x00,0x00,0x64,0x07,0x00,0x00,0x7e,0xfe,0xff,0xff,0xe0,0xff,0xff,0xff,0xcb,0xf7,0xff,0xff,0xcd,0xfa,0xff,0xff,0xe1,0x02,0x00,0x00, +0xa4,0x32,0x00,0x00,0x83,0xeb,0xff,0xff,0xc2,0xe6,0xff,0xff,0xf0,0xfb,0xff,0xff,0x71,0xff,0xff,0xff,0x6b,0xfc,0xff,0xff,0x26,0xfb,0xff,0xff,0x1b,0xf6,0xff,0xff, +0x07,0xfe,0xff,0xff,0xba,0x09,0x00,0x00,0x23,0xfb,0xff,0xff,0x08,0xfe,0xff,0xff,0x37,0xf9,0xff,0xff,0x36,0x09,0x00,0x00,0x46,0xfa,0xff,0xff,0xeb,0xfd,0xff,0xff, +0x40,0x01,0x00,0x00,0x3a,0xf0,0xff,0xff,0xf6,0xfd,0xff,0xff,0x93,0xeb,0xff,0xff,0x58,0xfb,0xff,0xff,0x46,0xfa,0xff,0xff,0x9a,0x00,0x00,0x00,0x23,0xfd,0xff,0xff, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_res_3_block3_conv_dw_conv2d_convolution_bias, 4, 4, 512, layer_res_3_block3_conv_dw_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block3_conv_dw_conv2d_convolution_filters_data[] = { 0xe4,0x0a,0xa5,0x15,0x39,0x07,0xf1,0x03,0x8d,0x03,0x07,0x07,0x76,0xf2,0x3d,0xf6,0x11,0xf3,0xfb,0xfe,0x29,0x15,0xbc,0xff,0x15,0x1d,0xd3,0xec,0x80,0xf4,0xfd,0xf4, @@ -26990,8 +27656,18 @@ static const unsigned char layer_res_3_block3_conv_dw_conv2d_convolution_filters 0xdc,0xfe,0x3c,0x2c,0x9e,0xff,0x02,0xe5,0x28,0x0d,0xb1,0xf9,0x22,0x21,0xe4,0xa4,0xd5,0x17,0x9e,0x02,0xd7,0xeb,0xde,0xf4,0x67,0xf8,0x1b,0xf7,0x13,0xfc,0x43,0xff, 0xa6,0xf4,0x8b,0x02,0x8c,0x19,0xf7,0x04,0x79,0x17,0xae,0x01,0xd1,0x23,0x00,0x06,0x15,0x06,0x73,0xe4,0xfe,0x00,0x74,0xf7,0x91,0xe2,0x5f,0xf7,0x14,0x06,0x5d,0x11, 0x4d,0xe7,0x4a,0xd7,0xdd,0x2c,0x54,0x0e,0x50,0x0c,0xaa,0xe1,0xdb,0x0a,0xcb,0xf2,0x68,0x00,0x57,0xf3,0xbb,0xf8,0xfd,0xf9,0xa7,0xf8,0x51,0x0e,0xf7,0x05,0x9c,0x0e, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_3_block3_conv_dw_conv2d_convolution_filters, 2304, layer_res_3_block3_conv_dw_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_3_block3_conv_dw_conv2d_convolution_filters, 2, 3, 2304, layer_res_3_block3_conv_dw_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_3_block3_conv_dw_conv2d_convolution_requantize_data[] = { +0x35,0xee,0xad,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_3_block3_conv_dw_conv2d_convolution_requantize, 4, 1, 4, layer_res_3_block3_conv_dw_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block3_conv_dw_relu_prelu_slope_data[] = { 0x37,0x8b,0x0a,0x3f,0xb3,0x02,0x64,0xbf,0xfb,0x25,0x5b,0x3f,0xa8,0x48,0x9b,0xbf,0xf6,0xfb,0x64,0x3f,0xa5,0x5b,0x4b,0xbf,0x4e,0xf8,0xaf,0x3f,0xc8,0x52,0x36,0xbe, @@ -27010,16 +27686,28 @@ static const unsigned char layer_res_3_block3_conv_dw_relu_prelu_slope_data[] = 0xb1,0xac,0x07,0xbe,0xde,0xc3,0x21,0x3f,0xf4,0xdc,0x74,0xbf,0x12,0x5a,0x19,0x3f,0xc4,0xa7,0x8c,0x3f,0xfc,0x6b,0x2f,0x3f,0x56,0xee,0x66,0xbf,0x45,0x06,0xc9,0x3e, 0xd0,0x00,0x2c,0x3f,0x69,0x7d,0x8a,0xbe,0xa1,0x62,0x63,0x3f,0xf4,0x42,0xb1,0xbe,0xb5,0x29,0xab,0xbf,0xb6,0x84,0x97,0x3f,0xd9,0x03,0xf8,0x3e,0x78,0x2b,0x7f,0x3e, 0x17,0x9b,0xa5,0xbf,0xc7,0x14,0x70,0xbe,0x6f,0x4a,0x18,0x3f,0x65,0x91,0x9d,0xbf,0x17,0x46,0x0b,0x3f,0x57,0x14,0x0b,0x3f,0xab,0x2d,0x09,0x3e,0x8b,0xaf,0x3d,0x3e, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_3_block3_conv_dw_relu_prelu_slope, 512, layer_res_3_block3_conv_dw_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_res_3_block3_conv_dw_relu_prelu_slope, 4, 1, 512, layer_res_3_block3_conv_dw_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block3_conv_proj_conv2d_convolution_bias_data[] = { -0x55,0x07,0x9c,0x00,0x31,0x04,0xcc,0x03,0x4d,0xde,0xec,0x0a,0xf6,0x11,0xb8,0xfd,0xa4,0x00,0xab,0xf8,0xc7,0x0a,0x3f,0x06,0x45,0xf2,0x5a,0x03,0x02,0xf3,0x0f,0x06, -0x35,0xf7,0x0a,0x08,0x5e,0xf3,0x2b,0xfc,0x13,0xf9,0xde,0xfc,0xac,0x0d,0x50,0xff,0xf5,0x07,0x14,0xf2,0xcb,0x15,0x33,0x00,0xfd,0xff,0xf9,0x18,0x39,0xf7,0x63,0x03, -0x6c,0x05,0x7c,0x12,0x8a,0x02,0x3d,0xfd,0x6a,0x17,0x55,0xfa,0x8f,0x02,0x9b,0x0b,0x6f,0xe9,0x82,0x04,0xa5,0x11,0x71,0x12,0xc6,0xff,0x76,0xfc,0xe7,0xfe,0xef,0x03, -0x27,0xf5,0x9b,0x08,0x4b,0x04,0x23,0xfd,0x90,0xf5,0x5d,0xef,0xf1,0xf8,0x97,0xf9,0xac,0x05,0xe8,0x17,0x74,0xf8,0xd5,0xfe,0xc8,0xe2,0xec,0xde,0xce,0xd2,0x26,0x08, +0x55,0x07,0x00,0x00,0x9c,0x00,0x00,0x00,0x31,0x04,0x00,0x00,0xcc,0x03,0x00,0x00,0x4d,0xde,0xff,0xff,0xec,0x0a,0x00,0x00,0xf6,0x11,0x00,0x00,0xb8,0xfd,0xff,0xff, +0xa4,0x00,0x00,0x00,0xab,0xf8,0xff,0xff,0xc7,0x0a,0x00,0x00,0x3f,0x06,0x00,0x00,0x45,0xf2,0xff,0xff,0x5a,0x03,0x00,0x00,0x02,0xf3,0xff,0xff,0x0f,0x06,0x00,0x00, +0x35,0xf7,0xff,0xff,0x0a,0x08,0x00,0x00,0x5e,0xf3,0xff,0xff,0x2b,0xfc,0xff,0xff,0x13,0xf9,0xff,0xff,0xde,0xfc,0xff,0xff,0xac,0x0d,0x00,0x00,0x50,0xff,0xff,0xff, +0xf5,0x07,0x00,0x00,0x14,0xf2,0xff,0xff,0xcb,0x15,0x00,0x00,0x33,0x00,0x00,0x00,0xfd,0xff,0xff,0xff,0xf9,0x18,0x00,0x00,0x39,0xf7,0xff,0xff,0x63,0x03,0x00,0x00, +0x6c,0x05,0x00,0x00,0x7c,0x12,0x00,0x00,0x8a,0x02,0x00,0x00,0x3d,0xfd,0xff,0xff,0x6a,0x17,0x00,0x00,0x55,0xfa,0xff,0xff,0x8f,0x02,0x00,0x00,0x9b,0x0b,0x00,0x00, +0x6f,0xe9,0xff,0xff,0x82,0x04,0x00,0x00,0xa5,0x11,0x00,0x00,0x71,0x12,0x00,0x00,0xc6,0xff,0xff,0xff,0x76,0xfc,0xff,0xff,0xe7,0xfe,0xff,0xff,0xef,0x03,0x00,0x00, +0x27,0xf5,0xff,0xff,0x9b,0x08,0x00,0x00,0x4b,0x04,0x00,0x00,0x23,0xfd,0xff,0xff,0x90,0xf5,0xff,0xff,0x5d,0xef,0xff,0xff,0xf1,0xf8,0xff,0xff,0x97,0xf9,0xff,0xff, +0xac,0x05,0x00,0x00,0xe8,0x17,0x00,0x00,0x74,0xf8,0xff,0xff,0xd5,0xfe,0xff,0xff,0xc8,0xe2,0xff,0xff,0xec,0xde,0xff,0xff,0xce,0xd2,0xff,0xff,0x26,0x08,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_3_block3_conv_proj_conv2d_convolution_bias, 128, layer_res_3_block3_conv_proj_conv2d_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_res_3_block3_conv_proj_conv2d_convolution_bias, 4, 4, 256, layer_res_3_block3_conv_proj_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block3_conv_proj_conv2d_convolution_filters_data[] = { 0x4d,0xfc,0x16,0xfd,0x75,0xf5,0x03,0xcb,0x9b,0xd3,0x97,0xfc,0x31,0x14,0x35,0xf3,0x2b,0x47,0x81,0xc0,0xa3,0x2e,0x9e,0x36,0xc5,0x06,0xca,0xe3,0xfb,0xd4,0x61,0xf8, @@ -27534,20 +28222,42 @@ static const unsigned char layer_res_3_block3_conv_proj_conv2d_convolution_filte 0x07,0xd4,0xe3,0x22,0x13,0x29,0x72,0x0d,0xf3,0xea,0xc3,0x07,0xe4,0x14,0x1a,0xf2,0x9b,0xea,0x3c,0xee,0x39,0xf4,0x0b,0xe1,0x94,0xef,0xef,0xf6,0xd4,0x07,0xd5,0xf5, 0x7a,0x08,0x38,0x22,0x37,0x0d,0x6b,0xd3,0x10,0xfe,0x77,0x0d,0x53,0xf3,0xc5,0x16,0x0b,0xdf,0x31,0x1d,0xf3,0x08,0x25,0x09,0xc1,0x17,0x40,0x15,0xc0,0xd6,0xa1,0x11, 0xc8,0xf1,0x44,0xf6,0x19,0xdf,0xf0,0xdf,0xaa,0x18,0xf8,0xf0,0x45,0x1b,0x5c,0xce,0x18,0xd3,0x3e,0xf2,0xd3,0xe6,0x13,0x0e,0xc2,0xf1,0x95,0x12,0x37,0xf1,0x84,0x2c, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_3_block3_conv_proj_conv2d_convolution_filters, 16384, layer_res_3_block3_conv_proj_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_3_block3_conv_proj_conv2d_convolution_filters, 2, 3, 16384, layer_res_3_block3_conv_proj_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_3_block3_conv_proj_conv2d_convolution_requantize_data[] = { +0x30,0xa6,0x7e,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_3_block3_conv_proj_conv2d_convolution_requantize, 4, 1, 4, layer_res_3_block3_conv_proj_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block3_conv_sep_conv2d_convolution_bias_data[] = { -0x6b,0x05,0xaf,0x06,0xfa,0x00,0x38,0x0e,0xa1,0xf0,0x0d,0x00,0x26,0xfe,0x7c,0x13,0xa0,0xea,0x82,0xf7,0x40,0x0a,0xca,0xeb,0x19,0xf5,0xc1,0xe7,0xab,0xff,0x26,0xff, -0x2e,0x18,0x64,0xf8,0x6d,0x06,0x6f,0x05,0xe4,0x02,0xad,0x02,0x34,0xf9,0x35,0xfc,0xca,0xfb,0x73,0xfa,0xe4,0xf2,0x15,0xf3,0xc9,0xf7,0xd6,0x0a,0x1a,0xed,0x9a,0xf8, -0xe9,0x05,0x36,0xf8,0x8f,0xfd,0xde,0xe8,0x63,0xf3,0x4a,0x04,0x5b,0x0a,0x89,0x0b,0x52,0x05,0xbe,0x02,0xdf,0xf0,0x62,0xf3,0xb0,0xfb,0x8e,0xdf,0x06,0xea,0xb7,0xf0, -0xe9,0xef,0x2a,0x02,0xf3,0x10,0xe1,0xff,0x98,0x05,0x0b,0xef,0x89,0xf4,0xb9,0x06,0x55,0x0d,0x70,0x0e,0x52,0x03,0x3b,0xf9,0xcb,0xff,0xa8,0x03,0x5b,0xfb,0x05,0xe8, -0x2f,0x03,0x01,0x06,0x16,0xf7,0xec,0xf7,0x67,0xfa,0x39,0xfe,0x18,0xf9,0x09,0xfb,0x5f,0xfa,0x92,0xfa,0x23,0x03,0x0b,0xff,0xf5,0xf2,0x6c,0xfa,0xd1,0xfc,0x8b,0xf8, -0x3c,0xf6,0xdd,0xf9,0x1b,0x05,0xab,0xf3,0x3d,0xf8,0x11,0xfe,0x5e,0x06,0x4e,0x07,0xf4,0x06,0x3e,0xf5,0x84,0xf4,0x57,0xec,0xea,0xf9,0xcb,0x08,0xba,0xfb,0x51,0xf9, -0x67,0xfd,0x90,0xfe,0xc3,0x06,0xd7,0x09,0x60,0xf8,0xf3,0xeb,0x57,0xef,0x93,0xf6,0x9a,0x02,0x57,0x00,0x1d,0xfa,0x2e,0x08,0xb0,0xf6,0x9b,0xe3,0xc2,0x04,0x8b,0xf9, -0x4f,0xfc,0x29,0xfd,0x06,0x09,0xe5,0x0c,0xcd,0xf6,0x61,0x06,0xf9,0x03,0x89,0xf2,0xc3,0xf5,0x04,0x11,0x85,0xff,0xbc,0xf8,0x58,0xf7,0x2b,0xfb,0x00,0xfb,0xa2,0xeb, -}; -DEFINE_TENSOR(layer_res_3_block3_conv_sep_conv2d_convolution_bias, 256, layer_res_3_block3_conv_sep_conv2d_convolution_bias_data, 1.000000) +0x6b,0x05,0x00,0x00,0xaf,0x06,0x00,0x00,0xfa,0x00,0x00,0x00,0x38,0x0e,0x00,0x00,0xa1,0xf0,0xff,0xff,0x0d,0x00,0x00,0x00,0x26,0xfe,0xff,0xff,0x7c,0x13,0x00,0x00, +0xa0,0xea,0xff,0xff,0x82,0xf7,0xff,0xff,0x40,0x0a,0x00,0x00,0xca,0xeb,0xff,0xff,0x19,0xf5,0xff,0xff,0xc1,0xe7,0xff,0xff,0xab,0xff,0xff,0xff,0x26,0xff,0xff,0xff, +0x2e,0x18,0x00,0x00,0x64,0xf8,0xff,0xff,0x6d,0x06,0x00,0x00,0x6f,0x05,0x00,0x00,0xe4,0x02,0x00,0x00,0xad,0x02,0x00,0x00,0x34,0xf9,0xff,0xff,0x35,0xfc,0xff,0xff, +0xca,0xfb,0xff,0xff,0x73,0xfa,0xff,0xff,0xe4,0xf2,0xff,0xff,0x15,0xf3,0xff,0xff,0xc9,0xf7,0xff,0xff,0xd6,0x0a,0x00,0x00,0x1a,0xed,0xff,0xff,0x9a,0xf8,0xff,0xff, +0xe9,0x05,0x00,0x00,0x36,0xf8,0xff,0xff,0x8f,0xfd,0xff,0xff,0xde,0xe8,0xff,0xff,0x63,0xf3,0xff,0xff,0x4a,0x04,0x00,0x00,0x5b,0x0a,0x00,0x00,0x89,0x0b,0x00,0x00, +0x52,0x05,0x00,0x00,0xbe,0x02,0x00,0x00,0xdf,0xf0,0xff,0xff,0x62,0xf3,0xff,0xff,0xb0,0xfb,0xff,0xff,0x8e,0xdf,0xff,0xff,0x06,0xea,0xff,0xff,0xb7,0xf0,0xff,0xff, +0xe9,0xef,0xff,0xff,0x2a,0x02,0x00,0x00,0xf3,0x10,0x00,0x00,0xe1,0xff,0xff,0xff,0x98,0x05,0x00,0x00,0x0b,0xef,0xff,0xff,0x89,0xf4,0xff,0xff,0xb9,0x06,0x00,0x00, +0x55,0x0d,0x00,0x00,0x70,0x0e,0x00,0x00,0x52,0x03,0x00,0x00,0x3b,0xf9,0xff,0xff,0xcb,0xff,0xff,0xff,0xa8,0x03,0x00,0x00,0x5b,0xfb,0xff,0xff,0x05,0xe8,0xff,0xff, +0x2f,0x03,0x00,0x00,0x01,0x06,0x00,0x00,0x16,0xf7,0xff,0xff,0xec,0xf7,0xff,0xff,0x67,0xfa,0xff,0xff,0x39,0xfe,0xff,0xff,0x18,0xf9,0xff,0xff,0x09,0xfb,0xff,0xff, +0x5f,0xfa,0xff,0xff,0x92,0xfa,0xff,0xff,0x23,0x03,0x00,0x00,0x0b,0xff,0xff,0xff,0xf5,0xf2,0xff,0xff,0x6c,0xfa,0xff,0xff,0xd1,0xfc,0xff,0xff,0x8b,0xf8,0xff,0xff, +0x3c,0xf6,0xff,0xff,0xdd,0xf9,0xff,0xff,0x1b,0x05,0x00,0x00,0xab,0xf3,0xff,0xff,0x3d,0xf8,0xff,0xff,0x11,0xfe,0xff,0xff,0x5e,0x06,0x00,0x00,0x4e,0x07,0x00,0x00, +0xf4,0x06,0x00,0x00,0x3e,0xf5,0xff,0xff,0x84,0xf4,0xff,0xff,0x57,0xec,0xff,0xff,0xea,0xf9,0xff,0xff,0xcb,0x08,0x00,0x00,0xba,0xfb,0xff,0xff,0x51,0xf9,0xff,0xff, +0x67,0xfd,0xff,0xff,0x90,0xfe,0xff,0xff,0xc3,0x06,0x00,0x00,0xd7,0x09,0x00,0x00,0x60,0xf8,0xff,0xff,0xf3,0xeb,0xff,0xff,0x57,0xef,0xff,0xff,0x93,0xf6,0xff,0xff, +0x9a,0x02,0x00,0x00,0x57,0x00,0x00,0x00,0x1d,0xfa,0xff,0xff,0x2e,0x08,0x00,0x00,0xb0,0xf6,0xff,0xff,0x9b,0xe3,0xff,0xff,0xc2,0x04,0x00,0x00,0x8b,0xf9,0xff,0xff, +0x4f,0xfc,0xff,0xff,0x29,0xfd,0xff,0xff,0x06,0x09,0x00,0x00,0xe5,0x0c,0x00,0x00,0xcd,0xf6,0xff,0xff,0x61,0x06,0x00,0x00,0xf9,0x03,0x00,0x00,0x89,0xf2,0xff,0xff, +0xc3,0xf5,0xff,0xff,0x04,0x11,0x00,0x00,0x85,0xff,0xff,0xff,0xbc,0xf8,0xff,0xff,0x58,0xf7,0xff,0xff,0x2b,0xfb,0xff,0xff,0x00,0xfb,0xff,0xff,0xa2,0xeb,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_res_3_block3_conv_sep_conv2d_convolution_bias, 4, 4, 512, layer_res_3_block3_conv_sep_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block3_conv_sep_conv2d_convolution_filters_data[] = { 0x15,0x03,0x06,0x00,0xc6,0xfa,0xd8,0x1c,0xe5,0xea,0xf0,0xf0,0x4c,0x19,0x9e,0xf1,0x73,0xf9,0x83,0xfb,0x55,0x1d,0x61,0x14,0x6f,0x04,0xa8,0x19,0x5a,0xe2,0x51,0xe6, @@ -28062,8 +28772,18 @@ static const unsigned char layer_res_3_block3_conv_sep_conv2d_convolution_filter 0x35,0x22,0x00,0xf6,0x3e,0x18,0x39,0xdc,0x0c,0x13,0x7a,0x1a,0xf4,0x02,0xa5,0xd3,0xf7,0xf5,0xa3,0x14,0xdc,0x04,0xd9,0xe5,0x42,0x0d,0x35,0xf8,0x4f,0x1c,0x9b,0x2f, 0x09,0x34,0xe8,0xe4,0xee,0xf8,0x0d,0x0c,0xd9,0x3c,0x68,0xd7,0xd5,0xd0,0x55,0xdd,0xcd,0xef,0x45,0x15,0xa6,0x34,0xa1,0xc5,0x5f,0xff,0xfd,0xe6,0xe2,0x20,0x2a,0x1a, 0x2b,0xff,0xd4,0xc9,0x01,0x12,0xec,0xeb,0x43,0xfc,0xe0,0xd8,0xf6,0x10,0xc2,0xfd,0x72,0x31,0x4b,0x1d,0x37,0xf0,0xb2,0x05,0x28,0x06,0xf0,0xe6,0x55,0xb8,0x72,0xe1, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_3_block3_conv_sep_conv2d_convolution_filters, 16384, layer_res_3_block3_conv_sep_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_3_block3_conv_sep_conv2d_convolution_filters, 2, 3, 16384, layer_res_3_block3_conv_sep_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_3_block3_conv_sep_conv2d_convolution_requantize_data[] = { +0x77,0x9d,0x61,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_3_block3_conv_sep_conv2d_convolution_requantize, 4, 1, 4, layer_res_3_block3_conv_sep_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_3_block3_conv_sep_relu_prelu_slope_data[] = { 0x8b,0xb5,0x46,0xbe,0x02,0xb0,0x31,0x3f,0xdc,0xd2,0x21,0x3f,0x2e,0x39,0x0f,0x3f,0x0c,0xeb,0xf9,0x3b,0x01,0x17,0x91,0x3f,0x75,0xd7,0xc1,0xbe,0x3b,0x62,0xae,0xbd, @@ -28082,28 +28802,52 @@ static const unsigned char layer_res_3_block3_conv_sep_relu_prelu_slope_data[] = 0x65,0x52,0x6e,0x3e,0x0e,0x9d,0xcf,0x3e,0xc4,0x24,0x1a,0x3f,0x57,0xba,0x46,0xbf,0xe4,0xc5,0x56,0x3e,0x5e,0x20,0x1e,0xbe,0xa8,0x3f,0x88,0x3f,0xc1,0x41,0x1f,0xbe, 0x05,0x1a,0xd8,0xbd,0x1e,0xf7,0xdf,0x3e,0x3b,0x3c,0x88,0xbf,0x92,0x82,0x7d,0x3f,0x8d,0x74,0x95,0x3f,0x76,0x5e,0x9b,0x3d,0x12,0xd9,0x4d,0xbf,0xef,0xfc,0x1f,0xbe, 0xb5,0x8f,0x8d,0x3f,0x1d,0x1a,0xdf,0xbe,0xf1,0xce,0x00,0x3f,0x75,0x73,0x51,0x3f,0xfc,0xd4,0x7a,0xbe,0x3d,0xd0,0xef,0x3d,0x47,0xd7,0x48,0x3f,0xa5,0xd8,0x15,0xbe, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_3_block3_conv_sep_relu_prelu_slope, 512, layer_res_3_block3_conv_sep_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_res_3_block3_conv_sep_relu_prelu_slope, 4, 1, 512, layer_res_3_block3_conv_sep_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block0_conv_dw_conv2d_convolution_bias_data[] = { -0xf5,0xfd,0x0f,0xfe,0x5e,0xf0,0x59,0xff,0x72,0xe1,0xd3,0x0e,0x3c,0x27,0xe5,0xfc,0xe8,0xfd,0x44,0x0e,0x06,0xf7,0xf5,0x20,0x42,0xf5,0xa0,0x01,0xf0,0x16,0x33,0x00, -0xe8,0x0d,0xf5,0x01,0x05,0xfe,0x04,0xfc,0xa1,0x00,0xfe,0x08,0xa9,0x00,0xfb,0x09,0x4a,0x00,0x99,0x06,0x22,0xf3,0xbc,0x10,0xb2,0xe9,0x84,0xe8,0xcc,0x07,0xfb,0x04, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_res_4_block0_conv_dw_conv2d_convolution_bias, 4, 4, 1024, layer_res_4_block0_conv_dw_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block0_conv_dw_conv2d_convolution_filters_data[] = { 0x60,0xfe,0x43,0xfb,0xe7,0x01,0xcf,0xe8,0x68,0x03,0xe1,0x1f,0x67,0xf4,0x95,0x02,0xbc,0x08,0x24,0xfd,0x7c,0xfd,0xd8,0x00,0xa5,0x10,0xc4,0xc3,0x71,0x38,0x92,0xf8, @@ -28250,8 +28994,18 @@ static const unsigned char layer_res_4_block0_conv_dw_conv2d_convolution_filters 0xf1,0xfb,0xa5,0xe2,0x87,0xfb,0x38,0xf4,0x45,0xff,0xbb,0xf0,0x67,0x03,0x5a,0xec,0xce,0x01,0xa6,0x09,0xb3,0x36,0x0e,0x0a,0xeb,0x0f,0xfa,0x25,0xc1,0x0f,0x3e,0xf8, 0x00,0xef,0xff,0xf8,0x71,0xfc,0x47,0x0f,0xe9,0xfb,0x09,0xf6,0x2e,0x04,0xab,0x07,0x99,0xd4,0xc2,0x37,0x00,0xf4,0x54,0xf4,0x09,0x0b,0x7f,0x03,0x86,0xf7,0xc7,0xee, 0x75,0xf7,0x3d,0xe8,0x95,0xf7,0x83,0xe7,0xe4,0xf2,0xd4,0x32,0xdc,0xf2,0x17,0x02,0x44,0x40,0x25,0x02,0x2e,0xfc,0xec,0x16,0xc6,0xfd,0xbe,0xf9,0xf7,0xe4,0x40,0xfb, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_4_block0_conv_dw_conv2d_convolution_filters, 4608, layer_res_4_block0_conv_dw_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_4_block0_conv_dw_conv2d_convolution_filters, 2, 3, 4608, layer_res_4_block0_conv_dw_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_4_block0_conv_dw_conv2d_convolution_requantize_data[] = { +0xb8,0x5a,0x98,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_4_block0_conv_dw_conv2d_convolution_requantize, 4, 1, 4, layer_res_4_block0_conv_dw_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block0_conv_dw_relu_prelu_slope_data[] = { 0x0c,0x55,0x17,0x3f,0xe8,0x4e,0x28,0xbf,0xef,0x24,0x3f,0x3e,0x6a,0x3e,0x50,0x3f,0xbd,0x43,0xc7,0x3e,0x93,0x56,0x23,0xbf,0xef,0x56,0x05,0xbe,0x85,0xa4,0xee,0xbe, @@ -28286,20 +29040,36 @@ static const unsigned char layer_res_4_block0_conv_dw_relu_prelu_slope_data[] = 0xf4,0x94,0xfe,0x3e,0x37,0x5b,0x6b,0xbf,0x9c,0xa1,0xfe,0x3e,0x02,0x4a,0xb2,0xbc,0x50,0x54,0x29,0x3f,0xf5,0x54,0x3a,0x3f,0x64,0x06,0x2f,0x3f,0x5b,0x98,0x3e,0xbf, 0x30,0x26,0x0c,0xbf,0x4b,0xbc,0x9d,0xbe,0xad,0x9c,0xf0,0x3e,0x95,0x8a,0x6f,0xbd,0xad,0x0b,0xcb,0x3e,0x24,0x34,0xb9,0xbe,0x21,0xa1,0xbc,0xbc,0x73,0xfb,0x39,0xbf, 0xe9,0xdd,0xd1,0x3d,0x9e,0xb6,0x65,0x3e,0xdb,0xb7,0x80,0x3f,0x96,0x72,0x1e,0xbe,0x96,0x87,0x23,0x3e,0xa2,0xd0,0x6b,0xbf,0xd5,0x3e,0x20,0xbf,0xc5,0x0e,0x7a,0xbe, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_4_block0_conv_dw_relu_prelu_slope, 1024, layer_res_4_block0_conv_dw_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_res_4_block0_conv_dw_relu_prelu_slope, 4, 1, 1024, layer_res_4_block0_conv_dw_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block0_conv_proj_conv2d_convolution_bias_data[] = { -0x24,0x12,0x06,0x16,0x7f,0x05,0x7d,0xfb,0x70,0x14,0x7d,0xfb,0x84,0xff,0x11,0x0d,0x3b,0xe3,0x19,0x06,0xc1,0xf9,0x59,0x19,0x44,0x10,0x2d,0xfb,0x5f,0xf3,0x91,0x14, -0x1d,0x1d,0x07,0xf8,0xcb,0xf5,0xca,0xf5,0xd8,0xf8,0xd8,0xf6,0x26,0xe0,0xf0,0x16,0xc9,0x06,0x79,0x18,0x49,0xf9,0x5c,0xf3,0x6a,0x0f,0x8d,0xf3,0x9d,0x09,0xf0,0xed, -0x91,0x09,0x88,0x13,0xc6,0xf5,0x72,0x15,0x4e,0xfd,0x80,0x04,0x0d,0x02,0x41,0xf8,0xac,0xf3,0x63,0xf0,0x4d,0xfb,0x17,0x0a,0xb4,0xf2,0x1c,0xee,0x6b,0x00,0xdc,0xfa, -0x34,0xf6,0xb9,0xff,0xae,0x15,0x3a,0x0e,0xcf,0x04,0x66,0x02,0x02,0xe4,0xe0,0xf8,0x5f,0xf8,0xa6,0x01,0x91,0x11,0xb6,0x14,0xc8,0x02,0x51,0x04,0x8b,0xd4,0x03,0x15, -0x93,0xf5,0xbe,0xd6,0x5e,0xf7,0x6e,0xf8,0x59,0x02,0x00,0xe0,0x24,0xfe,0x89,0xf7,0x31,0xfe,0x55,0xfa,0x2b,0x07,0x32,0x18,0xb0,0x03,0x69,0x09,0xce,0x14,0xf0,0xf4, -0x07,0x01,0x85,0xd9,0x64,0xf5,0x14,0xe5,0x0b,0xf0,0x30,0x03,0x63,0xe6,0xc6,0xfa,0xea,0x14,0x90,0x0a,0xee,0x0b,0xc8,0xe0,0x54,0x0e,0x0b,0x0e,0x96,0x16,0x65,0xf5, -0xbc,0xfe,0xd0,0x35,0xe3,0x02,0x61,0xfd,0x55,0xfb,0x60,0x05,0xbd,0x0e,0xb3,0x1b,0xbb,0xf9,0xf3,0xef,0x05,0xec,0x33,0xf0,0x14,0x0a,0x06,0xf2,0x00,0x03,0x9a,0xf6, -0xbf,0x0c,0x67,0x19,0x04,0xe6,0xfc,0x05,0x79,0x23,0xf3,0xf1,0x27,0xf8,0xe7,0xe9,0x30,0x14,0x94,0x04,0xca,0xf4,0x63,0x1d,0x23,0x13,0xbd,0x08,0xde,0x13,0x40,0xfd, -}; -DEFINE_TENSOR(layer_res_4_block0_conv_proj_conv2d_convolution_bias, 256, layer_res_4_block0_conv_proj_conv2d_convolution_bias_data, 1.000000) +0x24,0x12,0x00,0x00,0x06,0x16,0x00,0x00,0x7f,0x05,0x00,0x00,0x7d,0xfb,0xff,0xff,0x70,0x14,0x00,0x00,0x7d,0xfb,0xff,0xff,0x84,0xff,0xff,0xff,0x11,0x0d,0x00,0x00, +0x3b,0xe3,0xff,0xff,0x19,0x06,0x00,0x00,0xc1,0xf9,0xff,0xff,0x59,0x19,0x00,0x00,0x44,0x10,0x00,0x00,0x2d,0xfb,0xff,0xff,0x5f,0xf3,0xff,0xff,0x91,0x14,0x00,0x00, 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+DEFINE_TENSOR(layer_res_4_block0_conv_proj_conv2d_convolution_bias, 4, 4, 512, layer_res_4_block0_conv_proj_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block0_conv_proj_conv2d_convolution_filters_data[] = { 0x0e,0xb4,0x59,0xe1,0x44,0x0c,0x0a,0x19,0x9f,0x15,0xa0,0xd5,0xf2,0xfc,0x3e,0x29,0x8f,0x0c,0x9b,0x1b,0xed,0x07,0x86,0xe5,0x49,0xe5,0xfb,0xec,0x30,0xf3,0x47,0xff, @@ -30350,28 +31120,58 @@ static const unsigned char layer_res_4_block0_conv_proj_conv2d_convolution_filte 0xaf,0xc2,0xa9,0xf8,0xe4,0xfa,0xa2,0xd7,0xf1,0xc8,0xed,0x14,0x9b,0x06,0x47,0xea,0x34,0x08,0xda,0x0b,0x43,0x13,0xc9,0xf7,0x4e,0x18,0x38,0x18,0xac,0x11,0xe5,0x09, 0x53,0xed,0xfe,0xec,0x4f,0xfd,0xca,0xe2,0x98,0x06,0x3e,0x0b,0xfc,0xfb,0xbe,0x20,0x69,0x18,0x5c,0x1f,0xa6,0xf0,0x29,0xef,0xab,0xdf,0xfb,0x24,0x6f,0x19,0x63,0x0b, 0x2c,0x2a,0x1a,0xfc,0x9c,0x33,0x56,0xc6,0x70,0x1c,0x82,0x0e,0xf0,0x11,0x77,0xf4,0x87,0xf2,0x4b,0xef,0x4f,0x05,0x61,0x0b,0x87,0x33,0x02,0xfc,0xd2,0x1c,0x95,0x18, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_4_block0_conv_proj_conv2d_convolution_filters, 65536, layer_res_4_block0_conv_proj_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_4_block0_conv_proj_conv2d_convolution_filters, 2, 3, 65536, layer_res_4_block0_conv_proj_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_4_block0_conv_proj_conv2d_convolution_requantize_data[] = { 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unsigned char layer_res_4_block0_conv_sep_conv2d_convolution_filters_data[] = { 0xa5,0x22,0x68,0xef,0x6a,0xe8,0xc7,0xea,0x65,0x04,0x15,0x0b,0x82,0x10,0x45,0xf2,0x62,0x0a,0xf9,0x2e,0x26,0x29,0x6b,0xe8,0x6d,0x08,0x50,0xf1,0xf0,0x02,0xc0,0x06, @@ -32422,8 +33222,18 @@ static const unsigned char layer_res_4_block0_conv_sep_conv2d_convolution_filter 0x8f,0x0c,0xf7,0xf9,0x61,0x0a,0x9b,0x07,0x93,0xe2,0x7c,0xfc,0x4d,0xf1,0x8d,0xeb,0x0b,0xf2,0x38,0xe7,0xe8,0x27,0x3b,0xf9,0x8d,0xe5,0xc2,0xeb,0xc4,0x17,0x3e,0xfc, 0x7b,0xd9,0x05,0x06,0xc5,0x07,0x06,0x03,0xb0,0xed,0xf0,0x13,0x2c,0x06,0xcb,0x05,0xf4,0xee,0x7f,0xfc,0x93,0xff,0xac,0xf7,0x7a,0xfb,0x33,0x0c,0xa2,0x10,0x1a,0x0c, 0xa2,0xfc,0x36,0x00,0xf9,0x21,0x28,0xf5,0x49,0xee,0xea,0xf4,0x46,0xfd,0xa3,0xf9,0x68,0x06,0x61,0xf1,0x72,0x00,0xc1,0x08,0x16,0x2e,0x0c,0x03,0xef,0xe0,0x2b,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_4_block0_conv_sep_conv2d_convolution_filters, 65536, layer_res_4_block0_conv_sep_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_4_block0_conv_sep_conv2d_convolution_filters, 2, 3, 65536, layer_res_4_block0_conv_sep_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_4_block0_conv_sep_conv2d_convolution_requantize_data[] = { +0x47,0x3e,0x3c,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_4_block0_conv_sep_conv2d_convolution_requantize, 4, 1, 4, layer_res_4_block0_conv_sep_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block0_conv_sep_relu_prelu_slope_data[] = { 0xe1,0xcc,0xbe,0x3e,0x1f,0x9c,0x92,0x3f,0xcc,0x03,0xdb,0x3e,0x47,0x1e,0x22,0x3f,0xcf,0x0f,0x58,0xbf,0xc8,0x52,0xbf,0x3e,0x4d,0xb5,0x67,0x3c,0x96,0x4b,0x79,0x3f, @@ -32458,28 +33268,52 @@ static const unsigned char layer_res_4_block0_conv_sep_relu_prelu_slope_data[] = 0x6d,0xb7,0x0e,0x3d,0xde,0x38,0xcb,0x3e,0x83,0x3e,0xa5,0xbe,0xec,0x16,0x26,0x3f,0xbb,0x67,0xac,0x3f,0xbe,0xbf,0x21,0xbf,0x5a,0x92,0xb2,0x3e,0x72,0x30,0x64,0x3f, 0x53,0xa1,0xdc,0x3e,0xc5,0xc1,0xb9,0x3e,0xf1,0x74,0x33,0x3f,0x87,0x30,0x38,0x3f,0x27,0x4e,0x5a,0x3f,0xd5,0xb3,0x3b,0x3f,0x50,0x12,0x43,0x3f,0xa9,0x34,0x4f,0x3f, 0x71,0x30,0x23,0x3f,0x04,0xa4,0x98,0x3d,0xdd,0xb4,0x8f,0x3f,0xd5,0xc2,0x02,0x3f,0xc3,0xc0,0x8a,0x3f,0xa6,0x37,0xc3,0x3d,0x8e,0x70,0x70,0x3f,0xf9,0x2b,0xdc,0x3e, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_4_block0_conv_sep_relu_prelu_slope, 1024, layer_res_4_block0_conv_sep_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_res_4_block0_conv_sep_relu_prelu_slope, 4, 1, 1024, layer_res_4_block0_conv_sep_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block1_conv_dw_conv2d_convolution_bias_data[] = { -0x98,0x0b,0x53,0xf8,0x45,0xed,0x9d,0x0a,0x4f,0xfc,0x35,0x07,0x95,0xff,0x05,0xee,0x56,0x00,0xd4,0x08,0xcc,0xec,0xc7,0xfe,0x44,0xfc,0x37,0x05,0xff,0xfe,0x85,0xef, -0x2f,0x00,0xaf,0xf7,0xf8,0xfd,0x4e,0xfe,0xea,0xe1,0xff,0xf4,0x41,0x03,0xc8,0x1c,0xed,0xfa,0xc9,0x00,0x9c,0xfe,0x42,0xef,0xd1,0xff,0x7e,0x05,0x59,0x0f,0x27,0x1c, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_res_4_block1_conv_dw_conv2d_convolution_bias, 4, 4, 1024, layer_res_4_block1_conv_dw_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block1_conv_dw_conv2d_convolution_filters_data[] = { 0xb4,0x07,0xd5,0x30,0x05,0x0b,0x42,0x03,0x2c,0x18,0x57,0xff,0x54,0x05,0x43,0xff,0x33,0x06,0x58,0x02,0xa9,0x20,0xf3,0x0e,0xbe,0x05,0x01,0xfe,0xf0,0x1f,0xb5,0xf9, @@ -32626,8 +33460,18 @@ static const unsigned char layer_res_4_block1_conv_dw_conv2d_convolution_filters 0xc8,0xfc,0xd1,0xf8,0x48,0xfc,0x54,0x39,0xd1,0x22,0x1e,0xf0,0xa8,0x18,0x73,0x01,0x02,0xea,0x9c,0xf4,0x97,0xf3,0x29,0x00,0x58,0x16,0x68,0x44,0xfd,0x13,0x5b,0xf4, 0x7f,0xf4,0x62,0xf8,0x43,0x03,0x0c,0x04,0x02,0x05,0x6c,0x05,0xb1,0x26,0x3c,0x04,0xe1,0xfc,0x04,0x07,0x4f,0xfc,0x86,0xff,0x90,0xfd,0x9c,0xff,0x8f,0x00,0x23,0xf0, 0x80,0x00,0xcc,0xe2,0x6e,0x30,0x1d,0xe3,0x7c,0xfc,0xc5,0xe6,0x52,0xfe,0x56,0xf7,0xcc,0xf6,0x41,0xfa,0x49,0xfe,0x79,0xe3,0xe0,0xfb,0x47,0x21,0x68,0x0c,0xd5,0x23, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_4_block1_conv_dw_conv2d_convolution_filters, 4608, layer_res_4_block1_conv_dw_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_4_block1_conv_dw_conv2d_convolution_filters, 2, 3, 4608, layer_res_4_block1_conv_dw_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_4_block1_conv_dw_conv2d_convolution_requantize_data[] = { +0xb2,0x9c,0x9c,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_4_block1_conv_dw_conv2d_convolution_requantize, 4, 1, 4, layer_res_4_block1_conv_dw_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block1_conv_dw_relu_prelu_slope_data[] = { 0x73,0xba,0x25,0xbf,0x76,0xe5,0x1a,0x3e,0x42,0x91,0x90,0x3e,0xae,0xb8,0x62,0x3f,0x30,0x7b,0x69,0x3f,0x86,0x56,0x91,0xbc,0x29,0xc5,0x8f,0xbf,0xfb,0xf6,0xce,0x3e, @@ -32662,20 +33506,36 @@ static const unsigned char layer_res_4_block1_conv_dw_relu_prelu_slope_data[] = 0xca,0x28,0x0c,0x3f,0x62,0x2e,0x15,0x3f,0x6e,0xa9,0x6c,0xbf,0x03,0xcd,0x93,0xbf,0x6d,0x9d,0xde,0x3d,0xf4,0xb1,0x37,0xbf,0x8c,0x56,0x81,0xbf,0xc0,0x41,0x3f,0xbf, 0xdb,0x36,0x81,0xbf,0x5b,0x61,0xa5,0x3e,0x85,0x0b,0xd9,0x3e,0x35,0x14,0xfd,0xbe,0x39,0x50,0x07,0x3f,0xef,0xbd,0x28,0xbf,0x2a,0x68,0x31,0x3f,0x05,0x62,0x20,0xbe, 0x3b,0x1b,0xcc,0x3e,0xe7,0xe1,0x05,0x3f,0x63,0x88,0x7e,0x3d,0x5e,0x14,0x8d,0x3e,0x19,0x91,0x38,0xbe,0x6b,0x3e,0xfd,0x3e,0xb1,0x0e,0x89,0x3f,0x3d,0xc7,0xf5,0xbe, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_4_block1_conv_dw_relu_prelu_slope, 1024, layer_res_4_block1_conv_dw_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_res_4_block1_conv_dw_relu_prelu_slope, 4, 1, 1024, layer_res_4_block1_conv_dw_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block1_conv_proj_conv2d_convolution_bias_data[] = { -0xcd,0xe6,0xbf,0x22,0xa5,0xee,0x6d,0xe5,0xc4,0xe4,0x6e,0x04,0x1a,0x14,0x96,0x09,0x09,0xfb,0x08,0x0c,0xe9,0x10,0xbf,0xf3,0xa3,0xfe,0xd3,0xd6,0xe2,0x03,0xf9,0x25, -0xd3,0x12,0xc9,0x03,0x09,0x1d,0x40,0xeb,0x64,0xf6,0x0a,0x14,0x11,0xf8,0x62,0xc9,0x01,0x0c,0x2e,0x03,0x28,0x09,0x77,0xec,0x50,0x0f,0xaa,0x1c,0x1b,0x03,0x50,0xf9, -0x03,0xef,0x77,0xe3,0x2e,0xfc,0xc0,0x0c,0x7b,0x07,0x5e,0xd6,0x3e,0xe5,0xf9,0x13,0x60,0x14,0xc5,0x19,0x84,0x14,0x4c,0xfe,0xe2,0xfe,0x0e,0xfa,0x94,0xf7,0x06,0x0c, -0xb3,0x20,0xf6,0xf1,0x69,0xe1,0x04,0xfc,0x9c,0xdc,0x8a,0x02,0x26,0x21,0x73,0x3a,0xef,0x22,0x3f,0xe5,0x26,0xe0,0xe6,0x07,0x71,0xe9,0xb6,0x13,0x09,0x13,0xcd,0x04, -0xfb,0xf3,0x91,0x0e,0x9a,0xcd,0xb7,0xf7,0x57,0xff,0xd7,0xf4,0x0e,0xf3,0xcd,0xda,0xb1,0x10,0x91,0xd1,0xee,0xfd,0x92,0x0c,0xce,0xec,0x95,0x00,0x36,0x0b,0x4d,0x04, -0xf7,0x00,0x7e,0xfb,0xd8,0xc8,0xaa,0xfa,0xbd,0xf2,0xf1,0xf2,0xc4,0x1e,0x36,0xfe,0x0e,0x15,0x9d,0xea,0x31,0xf1,0x87,0xfa,0xd5,0xeb,0x38,0x00,0xe8,0x1b,0xf1,0xd6, -0xd4,0xfa,0x89,0x24,0x20,0x12,0x94,0x13,0xd7,0x15,0xbe,0xe5,0xaa,0x0c,0x6b,0x1d,0xb9,0x12,0xa1,0x09,0x24,0xf1,0x93,0xff,0x5f,0x0e,0x00,0x08,0x54,0x01,0xf1,0x24, -0x4c,0xed,0x90,0xfb,0xb8,0xf7,0xf1,0x1a,0x01,0xf7,0x6b,0xe9,0xa0,0xd6,0x8a,0xfe,0x5b,0xe6,0xba,0xd9,0x87,0x05,0x79,0x1e,0x92,0xf8,0x80,0xe0,0xbd,0x1f,0x37,0x05, -}; -DEFINE_TENSOR(layer_res_4_block1_conv_proj_conv2d_convolution_bias, 256, layer_res_4_block1_conv_proj_conv2d_convolution_bias_data, 1.000000) +0xcd,0xe6,0xff,0xff,0xbf,0x22,0x00,0x00,0xa5,0xee,0xff,0xff,0x6d,0xe5,0xff,0xff,0xc4,0xe4,0xff,0xff,0x6e,0x04,0x00,0x00,0x1a,0x14,0x00,0x00,0x96,0x09,0x00,0x00, +0x09,0xfb,0xff,0xff,0x08,0x0c,0x00,0x00,0xe9,0x10,0x00,0x00,0xbf,0xf3,0xff,0xff,0xa3,0xfe,0xff,0xff,0xd3,0xd6,0xff,0xff,0xe2,0x03,0x00,0x00,0xf9,0x25,0x00,0x00, +0xd3,0x12,0x00,0x00,0xc9,0x03,0x00,0x00,0x09,0x1d,0x00,0x00,0x40,0xeb,0xff,0xff,0x64,0xf6,0xff,0xff,0x0a,0x14,0x00,0x00,0x11,0xf8,0xff,0xff,0x62,0xc9,0xff,0xff, +0x01,0x0c,0x00,0x00,0x2e,0x03,0x00,0x00,0x28,0x09,0x00,0x00,0x77,0xec,0xff,0xff,0x50,0x0f,0x00,0x00,0xaa,0x1c,0x00,0x00,0x1b,0x03,0x00,0x00,0x50,0xf9,0xff,0xff, +0x03,0xef,0xff,0xff,0x77,0xe3,0xff,0xff,0x2e,0xfc,0xff,0xff,0xc0,0x0c,0x00,0x00,0x7b,0x07,0x00,0x00,0x5e,0xd6,0xff,0xff,0x3e,0xe5,0xff,0xff,0xf9,0x13,0x00,0x00, +0x60,0x14,0x00,0x00,0xc5,0x19,0x00,0x00,0x84,0x14,0x00,0x00,0x4c,0xfe,0xff,0xff,0xe2,0xfe,0xff,0xff,0x0e,0xfa,0xff,0xff,0x94,0xf7,0xff,0xff,0x06,0x0c,0x00,0x00, +0xb3,0x20,0x00,0x00,0xf6,0xf1,0xff,0xff,0x69,0xe1,0xff,0xff,0x04,0xfc,0xff,0xff,0x9c,0xdc,0xff,0xff,0x8a,0x02,0x00,0x00,0x26,0x21,0x00,0x00,0x73,0x3a,0x00,0x00, +0xef,0x22,0x00,0x00,0x3f,0xe5,0xff,0xff,0x26,0xe0,0xff,0xff,0xe6,0x07,0x00,0x00,0x71,0xe9,0xff,0xff,0xb6,0x13,0x00,0x00,0x09,0x13,0x00,0x00,0xcd,0x04,0x00,0x00, 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+DEFINE_TENSOR(layer_res_4_block1_conv_proj_conv2d_convolution_bias, 4, 4, 512, layer_res_4_block1_conv_proj_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block1_conv_proj_conv2d_convolution_filters_data[] = { 0x72,0x1e,0xc5,0xf9,0x4a,0xc1,0xb8,0x12,0x12,0x30,0xe4,0xfb,0xb5,0x12,0xf0,0x09,0x88,0x57,0x8f,0x29,0x08,0x39,0x04,0x22,0xa5,0x16,0xfe,0xef,0x15,0x09,0x4c,0x2f, @@ -34726,28 +35586,58 @@ static const unsigned char layer_res_4_block1_conv_proj_conv2d_convolution_filte 0xd5,0x13,0x02,0x16,0xb8,0x09,0x30,0x00,0x82,0x0b,0x62,0xfb,0x34,0x1c,0x32,0x04,0x20,0x1a,0x7b,0x02,0x35,0x1c,0xfc,0x0d,0xd5,0x19,0x28,0xcc,0xe0,0xfc,0xdc,0x12, 0x29,0x0e,0x45,0xfb,0xdc,0xd3,0xa6,0x1d,0xa6,0x06,0xa2,0xf7,0x9e,0xff,0x04,0x45,0x49,0x17,0x50,0x01,0x26,0xd6,0x15,0xec,0x39,0xe7,0x57,0xfb,0x79,0xef,0xfd,0xec, 0xe6,0xf6,0xc8,0xd6,0x0b,0xfd,0x40,0x19,0x9d,0x03,0xa7,0xec,0x89,0xfc,0x2d,0xec,0xb6,0x04,0x45,0x2c,0x0c,0x0d,0xbb,0x1e,0xcf,0xfc,0x2a,0x14,0x41,0x04,0x5a,0xe4, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_4_block1_conv_proj_conv2d_convolution_filters, 65536, layer_res_4_block1_conv_proj_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_4_block1_conv_proj_conv2d_convolution_filters, 2, 3, 65536, layer_res_4_block1_conv_proj_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_4_block1_conv_proj_conv2d_convolution_requantize_data[] = { +0x5d,0x8b,0x81,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_4_block1_conv_proj_conv2d_convolution_requantize, 4, 1, 4, layer_res_4_block1_conv_proj_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block1_conv_sep_conv2d_convolution_bias_data[] = { 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unsigned char layer_res_4_block1_conv_sep_conv2d_convolution_filters_data[] = { 0x7e,0xec,0x5c,0xf5,0x5f,0x1d,0xf1,0x0e,0x19,0x02,0x28,0x07,0x6d,0x06,0xbc,0x16,0x49,0xe5,0x09,0x0c,0x08,0x13,0x43,0xed,0x1b,0x06,0xf7,0x20,0x8a,0x10,0x4d,0x09, @@ -36798,8 +37688,18 @@ static const unsigned char layer_res_4_block1_conv_sep_conv2d_convolution_filter 0x45,0x00,0x49,0xe2,0x78,0x16,0xc2,0xf3,0x0b,0xfc,0x87,0x07,0x1b,0xed,0x59,0xec,0x33,0xe2,0x3c,0x19,0x58,0xea,0xeb,0x01,0xf9,0x06,0x16,0x19,0x6e,0x07,0xb6,0xf5, 0xc8,0xed,0x24,0xf9,0x6e,0x0b,0xad,0x08,0x5c,0xf9,0x29,0x19,0xa1,0xf6,0x01,0xee,0x8c,0x08,0xe7,0xf1,0x4a,0xe3,0x0f,0x02,0x66,0x0e,0x09,0x19,0x95,0xed,0x6e,0x06, 0x42,0xf7,0xd9,0x2b,0xc7,0xff,0xea,0x0c,0x25,0xeb,0xef,0xf1,0x93,0xdd,0xab,0xf1,0xad,0x0c,0x62,0xf2,0x76,0xfd,0x45,0x10,0xf0,0x00,0x84,0x29,0x49,0x10,0xcb,0xea, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_4_block1_conv_sep_conv2d_convolution_filters, 65536, layer_res_4_block1_conv_sep_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_4_block1_conv_sep_conv2d_convolution_filters, 2, 3, 65536, layer_res_4_block1_conv_sep_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_4_block1_conv_sep_conv2d_convolution_requantize_data[] = { +0x8f,0x10,0x3d,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_4_block1_conv_sep_conv2d_convolution_requantize, 4, 1, 4, layer_res_4_block1_conv_sep_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block1_conv_sep_relu_prelu_slope_data[] = { 0x19,0xd6,0x12,0x3f,0xd2,0x33,0x88,0x3e,0x54,0xce,0x13,0xbe,0x9e,0x8e,0xd5,0x3e,0x44,0x48,0xe1,0xbe,0x33,0x6a,0xb2,0x3e,0x94,0xc5,0x44,0x3e,0xb0,0xcc,0x30,0xbf, @@ -36834,28 +37734,52 @@ static const unsigned char layer_res_4_block1_conv_sep_relu_prelu_slope_data[] = 0x32,0x01,0x21,0x3e,0x34,0x3f,0x14,0xbf,0xe5,0xee,0xbf,0x3e,0x03,0x8e,0xb5,0x3e,0x93,0x4a,0x40,0x3f,0x90,0xaa,0xc2,0x3e,0x59,0x6c,0x33,0x3f,0xe9,0x67,0x13,0x3f, 0xe2,0x00,0x34,0x3f,0xef,0xaf,0x60,0x3e,0xce,0x87,0xb0,0xbe,0x96,0xe0,0x16,0x3f,0x07,0x17,0x34,0xbf,0x1d,0x90,0xc1,0x3e,0x5b,0x82,0x18,0x3f,0x2e,0x9c,0x55,0x3e, 0xc5,0x28,0xd1,0xbc,0xc2,0xa7,0xa5,0xbe,0x9f,0xc9,0x42,0xbf,0x67,0x8f,0x83,0x3e,0xed,0x00,0xeb,0x3e,0x9e,0x2d,0x0d,0xbf,0x31,0xa0,0x18,0x3f,0xd5,0x75,0x2e,0x3f, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_4_block1_conv_sep_relu_prelu_slope, 1024, layer_res_4_block1_conv_sep_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_res_4_block1_conv_sep_relu_prelu_slope, 4, 1, 1024, layer_res_4_block1_conv_sep_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block2_conv_dw_conv2d_convolution_bias_data[] = { -0x1d,0xfb,0x52,0xf1,0x21,0x04,0x6f,0xfd,0xe6,0xff,0x40,0xf7,0x6d,0xf5,0xf9,0x04,0x10,0xff,0x25,0x15,0x76,0xf7,0xe8,0x00,0x64,0xff,0xc9,0xfe,0x0e,0xf1,0xf2,0xf5, -0xa6,0xf5,0xa9,0x0a,0x96,0xf0,0xa0,0xef,0x32,0x15,0x52,0xfe,0x20,0xfe,0x4f,0x05,0xf2,0xfd,0x55,0x08,0xc8,0x03,0xdd,0xfb,0xa3,0x05,0x25,0x03,0x58,0xf5,0xa3,0xfd, 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-0x88,0xeb,0x3c,0xff,0x11,0x0c,0xb9,0x09,0xe2,0x09,0x02,0x00,0xdc,0xf8,0xfd,0xf0,0xd6,0xfe,0x82,0x0d,0x8c,0xff,0xe5,0xfe,0x4e,0x08,0xab,0xee,0x7e,0xf4,0x34,0xf4, -0x2d,0x0a,0x25,0xf0,0x02,0x1c,0xe3,0x0e,0xf5,0x03,0xfa,0xfa,0x60,0x1a,0xe3,0xfb,0xb0,0x05,0x5b,0x0f,0x4f,0x00,0x3e,0xf9,0xb4,0xff,0x37,0xf9,0xc2,0xf6,0x51,0xf6, -}; -DEFINE_TENSOR(layer_res_4_block2_conv_dw_conv2d_convolution_bias, 512, layer_res_4_block2_conv_dw_conv2d_convolution_bias_data, 1.000000) +0x1d,0xfb,0xff,0xff,0x52,0xf1,0xff,0xff,0x21,0x04,0x00,0x00,0x6f,0xfd,0xff,0xff,0xe6,0xff,0xff,0xff,0x40,0xf7,0xff,0xff,0x6d,0xf5,0xff,0xff,0xf9,0x04,0x00,0x00, +0x10,0xff,0xff,0xff,0x25,0x15,0x00,0x00,0x76,0xf7,0xff,0xff,0xe8,0x00,0x00,0x00,0x64,0xff,0xff,0xff,0xc9,0xfe,0xff,0xff,0x0e,0xf1,0xff,0xff,0xf2,0xf5,0xff,0xff, +0xa6,0xf5,0xff,0xff,0xa9,0x0a,0x00,0x00,0x96,0xf0,0xff,0xff,0xa0,0xef,0xff,0xff,0x32,0x15,0x00,0x00,0x52,0xfe,0xff,0xff,0x20,0xfe,0xff,0xff,0x4f,0x05,0x00,0x00, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_res_4_block2_conv_dw_conv2d_convolution_bias, 4, 4, 1024, layer_res_4_block2_conv_dw_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block2_conv_dw_conv2d_convolution_filters_data[] = { 0xe2,0xe5,0x8e,0x01,0xc9,0x10,0x33,0xd9,0x6f,0x16,0x00,0x16,0xea,0xd0,0xf7,0x0b,0x63,0x28,0x87,0x04,0x37,0x08,0x2f,0x05,0x43,0x0e,0x25,0x11,0x10,0x0c,0xc8,0xfd, @@ -37002,8 +37926,18 @@ static const unsigned char layer_res_4_block2_conv_dw_conv2d_convolution_filters 0x6b,0x27,0x4a,0xfe,0x2a,0xd9,0xf3,0x09,0x55,0x06,0xf2,0x09,0x19,0xfa,0x96,0xe0,0xa0,0xfa,0x8c,0xf1,0xe8,0x5c,0x82,0xf3,0x6d,0xfc,0x8e,0x16,0xf6,0x0e,0xee,0xed, 0x82,0xd3,0x7c,0x44,0x74,0xfb,0x6d,0xf8,0x19,0xef,0xaa,0x0b,0x46,0xf7,0x83,0x0b,0x34,0x0d,0x5a,0x19,0x57,0x0c,0xa3,0x01,0x8b,0x04,0x57,0x02,0xd5,0xfa,0x3e,0xfa, 0x05,0xfa,0x23,0x0b,0xd3,0xfc,0x1f,0x0b,0xc0,0x17,0x2e,0xfe,0xdf,0x16,0x18,0xfb,0x8e,0xfe,0x00,0xfb,0x0a,0x0e,0x81,0x23,0x25,0x0f,0x26,0x03,0x10,0x07,0x2f,0x02, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_4_block2_conv_dw_conv2d_convolution_filters, 4608, layer_res_4_block2_conv_dw_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_4_block2_conv_dw_conv2d_convolution_filters, 2, 3, 4608, layer_res_4_block2_conv_dw_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_4_block2_conv_dw_conv2d_convolution_requantize_data[] = { +0xa5,0x94,0x64,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_4_block2_conv_dw_conv2d_convolution_requantize, 4, 1, 4, layer_res_4_block2_conv_dw_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block2_conv_dw_relu_prelu_slope_data[] = { 0xcc,0xf0,0x43,0x3f,0x4f,0x6d,0xde,0x3e,0xce,0x28,0xec,0xbe,0x34,0x6c,0xd3,0x3e,0xcd,0x0b,0x61,0xbf,0x01,0x92,0xc9,0xbe,0x33,0x7d,0xa4,0xbd,0x57,0x9b,0x00,0xbf, @@ -37038,20 +37972,36 @@ static const unsigned char layer_res_4_block2_conv_dw_relu_prelu_slope_data[] = 0x3b,0x28,0x71,0xbf,0x7c,0x53,0x0c,0xbf,0x2d,0x7b,0x72,0xbf,0x72,0xc8,0x70,0xbf,0xe4,0x54,0xe0,0xbe,0x62,0xb4,0xdd,0x3e,0x34,0x95,0xf2,0x3e,0x27,0x2a,0xfa,0x3e, 0xa4,0x33,0x21,0x3f,0x83,0xdc,0xb0,0x3e,0x73,0x86,0x41,0xbf,0x01,0xc6,0x1c,0xbf,0x81,0xbf,0xa3,0x3c,0x4b,0xac,0x96,0x3d,0x32,0x5c,0x4b,0xbf,0x6f,0x88,0xe5,0x3e, 0x7f,0xa5,0x93,0x3d,0x90,0x14,0x40,0xbe,0xce,0x37,0x6d,0xbf,0xef,0x4d,0xa7,0x3e,0x8c,0xdd,0xe3,0xbe,0x4e,0xa2,0x03,0x3e,0xdc,0x59,0xfc,0x3e,0x2d,0xe9,0xd2,0x3e, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_4_block2_conv_dw_relu_prelu_slope, 1024, layer_res_4_block2_conv_dw_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_res_4_block2_conv_dw_relu_prelu_slope, 4, 1, 1024, layer_res_4_block2_conv_dw_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block2_conv_proj_conv2d_convolution_bias_data[] = { -0xfc,0xe3,0x2b,0xf7,0x88,0xf0,0xfa,0xef,0xa7,0xe5,0x99,0xf6,0xa3,0xd5,0x2a,0x00,0x8f,0xef,0x4f,0xf6,0xea,0xfd,0x4c,0xfb,0x43,0xe5,0x5a,0xfb,0xfd,0xfc,0x73,0xfe, -0x89,0x0c,0xe6,0xff,0x7a,0x0a,0xfb,0xf2,0x27,0x0c,0x0e,0xea,0xd9,0xe6,0xfc,0x09,0x1b,0xd2,0x7f,0xef,0x48,0xeb,0xcf,0x02,0xde,0x05,0xd6,0x03,0xbf,0x05,0x07,0x02, -0x35,0xf9,0x38,0xdf,0xef,0xf9,0x2a,0x06,0x65,0x08,0x98,0x11,0xbd,0xee,0x6b,0x09,0x3a,0xe6,0x8d,0x21,0x98,0x0a,0x4e,0xef,0x42,0x18,0x12,0x19,0x3e,0x04,0xfa,0x14, -0xbc,0x0f,0xab,0x03,0x16,0x06,0x8f,0xf4,0x5c,0xde,0x70,0x05,0x54,0xeb,0xa5,0x04,0x0d,0x04,0xf3,0xfc,0x20,0xf6,0xfb,0x12,0xf1,0xe4,0xb1,0x01,0xb6,0x0e,0xd0,0xfa, -0x2a,0xee,0x09,0x11,0xf2,0xe6,0xcd,0xec,0x6a,0x0c,0xd3,0xeb,0xd7,0xe9,0xc0,0xfd,0x02,0x12,0xed,0xc1,0xaa,0x02,0xc6,0x11,0x41,0xfd,0x8a,0x08,0x8e,0xf7,0xd0,0x0d, -0xee,0x02,0xfe,0xe1,0x16,0x07,0xc1,0x00,0x63,0x14,0x16,0xff,0x73,0xe9,0x0e,0x28,0x12,0xef,0xb5,0xfc,0xc7,0x0f,0x1c,0x04,0x61,0xf8,0x56,0x02,0xaa,0xff,0x01,0x01, -0x2e,0xfe,0x02,0x11,0x74,0xf1,0xfb,0x0a,0xdc,0xfc,0x06,0xeb,0x87,0x20,0x42,0xfc,0x7a,0x03,0xad,0x02,0x02,0xf4,0x22,0xf0,0xaa,0x15,0x38,0x13,0x42,0xf5,0x93,0x1a, -0x31,0xf4,0xac,0xfd,0x95,0xed,0xd7,0x0c,0x7a,0xe9,0x70,0x15,0x63,0xfb,0x50,0xe5,0x73,0x15,0xc4,0x18,0x29,0x02,0x02,0x06,0xba,0x03,0xbf,0x15,0x57,0x1f,0xa4,0x04, -}; -DEFINE_TENSOR(layer_res_4_block2_conv_proj_conv2d_convolution_bias, 256, layer_res_4_block2_conv_proj_conv2d_convolution_bias_data, 1.000000) +0xfc,0xe3,0xff,0xff,0x2b,0xf7,0xff,0xff,0x88,0xf0,0xff,0xff,0xfa,0xef,0xff,0xff,0xa7,0xe5,0xff,0xff,0x99,0xf6,0xff,0xff,0xa3,0xd5,0xff,0xff,0x2a,0x00,0x00,0x00, +0x8f,0xef,0xff,0xff,0x4f,0xf6,0xff,0xff,0xea,0xfd,0xff,0xff,0x4c,0xfb,0xff,0xff,0x43,0xe5,0xff,0xff,0x5a,0xfb,0xff,0xff,0xfd,0xfc,0xff,0xff,0x73,0xfe,0xff,0xff, +0x89,0x0c,0x00,0x00,0xe6,0xff,0xff,0xff,0x7a,0x0a,0x00,0x00,0xfb,0xf2,0xff,0xff,0x27,0x0c,0x00,0x00,0x0e,0xea,0xff,0xff,0xd9,0xe6,0xff,0xff,0xfc,0x09,0x00,0x00, +0x1b,0xd2,0xff,0xff,0x7f,0xef,0xff,0xff,0x48,0xeb,0xff,0xff,0xcf,0x02,0x00,0x00,0xde,0x05,0x00,0x00,0xd6,0x03,0x00,0x00,0xbf,0x05,0x00,0x00,0x07,0x02,0x00,0x00, +0x35,0xf9,0xff,0xff,0x38,0xdf,0xff,0xff,0xef,0xf9,0xff,0xff,0x2a,0x06,0x00,0x00,0x65,0x08,0x00,0x00,0x98,0x11,0x00,0x00,0xbd,0xee,0xff,0xff,0x6b,0x09,0x00,0x00, +0x3a,0xe6,0xff,0xff,0x8d,0x21,0x00,0x00,0x98,0x0a,0x00,0x00,0x4e,0xef,0xff,0xff,0x42,0x18,0x00,0x00,0x12,0x19,0x00,0x00,0x3e,0x04,0x00,0x00,0xfa,0x14,0x00,0x00, +0xbc,0x0f,0x00,0x00,0xab,0x03,0x00,0x00,0x16,0x06,0x00,0x00,0x8f,0xf4,0xff,0xff,0x5c,0xde,0xff,0xff,0x70,0x05,0x00,0x00,0x54,0xeb,0xff,0xff,0xa5,0x04,0x00,0x00, +0x0d,0x04,0x00,0x00,0xf3,0xfc,0xff,0xff,0x20,0xf6,0xff,0xff,0xfb,0x12,0x00,0x00,0xf1,0xe4,0xff,0xff,0xb1,0x01,0x00,0x00,0xb6,0x0e,0x00,0x00,0xd0,0xfa,0xff,0xff, +0x2a,0xee,0xff,0xff,0x09,0x11,0x00,0x00,0xf2,0xe6,0xff,0xff,0xcd,0xec,0xff,0xff,0x6a,0x0c,0x00,0x00,0xd3,0xeb,0xff,0xff,0xd7,0xe9,0xff,0xff,0xc0,0xfd,0xff,0xff, +0x02,0x12,0x00,0x00,0xed,0xc1,0xff,0xff,0xaa,0x02,0x00,0x00,0xc6,0x11,0x00,0x00,0x41,0xfd,0xff,0xff,0x8a,0x08,0x00,0x00,0x8e,0xf7,0xff,0xff,0xd0,0x0d,0x00,0x00, +0xee,0x02,0x00,0x00,0xfe,0xe1,0xff,0xff,0x16,0x07,0x00,0x00,0xc1,0x00,0x00,0x00,0x63,0x14,0x00,0x00,0x16,0xff,0xff,0xff,0x73,0xe9,0xff,0xff,0x0e,0x28,0x00,0x00, +0x12,0xef,0xff,0xff,0xb5,0xfc,0xff,0xff,0xc7,0x0f,0x00,0x00,0x1c,0x04,0x00,0x00,0x61,0xf8,0xff,0xff,0x56,0x02,0x00,0x00,0xaa,0xff,0xff,0xff,0x01,0x01,0x00,0x00, +0x2e,0xfe,0xff,0xff,0x02,0x11,0x00,0x00,0x74,0xf1,0xff,0xff,0xfb,0x0a,0x00,0x00,0xdc,0xfc,0xff,0xff,0x06,0xeb,0xff,0xff,0x87,0x20,0x00,0x00,0x42,0xfc,0xff,0xff, +0x7a,0x03,0x00,0x00,0xad,0x02,0x00,0x00,0x02,0xf4,0xff,0xff,0x22,0xf0,0xff,0xff,0xaa,0x15,0x00,0x00,0x38,0x13,0x00,0x00,0x42,0xf5,0xff,0xff,0x93,0x1a,0x00,0x00, +0x31,0xf4,0xff,0xff,0xac,0xfd,0xff,0xff,0x95,0xed,0xff,0xff,0xd7,0x0c,0x00,0x00,0x7a,0xe9,0xff,0xff,0x70,0x15,0x00,0x00,0x63,0xfb,0xff,0xff,0x50,0xe5,0xff,0xff, +0x73,0x15,0x00,0x00,0xc4,0x18,0x00,0x00,0x29,0x02,0x00,0x00,0x02,0x06,0x00,0x00,0xba,0x03,0x00,0x00,0xbf,0x15,0x00,0x00,0x57,0x1f,0x00,0x00,0xa4,0x04,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_res_4_block2_conv_proj_conv2d_convolution_bias, 4, 4, 512, layer_res_4_block2_conv_proj_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block2_conv_proj_conv2d_convolution_filters_data[] = { 0x03,0xee,0x0d,0x3f,0xbb,0x00,0xad,0xeb,0x26,0x0b,0xb7,0x1f,0xe0,0x37,0x74,0x13,0x50,0xd2,0x58,0xff,0xce,0x10,0xe9,0x07,0x61,0x14,0xc2,0x16,0x25,0xe8,0xbe,0xea, @@ -39102,28 +40052,58 @@ static const unsigned char layer_res_4_block2_conv_proj_conv2d_convolution_filte 0x70,0xec,0xc6,0x0c,0x01,0xf9,0xb2,0xee,0x96,0x2e,0x81,0xec,0x9d,0xf7,0x05,0x0c,0x17,0xf5,0xab,0x10,0xb0,0x06,0x94,0xf5,0x9d,0x32,0xeb,0x25,0x3d,0xfe,0x27,0xe0, 0xd8,0x02,0x77,0x14,0xa4,0x08,0x6b,0x00,0x18,0x13,0x48,0xf8,0x41,0xf2,0x8c,0x05,0x3f,0x03,0x57,0xd8,0x74,0x04,0xdf,0x09,0x77,0xe2,0x53,0xe9,0xab,0x04,0x17,0xf3, 0x14,0x09,0x7b,0xf8,0x3b,0x0d,0xe3,0xc3,0xa2,0x0d,0x4a,0xef,0x9a,0x05,0x14,0x1e,0xb7,0x0f,0x4f,0xec,0xbd,0xed,0x0b,0x03,0x61,0xfd,0x3c,0xf6,0x1e,0xec,0x9f,0x05, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_4_block2_conv_proj_conv2d_convolution_filters, 65536, layer_res_4_block2_conv_proj_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_4_block2_conv_proj_conv2d_convolution_filters, 2, 3, 65536, layer_res_4_block2_conv_proj_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_4_block2_conv_proj_conv2d_convolution_requantize_data[] = { +0x7d,0x2d,0xa4,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_4_block2_conv_proj_conv2d_convolution_requantize, 4, 1, 4, layer_res_4_block2_conv_proj_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block2_conv_sep_conv2d_convolution_bias_data[] = { 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+0x78,0xf4,0xff,0xff,0x3d,0xec,0xff,0xff,0x36,0x03,0x00,0x00,0x2c,0x08,0x00,0x00,0x61,0x05,0x00,0x00,0xc1,0xf2,0xff,0xff,0xdd,0xf9,0xff,0xff,0x6e,0xed,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_res_4_block2_conv_sep_conv2d_convolution_bias, 4, 4, 1024, layer_res_4_block2_conv_sep_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block2_conv_sep_conv2d_convolution_filters_data[] = { 0x19,0x10,0xe3,0x04,0x7b,0xed,0xfa,0x00,0x1a,0x05,0x78,0xfd,0x57,0xea,0x11,0x09,0xea,0xfd,0x70,0x12,0x36,0xf2,0xea,0x03,0xf4,0x10,0x9a,0xed,0x5d,0x22,0xc4,0xf2, @@ -41174,8 +42154,18 @@ static const unsigned char layer_res_4_block2_conv_sep_conv2d_convolution_filter 0xde,0x3f,0x37,0xd3,0x4c,0xdc,0xd4,0xe9,0x83,0xf8,0xbe,0x0b,0xac,0xf6,0xb9,0xfa,0xef,0xfc,0x1f,0xde,0x69,0x05,0xf2,0xe8,0x3b,0x1f,0x59,0x10,0x42,0x1d,0xc8,0x0b, 0xcf,0x23,0xdf,0x02,0xe4,0x1a,0xc7,0xed,0x82,0x0d,0xc8,0xfd,0xba,0x2a,0x93,0xed,0x4a,0xf5,0x4f,0x16,0x2c,0xef,0xb3,0x21,0xd4,0x0e,0xec,0xe7,0x4e,0x12,0xc3,0x1e, 0xcd,0xfa,0x9b,0xe8,0x5b,0xd7,0xbc,0xe9,0x77,0xcb,0xc1,0xf5,0xa5,0xfc,0x79,0xed,0x15,0x23,0xed,0xe5,0xb6,0x0b,0xec,0xff,0x1d,0x18,0xf2,0x22,0x98,0x14,0x7e,0xd6, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_4_block2_conv_sep_conv2d_convolution_filters, 65536, layer_res_4_block2_conv_sep_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_4_block2_conv_sep_conv2d_convolution_filters, 2, 3, 65536, layer_res_4_block2_conv_sep_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_4_block2_conv_sep_conv2d_convolution_requantize_data[] = { +0x86,0xca,0x80,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_4_block2_conv_sep_conv2d_convolution_requantize, 4, 1, 4, layer_res_4_block2_conv_sep_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block2_conv_sep_relu_prelu_slope_data[] = { 0x8f,0x3e,0x09,0xbe,0x71,0xf4,0x2f,0xbf,0x78,0x05,0xfe,0x3e,0xd3,0xc8,0xa7,0x3e,0xa4,0x6b,0xbe,0x3e,0xc3,0x0a,0xef,0x3e,0x49,0x19,0xeb,0x3d,0x3a,0x1f,0xfa,0x3e, @@ -41210,28 +42200,52 @@ static const unsigned char layer_res_4_block2_conv_sep_relu_prelu_slope_data[] = 0x0f,0x93,0x2f,0x3f,0xe3,0xd0,0x0d,0x3f,0x12,0xec,0xef,0x3e,0x33,0x65,0xee,0x3e,0xa5,0x91,0xe9,0x3e,0x2e,0x76,0x6c,0xbe,0x10,0x1b,0x2a,0xbf,0x81,0x57,0xfe,0xbe, 0xfc,0x24,0x3a,0x3f,0x1a,0xab,0x30,0xbe,0x26,0x4b,0x4f,0x3d,0x80,0x44,0xbb,0x3e,0x45,0x3f,0xd9,0x3e,0xa8,0x12,0xab,0x3d,0xc6,0x46,0xdf,0xbe,0x24,0xe4,0x4a,0xbd, 0xcf,0x63,0xca,0x3e,0x2a,0x4f,0xdd,0x3e,0xaf,0x4e,0x2f,0x3f,0x44,0x2e,0x31,0x3e,0x55,0x55,0x12,0x3f,0x52,0xa8,0xc1,0xbe,0xa1,0x2e,0x09,0xbf,0x3f,0xac,0xd1,0xbe, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_4_block2_conv_sep_relu_prelu_slope, 1024, layer_res_4_block2_conv_sep_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_res_4_block2_conv_sep_relu_prelu_slope, 4, 1, 1024, layer_res_4_block2_conv_sep_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block3_conv_dw_conv2d_convolution_bias_data[] = { -0xfa,0x01,0x1d,0x05,0xab,0x0e,0x69,0xf4,0x7f,0x00,0x33,0x0e,0x3c,0xff,0x2e,0x0a,0xce,0xeb,0x74,0xf5,0x07,0x2b,0x15,0xff,0x82,0xf5,0x9a,0xfd,0x7b,0xe3,0x26,0xff, -0xa7,0xf1,0x72,0x23,0x55,0xff,0xd8,0xf6,0xfa,0x05,0x20,0xe9,0x1d,0xf3,0x95,0x11,0x2d,0xf7,0xb0,0x49,0xe5,0xff,0xdd,0xcf,0x17,0x04,0x56,0x02,0x8c,0xff,0xb2,0xe8, 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-0x51,0xff,0x3e,0xf6,0x7f,0xff,0xf6,0x01,0xd2,0xf9,0x3c,0x06,0x67,0xf4,0xae,0x0b,0x16,0xf6,0xb6,0xdc,0x38,0x06,0xaf,0xeb,0x4c,0xf8,0xc3,0xed,0xab,0x23,0xb8,0xeb, -0x5b,0x1c,0x04,0xde,0x00,0x0f,0xcd,0x07,0x9f,0xff,0xea,0x0e,0xb2,0x03,0xd0,0xfe,0x93,0xf0,0x97,0xfc,0x9d,0x0c,0x27,0xff,0x2e,0xf9,0xb2,0xf7,0x6f,0xfd,0xd7,0xe8, -}; -DEFINE_TENSOR(layer_res_4_block3_conv_dw_conv2d_convolution_bias, 512, layer_res_4_block3_conv_dw_conv2d_convolution_bias_data, 1.000000) +0xfa,0x01,0x00,0x00,0x1d,0x05,0x00,0x00,0xab,0x0e,0x00,0x00,0x69,0xf4,0xff,0xff,0x7f,0x00,0x00,0x00,0x33,0x0e,0x00,0x00,0x3c,0xff,0xff,0xff,0x2e,0x0a,0x00,0x00, +0xce,0xeb,0xff,0xff,0x74,0xf5,0xff,0xff,0x07,0x2b,0x00,0x00,0x15,0xff,0xff,0xff,0x82,0xf5,0xff,0xff,0x9a,0xfd,0xff,0xff,0x7b,0xe3,0xff,0xff,0x26,0xff,0xff,0xff, +0xa7,0xf1,0xff,0xff,0x72,0x23,0x00,0x00,0x55,0xff,0xff,0xff,0xd8,0xf6,0xff,0xff,0xfa,0x05,0x00,0x00,0x20,0xe9,0xff,0xff,0x1d,0xf3,0xff,0xff,0x95,0x11,0x00,0x00, +0x2d,0xf7,0xff,0xff,0xb0,0x49,0x00,0x00,0xe5,0xff,0xff,0xff,0xdd,0xcf,0xff,0xff,0x17,0x04,0x00,0x00,0x56,0x02,0x00,0x00,0x8c,0xff,0xff,0xff,0xb2,0xe8,0xff,0xff, +0xb0,0x00,0x00,0x00,0xf1,0x0e,0x00,0x00,0x0f,0xe8,0xff,0xff,0x48,0xf7,0xff,0xff,0x40,0xfc,0xff,0xff,0x13,0x02,0x00,0x00,0xb2,0xff,0xff,0xff,0x25,0x02,0x00,0x00, +0xbb,0xff,0xff,0xff,0x00,0xf2,0xff,0xff,0x34,0x00,0x00,0x00,0x31,0xf8,0xff,0xff,0xa0,0xfe,0xff,0xff,0x1e,0xfd,0xff,0xff,0x2b,0xeb,0xff,0xff,0xab,0x2e,0x00,0x00, +0x44,0xea,0xff,0xff,0xd0,0xee,0xff,0xff,0x3d,0x03,0x00,0x00,0x35,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xcc,0xf1,0xff,0xff, +0x29,0xee,0xff,0xff,0x75,0x13,0x00,0x00,0x02,0xe8,0xff,0xff,0x62,0x11,0x00,0x00,0xc1,0xdc,0xff,0xff,0x95,0xeb,0xff,0xff,0x55,0xf6,0xff,0xff,0xc2,0x12,0x00,0x00, +0xb8,0xef,0xff,0xff,0xb2,0x08,0x00,0x00,0x3c,0xff,0xff,0xff,0x11,0xff,0xff,0xff,0xcb,0x42,0x00,0x00,0xb9,0xdb,0xff,0xff,0x23,0x00,0x00,0x00,0x1c,0x10,0x00,0x00, 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+0x6e,0x16,0x00,0x00,0x42,0xeb,0xff,0xff,0x38,0xf1,0xff,0xff,0x06,0xf7,0xff,0xff,0x19,0x06,0x00,0x00,0x34,0x01,0x00,0x00,0x10,0xfe,0xff,0xff,0x43,0x13,0x00,0x00, +0x51,0xff,0xff,0xff,0x3e,0xf6,0xff,0xff,0x7f,0xff,0xff,0xff,0xf6,0x01,0x00,0x00,0xd2,0xf9,0xff,0xff,0x3c,0x06,0x00,0x00,0x67,0xf4,0xff,0xff,0xae,0x0b,0x00,0x00, +0x16,0xf6,0xff,0xff,0xb6,0xdc,0xff,0xff,0x38,0x06,0x00,0x00,0xaf,0xeb,0xff,0xff,0x4c,0xf8,0xff,0xff,0xc3,0xed,0xff,0xff,0xab,0x23,0x00,0x00,0xb8,0xeb,0xff,0xff, +0x5b,0x1c,0x00,0x00,0x04,0xde,0xff,0xff,0x00,0x0f,0x00,0x00,0xcd,0x07,0x00,0x00,0x9f,0xff,0xff,0xff,0xea,0x0e,0x00,0x00,0xb2,0x03,0x00,0x00,0xd0,0xfe,0xff,0xff, +0x93,0xf0,0xff,0xff,0x97,0xfc,0xff,0xff,0x9d,0x0c,0x00,0x00,0x27,0xff,0xff,0xff,0x2e,0xf9,0xff,0xff,0xb2,0xf7,0xff,0xff,0x6f,0xfd,0xff,0xff,0xd7,0xe8,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_res_4_block3_conv_dw_conv2d_convolution_bias, 4, 4, 1024, layer_res_4_block3_conv_dw_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block3_conv_dw_conv2d_convolution_filters_data[] = { 0x26,0x0d,0x6b,0x08,0x45,0x0c,0x09,0x0e,0x92,0xd9,0x34,0x08,0x44,0xfe,0x4a,0xf2,0x64,0xfe,0x52,0xf8,0xcc,0xf4,0x57,0xf7,0x46,0xef,0x4f,0xe4,0x8a,0xef,0x1d,0x15, @@ -41378,8 +42392,18 @@ static const unsigned char layer_res_4_block3_conv_dw_conv2d_convolution_filters 0x8b,0x00,0xbd,0x08,0xbb,0xff,0x18,0x19,0xf5,0x01,0xfe,0xe4,0xff,0x18,0x6f,0xff,0xdb,0xe8,0x84,0x11,0xf1,0x01,0x35,0xea,0xea,0xf4,0xf7,0xfb,0x2d,0xf6,0x1d,0xf1, 0x5c,0x23,0x50,0x21,0x14,0xfa,0x6a,0x0c,0x4c,0x0b,0x9b,0xff,0x0c,0xf3,0xd0,0xfe,0x6b,0x25,0xa7,0xe3,0x29,0x26,0x6c,0x0d,0xfa,0x01,0x2e,0x0d,0x53,0x1a,0x0b,0xf7, 0x45,0x1b,0x24,0x22,0xe3,0xc9,0xd5,0x1f,0x96,0x00,0x0e,0x0d,0xff,0x02,0xd4,0xfc,0x25,0xf9,0x74,0xfe,0xd6,0x0b,0xe3,0x28,0x99,0x0b,0x9b,0xfc,0x7a,0x3e,0xfb,0xf9, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_4_block3_conv_dw_conv2d_convolution_filters, 4608, layer_res_4_block3_conv_dw_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_4_block3_conv_dw_conv2d_convolution_filters, 2, 3, 4608, layer_res_4_block3_conv_dw_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_4_block3_conv_dw_conv2d_convolution_requantize_data[] = { +0x78,0x2f,0x82,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_4_block3_conv_dw_conv2d_convolution_requantize, 4, 1, 4, layer_res_4_block3_conv_dw_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block3_conv_dw_relu_prelu_slope_data[] = { 0xa6,0x88,0x81,0x3f,0x38,0xb6,0x21,0x3f,0x42,0xe4,0x4c,0xbf,0x56,0xdc,0x03,0x3f,0x7c,0x74,0x95,0xbf,0xc4,0xd5,0x72,0xbf,0x3d,0x3b,0x6b,0xbf,0xf9,0x75,0x33,0xbf, @@ -41414,20 +42438,36 @@ static const unsigned char layer_res_4_block3_conv_dw_relu_prelu_slope_data[] = 0x63,0x1a,0xc3,0x3e,0x85,0xab,0x53,0x3e,0xf0,0x8e,0x34,0xbf,0xee,0xd7,0xc8,0x3e,0x8a,0x53,0x86,0x3e,0x16,0xf9,0xfa,0x3e,0x6f,0xcd,0x88,0xbf,0xd2,0xad,0x93,0x3e, 0x5c,0x3f,0x33,0x3f,0x8c,0x24,0x75,0x3e,0x7b,0xa8,0x49,0x3f,0x98,0xc6,0xc4,0xbd,0xb2,0xab,0x3a,0x3d,0x7b,0x41,0x56,0xbf,0x93,0x65,0xaa,0x3e,0x18,0x9f,0x81,0xbf, 0x2b,0x94,0xb9,0x3e,0x0e,0x3d,0x38,0x3f,0x42,0x22,0xac,0x3f,0x61,0x02,0x90,0xbf,0xad,0x7e,0x01,0x3f,0xb6,0x87,0x02,0x3f,0x22,0xda,0x2b,0x3f,0x75,0x99,0xd0,0x3e, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_4_block3_conv_dw_relu_prelu_slope, 1024, layer_res_4_block3_conv_dw_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_res_4_block3_conv_dw_relu_prelu_slope, 4, 1, 1024, layer_res_4_block3_conv_dw_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block3_conv_proj_conv2d_convolution_bias_data[] = { -0x16,0xfd,0xb3,0xfc,0x02,0xed,0xcc,0x14,0xc6,0xfb,0x06,0xf1,0x1e,0x1a,0xa2,0xf4,0xa5,0xfa,0x7c,0x00,0x92,0xea,0x35,0xff,0x88,0xe3,0x8f,0x03,0x43,0x07,0x73,0x01, -0xc1,0x13,0x6b,0xfe,0x0a,0x0e,0x14,0xff,0x6f,0x00,0x99,0xfd,0x9a,0xf7,0xa7,0xec,0x2d,0x16,0x58,0x03,0xc4,0x13,0x6c,0xf9,0x4c,0x12,0x7c,0x04,0xbb,0x00,0x7b,0xfb, -0x67,0xe3,0x47,0xfb,0x8f,0xfe,0x50,0x03,0x21,0x00,0xb0,0xf2,0xac,0xe9,0xfb,0x08,0x2a,0xfa,0x71,0x08,0x5f,0xfa,0xa7,0xf1,0x68,0xfc,0x58,0xf6,0x26,0x0f,0x54,0xf3, -0x90,0xfe,0xda,0x11,0xe8,0xe8,0x26,0xfc,0xbc,0xee,0x9e,0x1a,0x04,0xf4,0x72,0x06,0xb9,0x13,0xf7,0x0f,0x07,0x05,0x2a,0x10,0x88,0xd9,0x9a,0x06,0x39,0x13,0x5e,0x16, -0xc6,0xef,0xb6,0xe6,0x13,0x0c,0x61,0xe7,0xc9,0xef,0x5f,0xec,0x8e,0xf1,0x08,0xdf,0xf8,0x14,0xa9,0x0f,0x00,0x12,0x3f,0x14,0x50,0xfa,0x63,0x05,0xf7,0xd3,0x84,0xfb, -0xc0,0x21,0x6c,0xe3,0x1e,0xf7,0x1f,0x04,0xfa,0x0b,0xc1,0x24,0x13,0xf4,0x34,0x0a,0x1f,0x00,0xcd,0xf1,0xe9,0x0d,0x77,0x0e,0x49,0x17,0xb7,0x0f,0x46,0x08,0x0f,0xfb, -0x03,0x0b,0xa2,0x02,0x57,0xe2,0xc8,0xf3,0x8e,0x18,0xc1,0xec,0x4e,0x02,0xb1,0x05,0xf2,0xfc,0x02,0xeb,0x1b,0xf0,0x62,0x0f,0xbf,0x01,0x45,0x00,0xa0,0xed,0x6f,0x02, -0x8e,0xf4,0x79,0xfa,0x35,0xef,0xfb,0x02,0x31,0x11,0x1d,0x22,0x75,0xdb,0x36,0x05,0xd1,0x17,0x77,0x01,0x12,0x03,0x2e,0x05,0x98,0xff,0xb9,0xeb,0xfd,0x19,0xef,0xf6, -}; -DEFINE_TENSOR(layer_res_4_block3_conv_proj_conv2d_convolution_bias, 256, layer_res_4_block3_conv_proj_conv2d_convolution_bias_data, 1.000000) +0x16,0xfd,0xff,0xff,0xb3,0xfc,0xff,0xff,0x02,0xed,0xff,0xff,0xcc,0x14,0x00,0x00,0xc6,0xfb,0xff,0xff,0x06,0xf1,0xff,0xff,0x1e,0x1a,0x00,0x00,0xa2,0xf4,0xff,0xff, +0xa5,0xfa,0xff,0xff,0x7c,0x00,0x00,0x00,0x92,0xea,0xff,0xff,0x35,0xff,0xff,0xff,0x88,0xe3,0xff,0xff,0x8f,0x03,0x00,0x00,0x43,0x07,0x00,0x00,0x73,0x01,0x00,0x00, +0xc1,0x13,0x00,0x00,0x6b,0xfe,0xff,0xff,0x0a,0x0e,0x00,0x00,0x14,0xff,0xff,0xff,0x6f,0x00,0x00,0x00,0x99,0xfd,0xff,0xff,0x9a,0xf7,0xff,0xff,0xa7,0xec,0xff,0xff, +0x2d,0x16,0x00,0x00,0x58,0x03,0x00,0x00,0xc4,0x13,0x00,0x00,0x6c,0xf9,0xff,0xff,0x4c,0x12,0x00,0x00,0x7c,0x04,0x00,0x00,0xbb,0x00,0x00,0x00,0x7b,0xfb,0xff,0xff, +0x67,0xe3,0xff,0xff,0x47,0xfb,0xff,0xff,0x8f,0xfe,0xff,0xff,0x50,0x03,0x00,0x00,0x21,0x00,0x00,0x00,0xb0,0xf2,0xff,0xff,0xac,0xe9,0xff,0xff,0xfb,0x08,0x00,0x00, +0x2a,0xfa,0xff,0xff,0x71,0x08,0x00,0x00,0x5f,0xfa,0xff,0xff,0xa7,0xf1,0xff,0xff,0x68,0xfc,0xff,0xff,0x58,0xf6,0xff,0xff,0x26,0x0f,0x00,0x00,0x54,0xf3,0xff,0xff, +0x90,0xfe,0xff,0xff,0xda,0x11,0x00,0x00,0xe8,0xe8,0xff,0xff,0x26,0xfc,0xff,0xff,0xbc,0xee,0xff,0xff,0x9e,0x1a,0x00,0x00,0x04,0xf4,0xff,0xff,0x72,0x06,0x00,0x00, +0xb9,0x13,0x00,0x00,0xf7,0x0f,0x00,0x00,0x07,0x05,0x00,0x00,0x2a,0x10,0x00,0x00,0x88,0xd9,0xff,0xff,0x9a,0x06,0x00,0x00,0x39,0x13,0x00,0x00,0x5e,0x16,0x00,0x00, +0xc6,0xef,0xff,0xff,0xb6,0xe6,0xff,0xff,0x13,0x0c,0x00,0x00,0x61,0xe7,0xff,0xff,0xc9,0xef,0xff,0xff,0x5f,0xec,0xff,0xff,0x8e,0xf1,0xff,0xff,0x08,0xdf,0xff,0xff, +0xf8,0x14,0x00,0x00,0xa9,0x0f,0x00,0x00,0x00,0x12,0x00,0x00,0x3f,0x14,0x00,0x00,0x50,0xfa,0xff,0xff,0x63,0x05,0x00,0x00,0xf7,0xd3,0xff,0xff,0x84,0xfb,0xff,0xff, +0xc0,0x21,0x00,0x00,0x6c,0xe3,0xff,0xff,0x1e,0xf7,0xff,0xff,0x1f,0x04,0x00,0x00,0xfa,0x0b,0x00,0x00,0xc1,0x24,0x00,0x00,0x13,0xf4,0xff,0xff,0x34,0x0a,0x00,0x00, +0x1f,0x00,0x00,0x00,0xcd,0xf1,0xff,0xff,0xe9,0x0d,0x00,0x00,0x77,0x0e,0x00,0x00,0x49,0x17,0x00,0x00,0xb7,0x0f,0x00,0x00,0x46,0x08,0x00,0x00,0x0f,0xfb,0xff,0xff, +0x03,0x0b,0x00,0x00,0xa2,0x02,0x00,0x00,0x57,0xe2,0xff,0xff,0xc8,0xf3,0xff,0xff,0x8e,0x18,0x00,0x00,0xc1,0xec,0xff,0xff,0x4e,0x02,0x00,0x00,0xb1,0x05,0x00,0x00, +0xf2,0xfc,0xff,0xff,0x02,0xeb,0xff,0xff,0x1b,0xf0,0xff,0xff,0x62,0x0f,0x00,0x00,0xbf,0x01,0x00,0x00,0x45,0x00,0x00,0x00,0xa0,0xed,0xff,0xff,0x6f,0x02,0x00,0x00, +0x8e,0xf4,0xff,0xff,0x79,0xfa,0xff,0xff,0x35,0xef,0xff,0xff,0xfb,0x02,0x00,0x00,0x31,0x11,0x00,0x00,0x1d,0x22,0x00,0x00,0x75,0xdb,0xff,0xff,0x36,0x05,0x00,0x00, +0xd1,0x17,0x00,0x00,0x77,0x01,0x00,0x00,0x12,0x03,0x00,0x00,0x2e,0x05,0x00,0x00,0x98,0xff,0xff,0xff,0xb9,0xeb,0xff,0xff,0xfd,0x19,0x00,0x00,0xef,0xf6,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_res_4_block3_conv_proj_conv2d_convolution_bias, 4, 4, 512, layer_res_4_block3_conv_proj_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block3_conv_proj_conv2d_convolution_filters_data[] = { 0xd1,0xe3,0x65,0xf4,0x8a,0x0f,0x7f,0xf9,0x0f,0xf0,0x10,0x13,0x93,0x09,0xc8,0xe0,0xd7,0xf3,0xd2,0xec,0xcc,0xed,0xc6,0x15,0x9d,0x25,0x03,0xf9,0x64,0xf9,0xf6,0x18, @@ -43478,28 +44518,58 @@ static const unsigned char layer_res_4_block3_conv_proj_conv2d_convolution_filte 0x30,0xf6,0xeb,0x10,0xf6,0xf5,0x1e,0xfd,0x35,0x03,0xab,0xec,0x31,0xec,0x8e,0x0a,0x31,0xf3,0x33,0x09,0xb4,0x07,0xeb,0x07,0x22,0x14,0x44,0xf3,0x67,0xd3,0x68,0x08, 0xb9,0xf5,0x28,0xdb,0xdb,0x1c,0x8c,0x04,0x88,0xf9,0x84,0x15,0x36,0x08,0x12,0x08,0x7c,0xfe,0x7b,0x0c,0x33,0x14,0x2f,0x13,0x73,0xf8,0xbc,0x02,0x7c,0x18,0x56,0x0f, 0x58,0x20,0xbd,0xec,0xee,0x0b,0x62,0xff,0x45,0x00,0xa2,0x03,0xe9,0x06,0xe3,0x02,0x13,0xf8,0x34,0x2e,0xb6,0xfb,0x7c,0xe8,0xd5,0xf7,0x0c,0xd3,0x05,0xf0,0x87,0x05, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_4_block3_conv_proj_conv2d_convolution_filters, 65536, layer_res_4_block3_conv_proj_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_4_block3_conv_proj_conv2d_convolution_filters, 2, 3, 65536, layer_res_4_block3_conv_proj_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_4_block3_conv_proj_conv2d_convolution_requantize_data[] = { +0xd4,0x3b,0x8f,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_4_block3_conv_proj_conv2d_convolution_requantize, 4, 1, 4, layer_res_4_block3_conv_proj_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block3_conv_sep_conv2d_convolution_bias_data[] = { 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unsigned char layer_res_4_block3_conv_sep_conv2d_convolution_filters_data[] = { 0xb9,0xf0,0x0b,0x00,0x50,0xfe,0xcf,0xf2,0xf9,0x29,0x14,0x0d,0xd9,0x0a,0xd3,0x0c,0xe7,0x2d,0x02,0x1b,0x42,0x1c,0x5f,0x19,0x00,0x16,0x7e,0x09,0xf1,0x05,0xf6,0x00, @@ -45550,8 +46620,18 @@ static const unsigned char layer_res_4_block3_conv_sep_conv2d_convolution_filter 0xd0,0x07,0x46,0x03,0xd4,0xf1,0xe8,0x2a,0xf0,0x2b,0x31,0x18,0x28,0x26,0x99,0x20,0x4b,0xed,0xd6,0xf1,0x86,0xf6,0x2b,0xee,0x35,0xfe,0xb0,0x05,0xbc,0xe0,0x0a,0x03, 0x97,0x15,0x3e,0x18,0x86,0xfd,0xbb,0xf7,0xbf,0x16,0x0c,0x01,0x78,0xe5,0x39,0x21,0x0b,0x1f,0x0a,0x0f,0x28,0xfa,0x6c,0xfd,0x25,0x08,0x4b,0x13,0xe3,0x15,0xa6,0xe6, 0xcc,0x05,0x62,0xfa,0xba,0x0a,0xee,0xd1,0x3d,0xf7,0x87,0xe0,0x69,0xe2,0x66,0xda,0xe6,0x09,0x93,0xf5,0x55,0xca,0x32,0x09,0x54,0x01,0x1c,0xfb,0x60,0xcf,0x93,0xbe, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_4_block3_conv_sep_conv2d_convolution_filters, 65536, layer_res_4_block3_conv_sep_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_4_block3_conv_sep_conv2d_convolution_filters, 2, 3, 65536, layer_res_4_block3_conv_sep_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_4_block3_conv_sep_conv2d_convolution_requantize_data[] = { +0x56,0xdb,0x3c,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_4_block3_conv_sep_conv2d_convolution_requantize, 4, 1, 4, layer_res_4_block3_conv_sep_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block3_conv_sep_relu_prelu_slope_data[] = { 0xf4,0x8f,0xff,0xbe,0x4f,0xc0,0x8b,0xbe,0x37,0xc6,0xe2,0x3e,0x83,0x4c,0x68,0xbe,0x0b,0x93,0xf9,0x3e,0x94,0x0a,0xd7,0x3e,0x8d,0x6b,0xf2,0x3e,0x9d,0xf9,0xf0,0x3e, @@ -45586,28 +46666,52 @@ static const unsigned char layer_res_4_block3_conv_sep_relu_prelu_slope_data[] = 0xcc,0x75,0xda,0x3d,0xf8,0x6a,0x05,0xbf,0x6a,0x76,0x2e,0x3f,0x22,0x28,0x80,0xbf,0x6d,0x2b,0xd4,0xbe,0x72,0x9f,0x44,0x3d,0x7b,0x0d,0x10,0xbf,0x3d,0xff,0xa9,0xbe, 0xdb,0x94,0x3a,0xbf,0xb4,0x93,0x17,0xbe,0xb3,0xaf,0x52,0xbf,0xa1,0x5b,0xac,0x3e,0x3d,0x17,0x27,0x3e,0x37,0xc3,0xf0,0x3e,0x77,0x1d,0x8e,0x3e,0x3a,0x40,0xa1,0x3e, 0xeb,0xa4,0x54,0xbf,0x91,0x6a,0xd7,0x3e,0xd0,0x34,0x64,0xbf,0x84,0xc4,0xb5,0xbb,0x51,0x22,0x0a,0xbe,0x2e,0x03,0xae,0x3d,0xeb,0x99,0x9a,0x3e,0xc9,0x22,0x49,0xbe, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_4_block3_conv_sep_relu_prelu_slope, 1024, layer_res_4_block3_conv_sep_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_res_4_block3_conv_sep_relu_prelu_slope, 4, 1, 1024, layer_res_4_block3_conv_sep_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block4_conv_dw_conv2d_convolution_bias_data[] = { -0x5e,0xfd,0x1a,0x11,0xc4,0x01,0xd5,0x02,0x2c,0x0e,0xef,0xef,0xf4,0x05,0xf1,0xfe,0x02,0xe2,0xc9,0xf4,0x3d,0xff,0x15,0x12,0xae,0x0b,0x9e,0x08,0x5a,0xf4,0xc9,0x04, -0xbf,0xf7,0x83,0x0a,0xea,0xf6,0x8b,0xff,0xca,0xfd,0x57,0x03,0xac,0x1a,0x60,0xff,0x51,0x00,0x88,0x1d,0xea,0xf0,0x5c,0x06,0x7b,0xfc,0x94,0xe4,0x0b,0xff,0xcf,0xfd, 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-0xeb,0x09,0x43,0x09,0xb3,0xff,0xa7,0xfc,0x1d,0xee,0x6f,0xff,0x0d,0x00,0xf7,0xe6,0x8e,0xef,0x26,0xf5,0x21,0xee,0x7a,0xf6,0x06,0xfd,0x62,0xfa,0x10,0xf9,0x89,0xfb, -0x0f,0xf8,0x6c,0xee,0x8a,0x01,0xc7,0xff,0xb2,0xf3,0x72,0x06,0x7d,0x0b,0x4d,0xef,0x36,0xe9,0xad,0x0a,0xef,0x19,0xb0,0xf8,0xcb,0xff,0x79,0x0f,0xab,0x05,0x33,0xff, -}; -DEFINE_TENSOR(layer_res_4_block4_conv_dw_conv2d_convolution_bias, 512, layer_res_4_block4_conv_dw_conv2d_convolution_bias_data, 1.000000) +0x5e,0xfd,0xff,0xff,0x1a,0x11,0x00,0x00,0xc4,0x01,0x00,0x00,0xd5,0x02,0x00,0x00,0x2c,0x0e,0x00,0x00,0xef,0xef,0xff,0xff,0xf4,0x05,0x00,0x00,0xf1,0xfe,0xff,0xff, +0x02,0xe2,0xff,0xff,0xc9,0xf4,0xff,0xff,0x3d,0xff,0xff,0xff,0x15,0x12,0x00,0x00,0xae,0x0b,0x00,0x00,0x9e,0x08,0x00,0x00,0x5a,0xf4,0xff,0xff,0xc9,0x04,0x00,0x00, +0xbf,0xf7,0xff,0xff,0x83,0x0a,0x00,0x00,0xea,0xf6,0xff,0xff,0x8b,0xff,0xff,0xff,0xca,0xfd,0xff,0xff,0x57,0x03,0x00,0x00,0xac,0x1a,0x00,0x00,0x60,0xff,0xff,0xff, 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+0x26,0xe8,0xff,0xff,0xb1,0xff,0xff,0xff,0x4b,0xe1,0xff,0xff,0x0f,0xf5,0xff,0xff,0xdc,0x02,0x00,0x00,0x43,0x03,0x00,0x00,0x6f,0xff,0xff,0xff,0x02,0xd9,0xff,0xff, +0xce,0x16,0x00,0x00,0xf4,0xff,0xff,0xff,0x52,0xe9,0xff,0xff,0x2b,0xff,0xff,0xff,0x42,0xe8,0xff,0xff,0xb6,0xf4,0xff,0xff,0xf7,0xee,0xff,0xff,0x92,0x10,0x00,0x00, +0xbe,0xea,0xff,0xff,0x01,0xf1,0xff,0xff,0x1f,0xe8,0xff,0xff,0x08,0xfc,0xff,0xff,0x43,0xf1,0xff,0xff,0x4e,0xff,0xff,0xff,0x0e,0x02,0x00,0x00,0x5c,0xdd,0xff,0xff, +0x7e,0x08,0x00,0x00,0xc8,0xe8,0xff,0xff,0x60,0x05,0x00,0x00,0xf7,0xf9,0xff,0xff,0x8f,0xe9,0xff,0xff,0xd1,0xff,0xff,0xff,0xd6,0xec,0xff,0xff,0x58,0x00,0x00,0x00, +0x22,0xe2,0xff,0xff,0x26,0xed,0xff,0xff,0xdd,0x00,0x00,0x00,0x4e,0xec,0xff,0xff,0xa6,0x0d,0x00,0x00,0xaa,0x00,0x00,0x00,0xd7,0xe9,0xff,0xff,0x98,0x1f,0x00,0x00, +0x4c,0xfa,0xff,0xff,0x88,0x01,0x00,0x00,0x65,0xf5,0xff,0xff,0xd3,0xff,0xff,0xff,0xae,0xe8,0xff,0xff,0xaf,0x09,0x00,0x00,0xef,0xff,0xff,0xff,0xb1,0x12,0x00,0x00, +0xab,0x25,0x00,0x00,0xe7,0xff,0xff,0xff,0xeb,0x0f,0x00,0x00,0xa7,0xf7,0xff,0xff,0xc1,0xfd,0xff,0xff,0xeb,0xf6,0xff,0xff,0x24,0x05,0x00,0x00,0xf3,0x16,0x00,0x00, +0x82,0xe5,0xff,0xff,0xf4,0xe6,0xff,0xff,0xf2,0x06,0x00,0x00,0x45,0xff,0xff,0xff,0x4b,0x05,0x00,0x00,0x73,0x10,0x00,0x00,0xc6,0xe7,0xff,0xff,0x71,0x1e,0x00,0x00, +0xee,0xf8,0xff,0xff,0x09,0x00,0x00,0x00,0xf1,0xed,0xff,0xff,0x64,0x04,0x00,0x00,0xfa,0xf3,0xff,0xff,0x19,0x04,0x00,0x00,0x42,0xe7,0xff,0xff,0x98,0x02,0x00,0x00, +0xbc,0xf4,0xff,0xff,0x81,0xe8,0xff,0xff,0x5f,0x1c,0x00,0x00,0x6e,0xfe,0xff,0xff,0x2d,0xe9,0xff,0xff,0x57,0xf1,0xff,0xff,0x65,0x0e,0x00,0x00,0x54,0x0d,0x00,0x00, +0x56,0xee,0xff,0xff,0xef,0xfd,0xff,0xff,0x15,0xf6,0xff,0xff,0x8b,0xf6,0xff,0xff,0x80,0x0d,0x00,0x00,0xc7,0xe8,0xff,0xff,0x01,0xfb,0xff,0xff,0x1f,0x00,0x00,0x00, +0xff,0x08,0x00,0x00,0xc1,0x17,0x00,0x00,0xe1,0xda,0xff,0xff,0x0e,0x46,0x00,0x00,0x0e,0xf6,0xff,0xff,0xdb,0xea,0xff,0xff,0xe8,0xec,0xff,0xff,0x75,0xe3,0xff,0xff, +0x2c,0xec,0xff,0xff,0x37,0x00,0x00,0x00,0x6a,0x00,0x00,0x00,0xfb,0xef,0xff,0xff,0xc2,0xed,0xff,0xff,0xad,0xf3,0xff,0xff,0x3a,0xe8,0xff,0xff,0x41,0x1e,0x00,0x00, +0x75,0xe9,0xff,0xff,0xb1,0xfe,0xff,0xff,0x3e,0x06,0x00,0x00,0x27,0xfb,0xff,0xff,0x7d,0x05,0x00,0x00,0xe9,0xff,0xff,0xff,0xef,0xf1,0xff,0xff,0xd5,0x1b,0x00,0x00, +0xb9,0x02,0x00,0x00,0xcc,0x0a,0x00,0x00,0xed,0x2c,0x00,0x00,0x65,0xff,0xff,0xff,0x5c,0x01,0x00,0x00,0x24,0xe2,0xff,0xff,0xb5,0xff,0xff,0xff,0x1a,0xea,0xff,0xff, +0xc4,0xf2,0xff,0xff,0x96,0xfc,0xff,0xff,0x6c,0xff,0xff,0xff,0x9a,0x06,0x00,0x00,0xe1,0x0e,0x00,0x00,0x4e,0xf6,0xff,0xff,0xaf,0xf1,0xff,0xff,0x89,0xdc,0xff,0xff, +0x6e,0x0b,0x00,0x00,0xff,0x0a,0x00,0x00,0x6c,0xf8,0xff,0xff,0x64,0x00,0x00,0x00,0xfd,0x10,0x00,0x00,0xc7,0xf2,0xff,0xff,0xe8,0xff,0xff,0xff,0x92,0xe8,0xff,0xff, +0x5c,0xfc,0xff,0xff,0xf1,0xfb,0xff,0xff,0x19,0xf3,0xff,0xff,0x7f,0xd7,0xff,0xff,0xe2,0x14,0x00,0x00,0xf2,0x06,0x00,0x00,0x2a,0xff,0xff,0xff,0x4d,0xf8,0xff,0xff, +0xd6,0xe6,0xff,0xff,0x9c,0x0f,0x00,0x00,0x18,0xf4,0xff,0xff,0x5b,0xde,0xff,0xff,0xff,0x01,0x00,0x00,0xf4,0x08,0x00,0x00,0x58,0x00,0x00,0x00,0xe1,0xec,0xff,0xff, +0xeb,0x09,0x00,0x00,0x43,0x09,0x00,0x00,0xb3,0xff,0xff,0xff,0xa7,0xfc,0xff,0xff,0x1d,0xee,0xff,0xff,0x6f,0xff,0xff,0xff,0x0d,0x00,0x00,0x00,0xf7,0xe6,0xff,0xff, +0x8e,0xef,0xff,0xff,0x26,0xf5,0xff,0xff,0x21,0xee,0xff,0xff,0x7a,0xf6,0xff,0xff,0x06,0xfd,0xff,0xff,0x62,0xfa,0xff,0xff,0x10,0xf9,0xff,0xff,0x89,0xfb,0xff,0xff, +0x0f,0xf8,0xff,0xff,0x6c,0xee,0xff,0xff,0x8a,0x01,0x00,0x00,0xc7,0xff,0xff,0xff,0xb2,0xf3,0xff,0xff,0x72,0x06,0x00,0x00,0x7d,0x0b,0x00,0x00,0x4d,0xef,0xff,0xff, +0x36,0xe9,0xff,0xff,0xad,0x0a,0x00,0x00,0xef,0x19,0x00,0x00,0xb0,0xf8,0xff,0xff,0xcb,0xff,0xff,0xff,0x79,0x0f,0x00,0x00,0xab,0x05,0x00,0x00,0x33,0xff,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_res_4_block4_conv_dw_conv2d_convolution_bias, 4, 4, 1024, layer_res_4_block4_conv_dw_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block4_conv_dw_conv2d_convolution_filters_data[] = { 0x8c,0xfa,0x9e,0xf8,0x5d,0x0c,0xbb,0xeb,0x92,0xf3,0x0c,0x33,0xf3,0xfb,0x91,0xf7,0x30,0xfc,0xae,0x02,0xfa,0xfc,0x41,0x02,0xbd,0x06,0x8e,0x2e,0xe4,0x08,0xe2,0xfd, @@ -45754,8 +46858,18 @@ static const unsigned char layer_res_4_block4_conv_dw_conv2d_convolution_filters 0x97,0xf3,0x6e,0xf0,0x99,0xf3,0x49,0x04,0xfc,0x0c,0x04,0x04,0xb1,0x04,0xab,0x0b,0xe9,0x03,0xe9,0xfe,0x88,0xf6,0xaf,0xfe,0x47,0xf5,0x93,0x00,0xed,0x09,0xc3,0xe8, 0x4b,0x00,0x18,0x17,0x59,0xef,0x82,0xff,0x14,0x11,0x65,0xf7,0x6a,0x12,0x8e,0xf6,0xa4,0xf5,0x99,0x41,0xc5,0xf5,0xe0,0x0b,0x2f,0x15,0x47,0x0c,0xf2,0x1d,0xb4,0xfc, 0xf0,0x1c,0x57,0x16,0xb5,0xdb,0xab,0x18,0x5e,0xfd,0x8c,0xf4,0xca,0xfd,0xb1,0xed,0x6e,0xff,0x68,0x11,0x2a,0xd7,0x1a,0x00,0x15,0x28,0x13,0xfc,0xbf,0x00,0x4a,0x03, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_4_block4_conv_dw_conv2d_convolution_filters, 4608, layer_res_4_block4_conv_dw_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_4_block4_conv_dw_conv2d_convolution_filters, 2, 3, 4608, layer_res_4_block4_conv_dw_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_4_block4_conv_dw_conv2d_convolution_requantize_data[] = { +0x5f,0x83,0xc2,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_4_block4_conv_dw_conv2d_convolution_requantize, 4, 1, 4, layer_res_4_block4_conv_dw_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block4_conv_dw_relu_prelu_slope_data[] = { 0x97,0x26,0x16,0xbf,0x97,0xb3,0x96,0xbf,0xc4,0xe0,0x10,0xbf,0x18,0xbb,0x1d,0x3d,0x49,0x97,0x75,0xbf,0xad,0x86,0x9d,0x3e,0xe5,0xd1,0x8f,0xbe,0x93,0x04,0x64,0x3e, @@ -45790,20 +46904,36 @@ static const unsigned char layer_res_4_block4_conv_dw_relu_prelu_slope_data[] = 0x95,0x39,0x39,0xbf,0x28,0x00,0x9c,0x3e,0x22,0x7f,0x23,0x3f,0x34,0x01,0x92,0x3d,0x2e,0x71,0xd7,0xbe,0x72,0x05,0x18,0x3f,0xeb,0x67,0xb9,0xbe,0x5d,0x1d,0x5c,0xbf, 0x94,0x6c,0x84,0xbf,0xaf,0x7d,0x5a,0xbf,0x33,0x44,0x51,0xbf,0x10,0x32,0x8f,0xbf,0x14,0x7e,0x4b,0x3f,0xca,0x23,0x4e,0xbd,0x1f,0x75,0x79,0xbf,0xbf,0x68,0xf9,0x3e, 0x29,0xe6,0x0c,0x3f,0xa0,0xae,0x4a,0xbf,0x5e,0x42,0x04,0x3f,0xa3,0xa5,0xf6,0x3e,0x09,0x5f,0x98,0xbf,0x63,0x4e,0x3b,0xbf,0xe2,0xb7,0x82,0x3d,0xac,0x5e,0xa5,0xbf, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_4_block4_conv_dw_relu_prelu_slope, 1024, layer_res_4_block4_conv_dw_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_res_4_block4_conv_dw_relu_prelu_slope, 4, 1, 1024, layer_res_4_block4_conv_dw_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block4_conv_proj_conv2d_convolution_bias_data[] = { -0xd9,0xd8,0xbf,0x0d,0x4e,0x18,0x87,0x0b,0xbe,0x11,0x9e,0xf2,0xb6,0xe5,0x92,0x09,0xd8,0xfc,0x3a,0x0c,0xa5,0xfe,0x40,0x07,0xaf,0xe7,0x60,0xd9,0x47,0xfb,0x6d,0x0f, -0xf7,0xf7,0x92,0xfa,0x3e,0x0c,0xe1,0x05,0x0f,0xd7,0x3c,0x09,0x34,0x22,0x71,0x03,0xc9,0x19,0x0c,0xee,0x35,0xfa,0x78,0xf9,0x88,0x09,0xaf,0xe5,0xf4,0xff,0x1b,0x07, -0xa6,0x08,0xf3,0xf9,0x07,0xea,0xce,0xf2,0x5d,0xff,0xba,0xef,0x9b,0x0c,0xe9,0xfa,0x98,0xfe,0xa6,0xdc,0x26,0x0c,0x9f,0x06,0x6e,0x0f,0x00,0x1e,0xa7,0x02,0x8b,0xfd, -0x6f,0x00,0xc1,0xf0,0x63,0x0a,0xea,0xf1,0x31,0xe2,0xef,0x12,0x79,0xeb,0x6f,0xfa,0xb9,0x04,0x9a,0x17,0x86,0xe6,0x2a,0xd2,0x4c,0xf9,0x40,0xe7,0x25,0x01,0x72,0xfe, -0xb5,0xee,0x73,0xf0,0x7b,0xe7,0xfc,0xf9,0xf3,0xef,0x3e,0xf5,0x38,0x02,0x9c,0x05,0x72,0xf4,0x57,0x03,0x73,0xf6,0x52,0xfe,0x2c,0x06,0xa5,0x00,0x19,0xf3,0x28,0xe6, -0x06,0xf2,0xe7,0xf7,0x52,0xf0,0x9a,0xf5,0x05,0x0b,0x03,0x04,0xee,0xde,0x22,0x2b,0xda,0x0a,0xf6,0x14,0xaf,0xfc,0x4b,0x18,0x01,0xf6,0x1d,0x08,0xa1,0x0b,0xee,0xff, -0x0d,0x00,0x4f,0xf8,0xcc,0xf5,0xfc,0xed,0xd6,0xfa,0x1a,0x03,0x45,0xfc,0x38,0x05,0xcf,0x13,0x81,0x14,0x17,0xf7,0x69,0x12,0x6a,0x20,0x0d,0x04,0x73,0x13,0x2f,0xf7, -0x6b,0x14,0xe3,0xe9,0x66,0xf1,0x30,0x05,0xd4,0x05,0x77,0xfb,0xe3,0xfc,0xba,0xf6,0x28,0xea,0x3b,0xfa,0xc2,0x0a,0xc4,0x13,0x77,0xf9,0x48,0xf1,0x09,0xfa,0xc5,0x08, -}; -DEFINE_TENSOR(layer_res_4_block4_conv_proj_conv2d_convolution_bias, 256, layer_res_4_block4_conv_proj_conv2d_convolution_bias_data, 1.000000) +0xd9,0xd8,0xff,0xff,0xbf,0x0d,0x00,0x00,0x4e,0x18,0x00,0x00,0x87,0x0b,0x00,0x00,0xbe,0x11,0x00,0x00,0x9e,0xf2,0xff,0xff,0xb6,0xe5,0xff,0xff,0x92,0x09,0x00,0x00, +0xd8,0xfc,0xff,0xff,0x3a,0x0c,0x00,0x00,0xa5,0xfe,0xff,0xff,0x40,0x07,0x00,0x00,0xaf,0xe7,0xff,0xff,0x60,0xd9,0xff,0xff,0x47,0xfb,0xff,0xff,0x6d,0x0f,0x00,0x00, +0xf7,0xf7,0xff,0xff,0x92,0xfa,0xff,0xff,0x3e,0x0c,0x00,0x00,0xe1,0x05,0x00,0x00,0x0f,0xd7,0xff,0xff,0x3c,0x09,0x00,0x00,0x34,0x22,0x00,0x00,0x71,0x03,0x00,0x00, +0xc9,0x19,0x00,0x00,0x0c,0xee,0xff,0xff,0x35,0xfa,0xff,0xff,0x78,0xf9,0xff,0xff,0x88,0x09,0x00,0x00,0xaf,0xe5,0xff,0xff,0xf4,0xff,0xff,0xff,0x1b,0x07,0x00,0x00, +0xa6,0x08,0x00,0x00,0xf3,0xf9,0xff,0xff,0x07,0xea,0xff,0xff,0xce,0xf2,0xff,0xff,0x5d,0xff,0xff,0xff,0xba,0xef,0xff,0xff,0x9b,0x0c,0x00,0x00,0xe9,0xfa,0xff,0xff, +0x98,0xfe,0xff,0xff,0xa6,0xdc,0xff,0xff,0x26,0x0c,0x00,0x00,0x9f,0x06,0x00,0x00,0x6e,0x0f,0x00,0x00,0x00,0x1e,0x00,0x00,0xa7,0x02,0x00,0x00,0x8b,0xfd,0xff,0xff, +0x6f,0x00,0x00,0x00,0xc1,0xf0,0xff,0xff,0x63,0x0a,0x00,0x00,0xea,0xf1,0xff,0xff,0x31,0xe2,0xff,0xff,0xef,0x12,0x00,0x00,0x79,0xeb,0xff,0xff,0x6f,0xfa,0xff,0xff, +0xb9,0x04,0x00,0x00,0x9a,0x17,0x00,0x00,0x86,0xe6,0xff,0xff,0x2a,0xd2,0xff,0xff,0x4c,0xf9,0xff,0xff,0x40,0xe7,0xff,0xff,0x25,0x01,0x00,0x00,0x72,0xfe,0xff,0xff, +0xb5,0xee,0xff,0xff,0x73,0xf0,0xff,0xff,0x7b,0xe7,0xff,0xff,0xfc,0xf9,0xff,0xff,0xf3,0xef,0xff,0xff,0x3e,0xf5,0xff,0xff,0x38,0x02,0x00,0x00,0x9c,0x05,0x00,0x00, +0x72,0xf4,0xff,0xff,0x57,0x03,0x00,0x00,0x73,0xf6,0xff,0xff,0x52,0xfe,0xff,0xff,0x2c,0x06,0x00,0x00,0xa5,0x00,0x00,0x00,0x19,0xf3,0xff,0xff,0x28,0xe6,0xff,0xff, +0x06,0xf2,0xff,0xff,0xe7,0xf7,0xff,0xff,0x52,0xf0,0xff,0xff,0x9a,0xf5,0xff,0xff,0x05,0x0b,0x00,0x00,0x03,0x04,0x00,0x00,0xee,0xde,0xff,0xff,0x22,0x2b,0x00,0x00, +0xda,0x0a,0x00,0x00,0xf6,0x14,0x00,0x00,0xaf,0xfc,0xff,0xff,0x4b,0x18,0x00,0x00,0x01,0xf6,0xff,0xff,0x1d,0x08,0x00,0x00,0xa1,0x0b,0x00,0x00,0xee,0xff,0xff,0xff, +0x0d,0x00,0x00,0x00,0x4f,0xf8,0xff,0xff,0xcc,0xf5,0xff,0xff,0xfc,0xed,0xff,0xff,0xd6,0xfa,0xff,0xff,0x1a,0x03,0x00,0x00,0x45,0xfc,0xff,0xff,0x38,0x05,0x00,0x00, +0xcf,0x13,0x00,0x00,0x81,0x14,0x00,0x00,0x17,0xf7,0xff,0xff,0x69,0x12,0x00,0x00,0x6a,0x20,0x00,0x00,0x0d,0x04,0x00,0x00,0x73,0x13,0x00,0x00,0x2f,0xf7,0xff,0xff, +0x6b,0x14,0x00,0x00,0xe3,0xe9,0xff,0xff,0x66,0xf1,0xff,0xff,0x30,0x05,0x00,0x00,0xd4,0x05,0x00,0x00,0x77,0xfb,0xff,0xff,0xe3,0xfc,0xff,0xff,0xba,0xf6,0xff,0xff, +0x28,0xea,0xff,0xff,0x3b,0xfa,0xff,0xff,0xc2,0x0a,0x00,0x00,0xc4,0x13,0x00,0x00,0x77,0xf9,0xff,0xff,0x48,0xf1,0xff,0xff,0x09,0xfa,0xff,0xff,0xc5,0x08,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_res_4_block4_conv_proj_conv2d_convolution_bias, 4, 4, 512, layer_res_4_block4_conv_proj_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block4_conv_proj_conv2d_convolution_filters_data[] = { 0xf5,0x04,0xd6,0x2f,0xb5,0xf6,0xca,0x18,0xe3,0x3c,0xe6,0x12,0x87,0xfc,0xe6,0x19,0x54,0xdd,0xa6,0x0e,0x91,0xdc,0xf8,0x24,0x7c,0x3f,0xf2,0x0d,0x0f,0xe7,0x66,0x13, @@ -47854,28 +48984,58 @@ static const unsigned char layer_res_4_block4_conv_proj_conv2d_convolution_filte 0xfe,0xe9,0x9e,0xff,0x6c,0x39,0x84,0xf3,0xb6,0x0d,0x3c,0xdd,0x18,0xf9,0x5f,0x07,0x03,0xfb,0x2a,0xfb,0x7b,0x0f,0x73,0x14,0x2d,0xe7,0x35,0xe1,0x71,0xe4,0x23,0xf5, 0x46,0x19,0x61,0x01,0xd3,0xf9,0x0a,0x2d,0x7b,0x27,0xba,0xfd,0x53,0x04,0x76,0x05,0xe5,0xe7,0x2e,0x11,0xac,0xd8,0x19,0xe8,0x81,0x05,0x79,0xfe,0x99,0x12,0xe9,0x0c, 0xea,0xee,0xc0,0x24,0x3a,0xeb,0x45,0xf7,0xd9,0x09,0x0c,0xed,0xe5,0xdf,0xa5,0x01,0x79,0x01,0x1c,0x2a,0x81,0x03,0xfa,0xf6,0xd6,0xe8,0xad,0xe3,0x3b,0xe1,0xe6,0x09, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_4_block4_conv_proj_conv2d_convolution_filters, 65536, layer_res_4_block4_conv_proj_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_4_block4_conv_proj_conv2d_convolution_filters, 2, 3, 65536, layer_res_4_block4_conv_proj_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_4_block4_conv_proj_conv2d_convolution_requantize_data[] = { +0x4b,0xf2,0x86,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_4_block4_conv_proj_conv2d_convolution_requantize, 4, 1, 4, layer_res_4_block4_conv_proj_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block4_conv_sep_conv2d_convolution_bias_data[] = { -0x45,0xfa,0x9e,0xe8,0x01,0x05,0xcd,0xf1,0x41,0xe9,0x33,0x04,0xf3,0xf8,0x87,0xfc,0xfe,0xf2,0x6e,0xfe,0x05,0xfd,0x61,0x06,0x2e,0xec,0x9b,0xf3,0x81,0xf9,0x0b,0xfa, -0xfd,0xfe,0x39,0xe6,0xae,0xf6,0x04,0x04,0x2e,0xf4,0x17,0xf6,0xfb,0x07,0x96,0xf0,0x7e,0xf8,0x8e,0x02,0x4a,0xfa,0x4b,0xea,0x3e,0xf1,0x0a,0xf2,0xb1,0xf1,0x67,0xf9, -0xef,0xf8,0x04,0x2b,0xab,0x00,0x31,0xea,0x06,0x0f,0x95,0xf3,0x4a,0xf7,0xe1,0xf6,0xec,0xf5,0x28,0x03,0xfb,0xf5,0xba,0xf7,0xb5,0xf2,0xa1,0xf0,0xe2,0xf4,0xc8,0xf6, -0x7d,0xf8,0x27,0xfb,0x86,0xe3,0xd3,0xf5,0x19,0xf4,0x5c,0x03,0xd5,0xfa,0x2d,0xf4,0x07,0x01,0x5d,0xf8,0x37,0xf7,0x53,0xec,0xc4,0x0b,0x90,0xfa,0xba,0xea,0xda,0xe7, -0xae,0xf2,0x6a,0xfd,0x69,0xfe,0x98,0xf2,0x69,0xfd,0x8e,0xf2,0x3d,0xf3,0x92,0xf4,0x1a,0xfc,0x8d,0x00,0xa9,0xf3,0xe0,0xf8,0x06,0x07,0x96,0xff,0x8b,0xed,0xab,0xe0, -0x92,0xdc,0xf6,0x0c,0x54,0xf2,0xd3,0xfd,0xeb,0xee,0x54,0xf0,0xba,0x01,0x1e,0x03,0x06,0xf6,0xdd,0xfc,0x8e,0xf3,0xff,0xf3,0x1d,0xf8,0xe9,0xf3,0xa7,0xf6,0x4c,0xf4, 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+0x25,0x00,0x00,0x00,0x66,0xed,0xff,0xff,0xab,0x0a,0x00,0x00,0xf7,0xf9,0xff,0xff,0x04,0xf8,0xff,0xff,0xef,0xe7,0xff,0xff,0x48,0xf9,0xff,0xff,0x92,0xf7,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_res_4_block4_conv_sep_conv2d_convolution_bias, 4, 4, 1024, layer_res_4_block4_conv_sep_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block4_conv_sep_conv2d_convolution_filters_data[] = { 0xd0,0xfe,0xe3,0xff,0x39,0xec,0xf1,0x11,0x96,0x07,0xaa,0x05,0x45,0xfe,0x35,0xfb,0xe4,0xfd,0xa5,0x0d,0x48,0x0a,0x91,0x06,0x48,0xf8,0x23,0x09,0x12,0x0a,0x1c,0xfc, @@ -49926,8 +51086,18 @@ static const unsigned char layer_res_4_block4_conv_sep_conv2d_convolution_filter 0xf2,0xfd,0x62,0xfa,0x58,0xf7,0x08,0x03,0xfd,0x03,0x60,0xf9,0x59,0xf9,0x3b,0x06,0xe8,0xfe,0x2f,0xf4,0x9f,0x00,0x73,0xf9,0x50,0x04,0x1a,0xfe,0xdd,0x03,0x43,0x06, 0x42,0xf2,0x66,0xfc,0x17,0x08,0x68,0xf9,0x26,0x01,0x13,0xfe,0x94,0xf3,0xd9,0xfd,0xd5,0xe6,0x82,0xf4,0x4f,0xec,0x30,0x01,0xeb,0xfe,0x10,0x07,0xe4,0x11,0xaf,0x11, 0x43,0xfc,0x24,0xfb,0x05,0xf7,0xa7,0xf8,0x28,0xfd,0x89,0x11,0x65,0xfb,0xc0,0x01,0x5c,0xfb,0x91,0x08,0x53,0xf8,0x5c,0x08,0xae,0x01,0x5b,0xfc,0x36,0xea,0x27,0xeb, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_4_block4_conv_sep_conv2d_convolution_filters, 65536, layer_res_4_block4_conv_sep_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_4_block4_conv_sep_conv2d_convolution_filters, 2, 3, 65536, layer_res_4_block4_conv_sep_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_4_block4_conv_sep_conv2d_convolution_requantize_data[] = { +0x5b,0x36,0x35,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_4_block4_conv_sep_conv2d_convolution_requantize, 4, 1, 4, layer_res_4_block4_conv_sep_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block4_conv_sep_relu_prelu_slope_data[] = { 0x35,0x92,0x1f,0x3f,0xe0,0xa6,0xf6,0x3e,0x19,0xfc,0x7e,0x3f,0xc1,0x2d,0x46,0x3e,0xf0,0xf7,0xc0,0x3e,0x48,0x91,0x53,0xbf,0x3e,0xab,0x51,0x3f,0x8f,0xc9,0xbe,0x3e, @@ -49962,28 +51132,52 @@ static const unsigned char layer_res_4_block4_conv_sep_relu_prelu_slope_data[] = 0x98,0x0f,0x27,0x3f,0xbe,0x18,0x92,0xbe,0x7f,0x30,0x26,0xbf,0x4c,0xf6,0x27,0x3c,0x5c,0xfc,0x14,0x3f,0xe4,0x2b,0xe5,0xbe,0x91,0x9d,0x00,0x3f,0xa2,0xac,0x73,0x3e, 0xe1,0x2d,0x6e,0x3f,0x10,0xba,0x3c,0x3f,0x1d,0xb7,0x85,0x3f,0xa8,0xa0,0xf7,0x3e,0xef,0xdf,0x86,0x3d,0x34,0xd8,0x1a,0x3f,0xb8,0x91,0xd9,0x3e,0x00,0xd6,0x4c,0xbf, 0xaa,0x28,0x64,0xbf,0xda,0xa8,0xe8,0x3e,0x40,0x6f,0x01,0x3f,0xaa,0x22,0x25,0xbf,0x3e,0x1a,0x40,0x3f,0x60,0xd7,0xf6,0x3e,0x59,0x14,0xf5,0x3e,0xeb,0x2c,0x3a,0x3f, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_4_block4_conv_sep_relu_prelu_slope, 1024, layer_res_4_block4_conv_sep_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_res_4_block4_conv_sep_relu_prelu_slope, 4, 1, 1024, layer_res_4_block4_conv_sep_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block5_conv_dw_conv2d_convolution_bias_data[] = { -0x2f,0x0f,0x10,0x00,0xd3,0x0b,0xa7,0x04,0x84,0xf6,0xdf,0xff,0x15,0x1c,0xad,0xfc,0x3f,0xf5,0x18,0xff,0xb2,0xf7,0xae,0x1e,0x0f,0xff,0x98,0x04,0x1f,0x05,0x46,0x00, -0x1c,0x04,0x54,0xff,0xd0,0x05,0x88,0xff,0x0f,0xf0,0xa5,0x17,0x69,0xef,0x66,0xff,0xd3,0xea,0x34,0x0c,0xfe,0xf1,0xd9,0xf6,0x65,0xed,0xa4,0xfa,0xc6,0xe5,0x33,0x03, 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-0x32,0xf8,0xa5,0xf5,0x60,0xf2,0xbf,0xfb,0x47,0x05,0x69,0xef,0x6f,0xb7,0x25,0xe6,0xe4,0xfe,0x9f,0xff,0x8d,0x14,0x84,0x0b,0x83,0x09,0xc5,0x05,0xbb,0x07,0x86,0x07, -0xda,0xfb,0xc9,0x06,0xfc,0xfe,0x8d,0x06,0x6f,0xe6,0xff,0x01,0x0f,0xec,0x84,0x02,0xa8,0xff,0x85,0xf1,0x34,0xec,0x4d,0xfb,0xa0,0xf3,0x8c,0x08,0xde,0x00,0xd1,0xf5, -}; -DEFINE_TENSOR(layer_res_4_block5_conv_dw_conv2d_convolution_bias, 512, layer_res_4_block5_conv_dw_conv2d_convolution_bias_data, 1.000000) +0x2f,0x0f,0x00,0x00,0x10,0x00,0x00,0x00,0xd3,0x0b,0x00,0x00,0xa7,0x04,0x00,0x00,0x84,0xf6,0xff,0xff,0xdf,0xff,0xff,0xff,0x15,0x1c,0x00,0x00,0xad,0xfc,0xff,0xff, +0x3f,0xf5,0xff,0xff,0x18,0xff,0xff,0xff,0xb2,0xf7,0xff,0xff,0xae,0x1e,0x00,0x00,0x0f,0xff,0xff,0xff,0x98,0x04,0x00,0x00,0x1f,0x05,0x00,0x00,0x46,0x00,0x00,0x00, +0x1c,0x04,0x00,0x00,0x54,0xff,0xff,0xff,0xd0,0x05,0x00,0x00,0x88,0xff,0xff,0xff,0x0f,0xf0,0xff,0xff,0xa5,0x17,0x00,0x00,0x69,0xef,0xff,0xff,0x66,0xff,0xff,0xff, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_res_4_block5_conv_dw_conv2d_convolution_bias, 4, 4, 1024, layer_res_4_block5_conv_dw_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block5_conv_dw_conv2d_convolution_filters_data[] = { 0xad,0x04,0x36,0x0e,0x13,0x06,0x95,0x21,0x6a,0xf9,0x83,0x1e,0xb9,0x17,0x82,0xeb,0x29,0x18,0xee,0x11,0x90,0x04,0xfb,0xed,0x89,0x25,0x87,0xf8,0xef,0xdc,0xd1,0x09, @@ -50130,8 +51324,18 @@ static const unsigned char layer_res_4_block5_conv_dw_conv2d_convolution_filters 0xe1,0x01,0xf4,0xf7,0xc5,0x01,0xc0,0x0e,0x2b,0x14,0x9c,0x0e,0x8d,0x00,0xc5,0xf5,0x43,0x01,0x40,0xfe,0xf0,0xf8,0x92,0xfe,0xbb,0xf9,0x9a,0xf9,0xfe,0xf9,0x0d,0x02, 0x44,0x13,0x50,0x02,0x05,0x06,0xae,0x12,0x52,0x07,0xb9,0xfc,0x2f,0xd0,0x18,0xfd,0x15,0x29,0xf6,0x3a,0x2a,0x2a,0xb7,0xf8,0x3c,0xfa,0x27,0xf6,0x86,0x00,0xbc,0xd7, 0x6f,0x02,0xeb,0x10,0xda,0x2d,0x7f,0x0f,0x79,0xf5,0xcf,0xe1,0x88,0xf5,0xd4,0x03,0xa4,0x06,0x4c,0x04,0x24,0x0e,0xd4,0x0f,0x03,0x0f,0xe9,0x04,0xe5,0x09,0x0b,0x03, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_4_block5_conv_dw_conv2d_convolution_filters, 4608, layer_res_4_block5_conv_dw_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_4_block5_conv_dw_conv2d_convolution_filters, 2, 3, 4608, layer_res_4_block5_conv_dw_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_4_block5_conv_dw_conv2d_convolution_requantize_data[] = { +0xee,0xd3,0x81,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_4_block5_conv_dw_conv2d_convolution_requantize, 4, 1, 4, layer_res_4_block5_conv_dw_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block5_conv_dw_relu_prelu_slope_data[] = { 0xf6,0x72,0x24,0xbf,0xb9,0xfc,0x7c,0xbf,0x82,0x49,0x5f,0xbf,0x41,0x82,0x37,0x3f,0x4e,0xd8,0xb5,0x3e,0x9b,0x49,0x7d,0xbf,0x1a,0xec,0x70,0xbf,0xc9,0x84,0xd6,0x3e, @@ -50166,20 +51370,36 @@ static const unsigned char layer_res_4_block5_conv_dw_relu_prelu_slope_data[] = 0xcc,0x40,0x59,0xbf,0xf9,0xea,0x7b,0xbf,0x6d,0xcd,0x5d,0xbf,0x36,0xfe,0xfb,0xbe,0xa0,0x4c,0xc1,0xbe,0x6c,0xa9,0x79,0xbe,0x49,0x1e,0x20,0xbf,0x0a,0xe4,0x67,0x3f, 0xf8,0x93,0x8a,0x3c,0xd0,0x71,0x26,0xbf,0x84,0xbb,0x85,0xbf,0x15,0xea,0xde,0xbe,0x02,0x9e,0xe8,0x3e,0x2d,0x63,0xe6,0xbd,0xf3,0x96,0xd0,0x3e,0xcf,0x28,0x05,0xbc, 0xdd,0x2a,0x87,0xbf,0x1e,0x07,0x41,0xbf,0xd0,0x12,0xe1,0x3e,0x07,0x94,0xdf,0x3e,0x2f,0xd4,0x05,0x3f,0x29,0x31,0xcd,0xbe,0xee,0x15,0x5d,0xbf,0xc6,0x21,0x84,0x3e, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_4_block5_conv_dw_relu_prelu_slope, 1024, layer_res_4_block5_conv_dw_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_res_4_block5_conv_dw_relu_prelu_slope, 4, 1, 1024, layer_res_4_block5_conv_dw_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block5_conv_proj_conv2d_convolution_bias_data[] = { -0xfe,0xff,0x9e,0x0f,0xef,0x07,0xf8,0xe8,0x8c,0xf9,0xdf,0x07,0x64,0x0f,0xa1,0x0c,0xda,0xfb,0x18,0x0e,0x23,0x01,0x9d,0x15,0x67,0xfa,0x2f,0x0a,0xeb,0x09,0x13,0x01, -0xa6,0xf0,0x57,0xdf,0x63,0x10,0x29,0xe3,0xf2,0xf8,0x1c,0xf4,0x08,0x05,0xd1,0x01,0xb2,0xe2,0x59,0xff,0x71,0x11,0x06,0x03,0xb3,0xfb,0x45,0x0d,0xec,0xf8,0x28,0xe6, -0xbe,0xf0,0x6c,0xce,0xb2,0xf6,0x9c,0x09,0xed,0x0a,0x0b,0x0a,0xd2,0x04,0x02,0xed,0x87,0x11,0x9b,0x01,0xc5,0x18,0x9b,0x11,0x9f,0x0d,0x62,0x1c,0x8d,0x09,0xd3,0x14, -0xd1,0xf0,0x2c,0x1e,0xc0,0xe6,0x97,0x0f,0xf6,0x06,0x53,0x0a,0x35,0xe3,0xc3,0xf0,0xb3,0x0d,0x93,0xf3,0x9f,0x0f,0xee,0xfb,0xde,0xfa,0xa0,0x23,0x2f,0x08,0x5b,0xf1, -0xce,0x0e,0xde,0xf6,0x0c,0xfe,0x89,0xd1,0xbf,0xfc,0xa6,0xf7,0x5c,0x0b,0xbc,0x08,0xa2,0x2e,0x6c,0x14,0x0b,0xf2,0x9a,0xfc,0x5e,0xf4,0x4c,0x15,0x5a,0xea,0xe3,0x11, -0xf1,0x11,0x57,0xf8,0xa7,0x09,0x6f,0x15,0x5a,0x18,0xae,0x15,0x9e,0xf8,0x8b,0xfc,0xfd,0x04,0xe3,0x02,0x77,0x06,0x83,0xe6,0x84,0x18,0x86,0xfd,0x09,0xee,0xc6,0xf4, -0xd0,0xf7,0x56,0x15,0x9e,0xf5,0xe7,0x06,0xc9,0x0f,0x0c,0xfc,0xd8,0xfd,0x16,0xff,0x39,0x00,0x55,0xf8,0x58,0x04,0xaf,0x0b,0x31,0x09,0xf4,0x13,0x8c,0xe0,0x56,0x0b, -0x2c,0xf5,0x3e,0xfc,0x82,0xf5,0xb3,0xd6,0x98,0x10,0xf9,0xe6,0x51,0xf9,0x79,0xf3,0xa4,0x15,0x57,0xef,0x50,0xff,0x25,0xff,0xac,0xfe,0xe0,0x02,0x03,0x12,0xbf,0xfe, -}; -DEFINE_TENSOR(layer_res_4_block5_conv_proj_conv2d_convolution_bias, 256, layer_res_4_block5_conv_proj_conv2d_convolution_bias_data, 1.000000) +0xfe,0xff,0xff,0xff,0x9e,0x0f,0x00,0x00,0xef,0x07,0x00,0x00,0xf8,0xe8,0xff,0xff,0x8c,0xf9,0xff,0xff,0xdf,0x07,0x00,0x00,0x64,0x0f,0x00,0x00,0xa1,0x0c,0x00,0x00, +0xda,0xfb,0xff,0xff,0x18,0x0e,0x00,0x00,0x23,0x01,0x00,0x00,0x9d,0x15,0x00,0x00,0x67,0xfa,0xff,0xff,0x2f,0x0a,0x00,0x00,0xeb,0x09,0x00,0x00,0x13,0x01,0x00,0x00, +0xa6,0xf0,0xff,0xff,0x57,0xdf,0xff,0xff,0x63,0x10,0x00,0x00,0x29,0xe3,0xff,0xff,0xf2,0xf8,0xff,0xff,0x1c,0xf4,0xff,0xff,0x08,0x05,0x00,0x00,0xd1,0x01,0x00,0x00, +0xb2,0xe2,0xff,0xff,0x59,0xff,0xff,0xff,0x71,0x11,0x00,0x00,0x06,0x03,0x00,0x00,0xb3,0xfb,0xff,0xff,0x45,0x0d,0x00,0x00,0xec,0xf8,0xff,0xff,0x28,0xe6,0xff,0xff, +0xbe,0xf0,0xff,0xff,0x6c,0xce,0xff,0xff,0xb2,0xf6,0xff,0xff,0x9c,0x09,0x00,0x00,0xed,0x0a,0x00,0x00,0x0b,0x0a,0x00,0x00,0xd2,0x04,0x00,0x00,0x02,0xed,0xff,0xff, +0x87,0x11,0x00,0x00,0x9b,0x01,0x00,0x00,0xc5,0x18,0x00,0x00,0x9b,0x11,0x00,0x00,0x9f,0x0d,0x00,0x00,0x62,0x1c,0x00,0x00,0x8d,0x09,0x00,0x00,0xd3,0x14,0x00,0x00, +0xd1,0xf0,0xff,0xff,0x2c,0x1e,0x00,0x00,0xc0,0xe6,0xff,0xff,0x97,0x0f,0x00,0x00,0xf6,0x06,0x00,0x00,0x53,0x0a,0x00,0x00,0x35,0xe3,0xff,0xff,0xc3,0xf0,0xff,0xff, +0xb3,0x0d,0x00,0x00,0x93,0xf3,0xff,0xff,0x9f,0x0f,0x00,0x00,0xee,0xfb,0xff,0xff,0xde,0xfa,0xff,0xff,0xa0,0x23,0x00,0x00,0x2f,0x08,0x00,0x00,0x5b,0xf1,0xff,0xff, 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+0x2c,0xf5,0xff,0xff,0x3e,0xfc,0xff,0xff,0x82,0xf5,0xff,0xff,0xb3,0xd6,0xff,0xff,0x98,0x10,0x00,0x00,0xf9,0xe6,0xff,0xff,0x51,0xf9,0xff,0xff,0x79,0xf3,0xff,0xff, +0xa4,0x15,0x00,0x00,0x57,0xef,0xff,0xff,0x50,0xff,0xff,0xff,0x25,0xff,0xff,0xff,0xac,0xfe,0xff,0xff,0xe0,0x02,0x00,0x00,0x03,0x12,0x00,0x00,0xbf,0xfe,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_res_4_block5_conv_proj_conv2d_convolution_bias, 4, 4, 512, layer_res_4_block5_conv_proj_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block5_conv_proj_conv2d_convolution_filters_data[] = { 0x2a,0xdd,0xfe,0x26,0xa8,0x19,0xed,0x1c,0xa9,0xf8,0x0f,0x21,0x73,0xda,0x53,0xfa,0x12,0xda,0x0d,0x0f,0x32,0x15,0x34,0xf6,0xa7,0xfd,0x50,0xf5,0xea,0x08,0x86,0xd6, @@ -52230,28 +53450,58 @@ static const unsigned char layer_res_4_block5_conv_proj_conv2d_convolution_filte 0x0f,0xde,0xcb,0x11,0xf2,0x1a,0x38,0x43,0x70,0x0c,0xe5,0x02,0x44,0x33,0x55,0xec,0x53,0xfe,0xfb,0x16,0x0a,0x05,0xaa,0x02,0x0a,0xf5,0x0d,0x14,0x46,0xea,0x3a,0x14, 0xe6,0x0b,0xed,0x0c,0x94,0xda,0xe1,0xf1,0x32,0x02,0x51,0x02,0xb8,0x0f,0x5b,0x1d,0x40,0x1f,0x60,0xf2,0xb6,0xe7,0xb8,0xdc,0xc9,0xeb,0xcb,0xd8,0x46,0x07,0xab,0x12, 0x54,0x1a,0xa1,0xf4,0x8c,0x08,0xdc,0x2f,0xdf,0xf5,0xdd,0xfc,0xf1,0xf3,0x18,0xc5,0x6a,0xf4,0xe3,0x0a,0x8a,0x07,0x41,0x0f,0x3a,0xd6,0xe2,0x1d,0xa7,0x1c,0xb4,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_4_block5_conv_proj_conv2d_convolution_filters, 65536, layer_res_4_block5_conv_proj_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_4_block5_conv_proj_conv2d_convolution_filters, 2, 3, 65536, layer_res_4_block5_conv_proj_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_4_block5_conv_proj_conv2d_convolution_requantize_data[] = { +0x7a,0x6c,0xc8,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_4_block5_conv_proj_conv2d_convolution_requantize, 4, 1, 4, layer_res_4_block5_conv_proj_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block5_conv_sep_conv2d_convolution_bias_data[] = { 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+0xa3,0xf5,0xff,0xff,0x2e,0xf6,0xff,0xff,0x40,0xf9,0xff,0xff,0xe4,0xfb,0xff,0xff,0x52,0xfc,0xff,0xff,0xf5,0xed,0xff,0xff,0x8a,0x0e,0x00,0x00,0x51,0xee,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_res_4_block5_conv_sep_conv2d_convolution_bias, 4, 4, 1024, layer_res_4_block5_conv_sep_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_4_block5_conv_sep_conv2d_convolution_filters_data[] = { 0x4a,0xe1,0x7c,0xfb,0x90,0x00,0x4b,0xf7,0xb2,0xf9,0x65,0xfe,0x65,0x05,0x98,0x02,0x33,0x0b,0x0d,0xea,0xb7,0xf8,0xbb,0x16,0x3e,0xe9,0x8b,0x06,0xbf,0xfd,0x37,0xf4, @@ -54302,8 +55552,18 @@ static const unsigned char layer_res_4_block5_conv_sep_conv2d_convolution_filter 0x2e,0xf9,0x3e,0xeb,0xf1,0x08,0xff,0x0e,0xd3,0x04,0x83,0xfb,0x0e,0x02,0x7b,0x16,0xa7,0xff,0xd3,0xdc,0xf7,0xce,0x0c,0x0d,0x75,0x0e,0x96,0xff,0xfe,0x13,0x4e,0xf1, 0x1d,0x0a,0x71,0xeb,0x71,0xf0,0x07,0xf0,0x7b,0xcf,0x05,0x0a,0x51,0xf4,0x8e,0xd8,0xe7,0x09,0x51,0xfd,0x48,0x2c,0xd9,0x3c,0xb0,0x00,0xc1,0xcf,0xd0,0x46,0x8c,0x0b, 0xac,0x0a,0x59,0x18,0x45,0x28,0xdb,0xdc,0x43,0x21,0x04,0x3e,0x00,0x04,0x11,0xb1,0x87,0x12,0xda,0x14,0x4e,0x21,0xc5,0x01,0x47,0x1b,0x02,0xd9,0x4d,0x03,0x79,0xf3, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_4_block5_conv_sep_conv2d_convolution_filters, 65536, layer_res_4_block5_conv_sep_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_4_block5_conv_sep_conv2d_convolution_filters, 2, 3, 65536, layer_res_4_block5_conv_sep_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_4_block5_conv_sep_conv2d_convolution_requantize_data[] = { +0x60,0x88,0x14,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_4_block5_conv_sep_relu_prelu_slope, 1024, layer_res_4_block5_conv_sep_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_res_4_block5_conv_sep_relu_prelu_slope, 4, 1, 1024, layer_res_4_block5_conv_sep_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_res_5_block0_conv_dw_conv2d_convolution_bias_data[] = { -0xae,0x0a,0xc6,0x0a,0xc0,0x03,0x89,0x06,0x62,0x08,0x87,0xfd,0x9e,0x0a,0x8b,0xf3,0x15,0xf2,0x48,0x09,0xf5,0x02,0x56,0xd9,0x50,0xff,0x86,0x1a,0x74,0xf9,0x0d,0xa1, -0xef,0x08,0x60,0xff,0xe7,0x14,0x7d,0x0f,0x82,0x05,0x5c,0x01,0x3f,0x00,0x50,0x01,0xc7,0x02,0xa9,0xff,0x2b,0xdb,0x84,0x01,0xcd,0x01,0xd6,0xf0,0x9f,0xff,0xe7,0xf1, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_res_5_block0_conv_dw_conv2d_convolution_bias, 4, 4, 1024, layer_res_5_block0_conv_dw_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_5_block0_conv_dw_conv2d_convolution_filters_data[] = { 0x36,0x24,0x51,0x3f,0xcd,0x24,0xc1,0x21,0x5b,0xe8,0xd0,0x1e,0x75,0xf9,0x67,0xe2,0x75,0xfd,0x91,0xeb,0xa9,0xfd,0x2c,0xec,0x35,0xf5,0x50,0x01,0x7b,0xf4,0xfe,0x11, @@ -54506,8 +55790,18 @@ static const unsigned char layer_res_5_block0_conv_dw_conv2d_convolution_filters 0x93,0x06,0xf1,0xe8,0xcf,0x05,0x09,0xf0,0x6b,0x09,0x0b,0xef,0x24,0xea,0x25,0x1f,0xd7,0xe9,0xec,0xda,0xf7,0x21,0x39,0xdb,0x68,0xe4,0xc2,0xf4,0x19,0xe3,0x91,0xfb, 0xed,0xf4,0x20,0xfb,0x7d,0xec,0x13,0xf5,0xa9,0xec,0x8a,0x0e,0x04,0x05,0x79,0x0e,0x97,0x02,0xe6,0xdf,0x4d,0x03,0x7d,0x19,0xcb,0xfe,0xdc,0x19,0x71,0xf0,0xaa,0xce, 0x17,0xf1,0xb9,0x08,0xc3,0xe8,0xe0,0x05,0x23,0x24,0x8d,0x27,0x6b,0x24,0x10,0xee,0x55,0xf8,0x42,0xed,0xbe,0x0c,0x81,0xde,0xbb,0x0e,0x1f,0x18,0x1d,0x1e,0x42,0x19, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_5_block0_conv_dw_conv2d_convolution_filters, 4608, layer_res_5_block0_conv_dw_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_5_block0_conv_dw_conv2d_convolution_filters, 2, 3, 4608, layer_res_5_block0_conv_dw_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_5_block0_conv_dw_conv2d_convolution_requantize_data[] = { +0x82,0xe6,0x8b,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_5_block0_conv_dw_conv2d_convolution_requantize, 4, 1, 4, layer_res_5_block0_conv_dw_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_5_block0_conv_dw_relu_prelu_slope_data[] = { 0x9e,0x74,0x13,0xbe,0x1a,0x02,0x61,0xbf,0xde,0x36,0xd9,0x3e,0x3c,0x3f,0x71,0xbe,0x9b,0x23,0x35,0xbd,0x81,0xa4,0x86,0x3e,0xd1,0x00,0x35,0xbf,0xa1,0xf6,0xec,0x3d, @@ -54542,20 +55836,36 @@ static const unsigned char layer_res_5_block0_conv_dw_relu_prelu_slope_data[] = 0x06,0xfa,0xb2,0xbe,0x78,0xa7,0xa4,0x3c,0xd4,0x4f,0x8a,0xbf,0xd8,0x79,0x9a,0x3f,0xee,0x7a,0x51,0xbf,0x24,0xd9,0x26,0x3f,0x9d,0xf0,0xf6,0xbe,0x50,0x8b,0x6c,0xbf, 0xa7,0x80,0x3e,0xbe,0x51,0x10,0x32,0xbd,0xfd,0x0b,0xd9,0xbe,0xd0,0x7b,0x54,0xbf,0xfc,0x78,0xd6,0x3e,0xcd,0x0a,0x10,0x3e,0xd7,0xbd,0x84,0xbf,0x54,0x48,0x0d,0x3f, 0x4f,0x4c,0x8c,0xbf,0xc6,0x83,0x4e,0xbf,0xe4,0xd6,0x0a,0xbf,0x7d,0xbc,0x89,0x3f,0xfb,0x4d,0x3c,0xbf,0x79,0x93,0x53,0x3f,0x8e,0xb7,0xa0,0xbe,0x57,0xfe,0x08,0x3f, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_5_block0_conv_dw_relu_prelu_slope, 1024, layer_res_5_block0_conv_dw_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_res_5_block0_conv_dw_relu_prelu_slope, 4, 1, 1024, layer_res_5_block0_conv_dw_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_res_5_block0_conv_proj_conv2d_convolution_bias_data[] = { -0x59,0xfe,0x99,0xf5,0xb0,0xb5,0x02,0x0b,0x46,0xf5,0x17,0x05,0x2b,0x35,0xd1,0x04,0x38,0x2a,0x28,0x0b,0x45,0x1e,0x86,0xe3,0x85,0x14,0xce,0xfa,0xda,0xf4,0xae,0x0f, -0xcf,0xd3,0xf1,0xda,0x31,0x10,0x8e,0xf6,0xd4,0xf8,0xd4,0x2c,0x49,0xfe,0x23,0xf0,0x81,0xf0,0x45,0x03,0x40,0xd5,0x3a,0xfe,0xc1,0xf1,0xd5,0x1a,0x9d,0x06,0x32,0xde, -0x42,0x11,0x41,0xf1,0x07,0xd9,0xc2,0x11,0xbd,0xfb,0x57,0xfa,0xb2,0x1e,0x1a,0x08,0x1f,0xfd,0x1b,0x05,0x0c,0xfb,0xf2,0x0c,0xff,0x02,0x10,0x1c,0xe2,0xe2,0xe4,0x15, -0xa3,0xf9,0x3c,0xe0,0xd2,0x26,0xe7,0x0c,0xb6,0x1e,0x94,0x02,0x99,0xf0,0xe1,0x01,0x31,0x12,0x18,0xea,0x4c,0xf7,0xa8,0x03,0xe5,0xe4,0x5b,0xf3,0xed,0xff,0xaf,0xf2, -0x9a,0xe4,0xa5,0xc3,0x75,0xee,0xae,0x15,0x86,0x0f,0x93,0xd3,0x85,0xf4,0x26,0x21,0xff,0xc6,0x1f,0x00,0xe6,0x06,0xbd,0x04,0x5a,0x2e,0x10,0xd5,0x8e,0x11,0x93,0xd7, -0xf3,0xf9,0x8a,0x0e,0x4a,0xf5,0x41,0x0d,0x14,0x10,0xfc,0x33,0xff,0x13,0x02,0xf7,0xb7,0xe7,0x8a,0x00,0x95,0xfc,0xb0,0xfc,0x88,0xf4,0x9c,0x16,0x41,0xe5,0x40,0xf2, -0xe1,0x04,0x58,0x04,0xa0,0xf6,0x59,0x0b,0x0f,0xf5,0x9b,0xfd,0x95,0x29,0xee,0xf8,0x8a,0xe7,0x74,0xf8,0x61,0x11,0x8d,0xf6,0xdb,0x0e,0xfa,0xe9,0x1b,0xe4,0x19,0x0f, -0xc0,0x26,0x99,0xdf,0x98,0x02,0xd3,0xdf,0xb7,0xfc,0x30,0x0f,0x55,0xf5,0x8c,0x0f,0x57,0xf0,0xe5,0x15,0x04,0x1c,0x07,0xfb,0x10,0x00,0xd4,0xfa,0x1f,0x1a,0xe4,0xf1, -}; -DEFINE_TENSOR(layer_res_5_block0_conv_proj_conv2d_convolution_bias, 256, layer_res_5_block0_conv_proj_conv2d_convolution_bias_data, 1.000000) +0x59,0xfe,0xff,0xff,0x99,0xf5,0xff,0xff,0xb0,0xb5,0xff,0xff,0x02,0x0b,0x00,0x00,0x46,0xf5,0xff,0xff,0x17,0x05,0x00,0x00,0x2b,0x35,0x00,0x00,0xd1,0x04,0x00,0x00, +0x38,0x2a,0x00,0x00,0x28,0x0b,0x00,0x00,0x45,0x1e,0x00,0x00,0x86,0xe3,0xff,0xff,0x85,0x14,0x00,0x00,0xce,0xfa,0xff,0xff,0xda,0xf4,0xff,0xff,0xae,0x0f,0x00,0x00, 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+0xc0,0x26,0x00,0x00,0x99,0xdf,0xff,0xff,0x98,0x02,0x00,0x00,0xd3,0xdf,0xff,0xff,0xb7,0xfc,0xff,0xff,0x30,0x0f,0x00,0x00,0x55,0xf5,0xff,0xff,0x8c,0x0f,0x00,0x00, +0x57,0xf0,0xff,0xff,0xe5,0x15,0x00,0x00,0x04,0x1c,0x00,0x00,0x07,0xfb,0xff,0xff,0x10,0x00,0x00,0x00,0xd4,0xfa,0xff,0xff,0x1f,0x1a,0x00,0x00,0xe4,0xf1,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_res_5_block0_conv_proj_conv2d_convolution_bias, 4, 4, 512, layer_res_5_block0_conv_proj_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_5_block0_conv_proj_conv2d_convolution_filters_data[] = { 0x92,0xfe,0x3a,0x19,0xd7,0x16,0x3f,0xf4,0xe3,0xf4,0x2d,0xf6,0xba,0xf5,0x6c,0x0d,0xe6,0xe7,0x44,0xf8,0xa8,0x06,0xe3,0x0a,0x28,0x04,0x81,0x04,0xfc,0x13,0xc9,0xff, @@ -56606,28 +57916,58 @@ static const unsigned char layer_res_5_block0_conv_proj_conv2d_convolution_filte 0x10,0xfd,0xb6,0xf0,0x19,0xe9,0xee,0xd2,0xcf,0x01,0xd4,0xff,0x14,0xfb,0xcd,0x0c,0xe1,0xe2,0x0f,0xe1,0xd4,0x0b,0x1e,0x16,0xf0,0x0d,0x23,0x13,0x1e,0xd9,0x2b,0xdd, 0x4e,0xf6,0xdc,0x30,0x68,0x12,0xdc,0xff,0xe4,0xf7,0x72,0xf2,0xa4,0xdb,0x3c,0xf6,0x0d,0xef,0xd7,0x0c,0xbb,0x03,0xdd,0xf8,0x0d,0x14,0xbe,0x0f,0x28,0x01,0x3c,0xfb, 0xf1,0x01,0x67,0x10,0xee,0x13,0x2d,0xea,0xb2,0xfd,0x30,0xf3,0x15,0xed,0x35,0x02,0xac,0xf9,0xf6,0xe9,0x08,0x16,0x52,0x05,0xb4,0x06,0x29,0xdf,0xe4,0x05,0xe3,0x04, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_5_block0_conv_proj_conv2d_convolution_filters, 65536, layer_res_5_block0_conv_proj_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_5_block0_conv_proj_conv2d_convolution_filters, 2, 3, 65536, layer_res_5_block0_conv_proj_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_5_block0_conv_proj_conv2d_convolution_requantize_data[] = { +0x51,0x03,0x7f,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_5_block0_conv_proj_conv2d_convolution_requantize, 4, 1, 4, layer_res_5_block0_conv_proj_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_5_block0_conv_sep_conv2d_convolution_bias_data[] = { -0x31,0xf2,0x36,0x12,0xe9,0x0b,0x99,0xf3,0x9f,0xf0,0x8e,0xf3,0x52,0xf1,0xa8,0xfc,0xf1,0xfd,0x2a,0x09,0x7a,0xff,0x96,0xfa,0x31,0x04,0x65,0x0e,0xe1,0xf8,0x1f,0x13, -0x97,0xef,0x4b,0x0e,0xd2,0xed,0x6f,0xf7,0xde,0xf9,0x8b,0xfb,0x9d,0xfa,0x19,0xfc,0xfb,0xfa,0xca,0xf8,0x57,0xea,0xa6,0xfa,0x47,0xfa,0xf7,0x08,0x14,0xeb,0x00,0x04, -0x79,0xf9,0x24,0x11,0xc3,0xf3,0x64,0xf9,0x77,0x27,0xa1,0xf4,0x44,0xfa,0xf7,0xf5,0x67,0xef,0x2a,0xf1,0x5c,0xf2,0x14,0xfc,0xc6,0xf6,0xe3,0x01,0xca,0x04,0xea,0xf3, -0x17,0xf9,0x79,0x01,0xfc,0x01,0x90,0xf9,0x94,0x01,0x3a,0xf8,0x06,0x04,0x7c,0xff,0x99,0x18,0x84,0x04,0x6b,0x0a,0x95,0x03,0x4e,0xf2,0xe6,0xed,0xdc,0x1a,0x57,0xfa, -0xcd,0xff,0x3f,0x06,0xaa,0x09,0x43,0xff,0x0f,0x12,0xe0,0x00,0xce,0x0c,0xcf,0xfb,0x21,0xfb,0x38,0x08,0x82,0xf1,0x1e,0xf2,0xa3,0x0c,0x61,0xfd,0x15,0x0c,0xd8,0x0a, -0xba,0xfc,0xf4,0xf8,0xd1,0xfa,0x48,0xf9,0x5d,0x01,0x51,0x02,0x71,0xef,0xb5,0x14,0x7a,0xec,0x97,0xfb,0xcb,0x16,0xc1,0xea,0xe4,0xff,0xca,0xf4,0x8f,0xfd,0x68,0xf8, 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+0x20,0xed,0xff,0xff,0xeb,0xff,0xff,0xff,0x6f,0xef,0xff,0xff,0xa2,0x04,0x00,0x00,0x3b,0x10,0x00,0x00,0x88,0x05,0x00,0x00,0x6f,0x06,0x00,0x00,0xcd,0x02,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_res_5_block0_conv_sep_conv2d_convolution_bias, 4, 4, 1024, layer_res_5_block0_conv_sep_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_5_block0_conv_sep_conv2d_convolution_filters_data[] = { 0x18,0xfc,0x69,0x0b,0x0e,0x04,0x9e,0x06,0x24,0xf6,0xd9,0x17,0xe0,0xf2,0x77,0x03,0x03,0x0d,0x48,0xf3,0xa0,0x0e,0x96,0x00,0x0f,0x17,0xef,0xf1,0x9d,0x05,0x33,0xfe, @@ -58678,8 +60018,18 @@ static const unsigned char layer_res_5_block0_conv_sep_conv2d_convolution_filter 0x0a,0x00,0x90,0x05,0x4a,0xf0,0x9d,0xe8,0x00,0xf2,0xf6,0x15,0xb5,0x00,0xca,0xe9,0x5e,0x25,0x6f,0xf9,0x49,0x00,0x57,0x0f,0x4f,0x00,0x7b,0xdd,0xe9,0xe7,0xec,0x07, 0x62,0xee,0x1d,0x09,0x62,0xd8,0x7c,0x0a,0x2a,0xed,0xc6,0xe6,0x35,0xf4,0x65,0x1f,0xc7,0xf9,0xd4,0x0b,0x20,0x18,0xe7,0x0d,0x8b,0xf0,0xc0,0xdf,0x90,0xf9,0xb7,0xfe, 0x7e,0xdf,0x2b,0x0c,0xc9,0xf0,0x96,0x04,0x20,0x09,0xf6,0xf6,0x6c,0x0c,0x79,0xe0,0x9b,0x08,0x66,0x33,0x45,0xee,0x98,0xfd,0xda,0xec,0xbf,0xf5,0xd1,0x03,0x12,0x16, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_5_block0_conv_sep_conv2d_convolution_filters, 65536, layer_res_5_block0_conv_sep_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_5_block0_conv_sep_conv2d_convolution_filters, 2, 3, 65536, layer_res_5_block0_conv_sep_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_5_block0_conv_sep_conv2d_convolution_requantize_data[] = { +0x68,0xa1,0x43,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_5_block0_conv_sep_conv2d_convolution_requantize, 4, 1, 4, layer_res_5_block0_conv_sep_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_5_block0_conv_sep_relu_prelu_slope_data[] = { 0xd4,0x7c,0xda,0x3e,0xcf,0x5b,0xc3,0x3e,0x60,0x04,0x3a,0x3f,0x45,0xfd,0x14,0x3f,0xc1,0xaf,0xfd,0x3e,0x14,0x70,0x42,0x3f,0x19,0xcf,0xc5,0x3e,0x53,0x0a,0xb7,0x3e, @@ -58714,28 +60064,52 @@ static const unsigned char layer_res_5_block0_conv_sep_relu_prelu_slope_data[] = 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_5_block0_conv_sep_relu_prelu_slope, 1024, layer_res_5_block0_conv_sep_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_res_5_block0_conv_sep_relu_prelu_slope, 4, 1, 1024, layer_res_5_block0_conv_sep_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_res_5_block1_conv_dw_conv2d_convolution_bias_data[] = { -0x9e,0x19,0x52,0x00,0xbb,0x05,0xf2,0x0c,0x74,0x28,0x23,0x0c,0x06,0x04,0x5d,0xef,0x75,0x25,0x57,0xfe,0xac,0xe8,0x52,0xfd,0xaa,0xe4,0xf1,0xe6,0xda,0xc8,0xd8,0xea, -0xb3,0x07,0xd4,0xfe,0xb6,0xff,0x2a,0xee,0x5f,0xed,0xc5,0x0e,0x2a,0xf3,0x43,0x16,0x04,0x00,0x29,0x10,0xbc,0x0e,0x7b,0x01,0xe7,0x1b,0xb1,0x02,0x5f,0x90,0x6c,0xfe, 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+0x6a,0x11,0x00,0x00,0x7e,0x09,0x00,0x00,0xbb,0xe3,0xff,0xff,0x98,0x01,0x00,0x00,0x0b,0xfc,0xff,0xff,0x21,0x2b,0x00,0x00,0x3f,0x3b,0x00,0x00,0xfa,0xe6,0xff,0xff, +0xf3,0x06,0x00,0x00,0xee,0xdc,0xff,0xff,0x4f,0x0a,0x00,0x00,0xa8,0xe8,0xff,0xff,0xc4,0xf1,0xff,0xff,0x79,0xef,0xff,0xff,0xea,0x06,0x00,0x00,0xf2,0x16,0x00,0x00, +0x5f,0xf7,0xff,0xff,0xc9,0x02,0x00,0x00,0x2d,0x06,0x00,0x00,0x61,0x3e,0x00,0x00,0xde,0xf0,0xff,0xff,0xb4,0x0d,0x00,0x00,0xd7,0xf8,0xff,0xff,0xfe,0xef,0xff,0xff, +0xea,0x09,0x00,0x00,0xdd,0x06,0x00,0x00,0xb2,0x07,0x00,0x00,0x97,0x08,0x00,0x00,0xce,0x1d,0x00,0x00,0xfc,0xe0,0xff,0xff,0x22,0xff,0xff,0xff,0x76,0x0c,0x00,0x00, +0x4f,0xe4,0xff,0xff,0x90,0xee,0xff,0xff,0x80,0xfe,0xff,0xff,0x29,0xfd,0xff,0xff,0xfb,0x07,0x00,0x00,0x55,0x17,0x00,0x00,0x7f,0x04,0x00,0x00,0x6f,0xdf,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_res_5_block1_conv_dw_conv2d_convolution_bias, 4, 4, 1024, layer_res_5_block1_conv_dw_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_5_block1_conv_dw_conv2d_convolution_filters_data[] = { 0xcf,0xf8,0x72,0xf8,0x8c,0xf8,0x5a,0xfe,0x73,0xec,0xdc,0xfe,0x41,0xf1,0xb5,0xfd,0x98,0xf1,0x6b,0xf4,0xfc,0xed,0x98,0xf3,0x4c,0xf4,0xc0,0xf5,0xba,0xf4,0xfa,0x0b, @@ -58882,8 +60256,18 @@ static const unsigned char layer_res_5_block1_conv_dw_conv2d_convolution_filters 0xd2,0xee,0xac,0xfe,0x76,0xef,0x37,0x04,0x4d,0x0a,0xdb,0x04,0x4c,0x0f,0x23,0xcf,0x62,0x0f,0x00,0x1c,0x96,0xff,0x18,0x1c,0x74,0xfb,0x40,0xed,0x9e,0xfa,0xf9,0xfb, 0xff,0xff,0x89,0xfc,0x82,0x0d,0xb8,0x16,0xc6,0x0d,0x40,0xf8,0xac,0xf8,0x3c,0xf9,0x7d,0xf8,0xe2,0xf6,0x96,0xf7,0x52,0xed,0x78,0x01,0x4b,0xec,0x0f,0xfc,0x67,0xf3, 0x18,0xfc,0x11,0xf7,0xac,0x02,0x40,0xf7,0x8b,0xef,0x90,0xf3,0x53,0xef,0x1a,0xf7,0x97,0xfe,0x8b,0xf7,0xd6,0x03,0x86,0x12,0xac,0x02,0xe8,0x05,0x53,0x12,0x5b,0x07, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_5_block1_conv_dw_conv2d_convolution_filters, 4608, layer_res_5_block1_conv_dw_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_5_block1_conv_dw_conv2d_convolution_filters, 2, 3, 4608, layer_res_5_block1_conv_dw_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_5_block1_conv_dw_conv2d_convolution_requantize_data[] = { +0x4e,0xe7,0xda,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_5_block1_conv_dw_conv2d_convolution_requantize, 4, 1, 4, layer_res_5_block1_conv_dw_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_5_block1_conv_dw_relu_prelu_slope_data[] = { 0xae,0x2e,0x2d,0xbf,0x3d,0xc8,0x09,0xbf,0x5d,0xa6,0x8e,0x3f,0x86,0x02,0xfd,0xbe,0xae,0xfe,0x45,0xbc,0x46,0xee,0x09,0xbf,0xae,0x60,0x3c,0x3f,0xcd,0x76,0x18,0xbf, @@ -58918,20 +60302,36 @@ static const unsigned char layer_res_5_block1_conv_dw_relu_prelu_slope_data[] = 0x04,0xeb,0x0f,0x3f,0xae,0xb9,0x3d,0x3f,0x6d,0x5e,0xdf,0xbe,0xc5,0x9c,0x5a,0xbf,0x61,0x87,0x01,0x3f,0xe3,0x56,0x2c,0xbf,0x63,0xb4,0x42,0xbf,0xef,0xce,0x89,0x3e, 0x2a,0x3d,0x26,0x3f,0xd8,0x54,0x70,0xbe,0x5b,0x92,0xbd,0xbe,0x31,0x1d,0x17,0xbf,0xd2,0x97,0xe3,0xbe,0x92,0x93,0xea,0x3e,0xfe,0x77,0x69,0xbf,0x0b,0xe0,0x95,0x3f, 0x47,0xd6,0x3f,0xbe,0x89,0xf9,0xbd,0x3e,0xf6,0xd2,0x4a,0xbf,0x8c,0x17,0xfb,0x3e,0xec,0x99,0x4f,0xbf,0xd6,0xf4,0xb8,0xbe,0x6d,0x7b,0x09,0xbf,0x15,0x75,0xcd,0x3e, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_5_block1_conv_dw_relu_prelu_slope, 1024, layer_res_5_block1_conv_dw_relu_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_res_5_block1_conv_dw_relu_prelu_slope, 4, 1, 1024, layer_res_5_block1_conv_dw_relu_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_res_5_block1_conv_proj_conv2d_convolution_bias_data[] = { -0x5a,0xf8,0xe2,0x06,0x25,0x01,0x68,0xd0,0x03,0x01,0x58,0xf2,0x06,0x20,0x14,0x13,0x8b,0xfa,0x78,0xfc,0x98,0x03,0x3e,0xd1,0xcc,0xf7,0x30,0xf8,0x16,0x1d,0xc3,0xfa, -0xc6,0xdd,0x4a,0xfd,0xd8,0x0c,0x3c,0xf8,0xb4,0xdb,0xa0,0x14,0xee,0xed,0x82,0x0a,0x1a,0x0a,0xb6,0x0b,0xac,0x16,0x40,0x08,0x7d,0x06,0x2f,0xe7,0x04,0x00,0x1c,0xed, -0x1c,0x0f,0xc2,0xfe,0x24,0x23,0xf8,0x0c,0x49,0xfc,0x3e,0xf9,0xea,0xf2,0xc6,0x01,0xb1,0xf4,0x60,0x05,0xaf,0x18,0x53,0xd1,0x49,0x11,0xfa,0xe2,0x15,0x05,0x2b,0x20, -0x3b,0xf2,0x97,0xd4,0x9f,0xd4,0x01,0x05,0xee,0x08,0x52,0x29,0xce,0xe8,0xac,0x0e,0x35,0xf1,0x67,0x16,0x76,0x27,0xf3,0xe1,0xea,0x1b,0x26,0x1c,0x3f,0xff,0x3e,0x19, -0x22,0xf6,0xb8,0x0e,0x81,0x17,0x88,0xc9,0xac,0x04,0x3b,0x1d,0xd2,0xd3,0xb0,0x10,0xa5,0xdc,0xa1,0x0a,0x11,0x21,0xea,0x2e,0xf8,0x18,0x35,0xf9,0x9a,0xeb,0xee,0x0f, -0x92,0x0b,0x62,0xfc,0xaa,0x02,0xa5,0x18,0xf2,0xdf,0x18,0xe8,0x33,0x02,0x0f,0xf3,0x48,0xf4,0xcd,0x09,0x70,0xee,0x2a,0x02,0x3a,0x18,0x72,0x13,0x30,0x11,0x43,0x24, -0xaf,0x36,0xf5,0xec,0x71,0x0b,0x96,0x0b,0x76,0x22,0xe7,0xf3,0xba,0xdd,0x05,0x1e,0x45,0x2c,0x11,0xd8,0x82,0x07,0x4b,0xdd,0x98,0x2d,0xc5,0xd7,0x27,0xf8,0xf4,0xed, -0x10,0x40,0xf3,0x21,0x9f,0x0c,0xa6,0x0d,0x8b,0x0b,0x99,0xf5,0xa5,0xf6,0xad,0x11,0x5a,0x15,0xb5,0x1f,0xe6,0xf8,0x29,0xfd,0xe0,0xf8,0x10,0xfd,0x3d,0x08,0x68,0x02, -}; -DEFINE_TENSOR(layer_res_5_block1_conv_proj_conv2d_convolution_bias, 256, layer_res_5_block1_conv_proj_conv2d_convolution_bias_data, 1.000000) +0x5a,0xf8,0xff,0xff,0xe2,0x06,0x00,0x00,0x25,0x01,0x00,0x00,0x68,0xd0,0xff,0xff,0x03,0x01,0x00,0x00,0x58,0xf2,0xff,0xff,0x06,0x20,0x00,0x00,0x14,0x13,0x00,0x00, +0x8b,0xfa,0xff,0xff,0x78,0xfc,0xff,0xff,0x98,0x03,0x00,0x00,0x3e,0xd1,0xff,0xff,0xcc,0xf7,0xff,0xff,0x30,0xf8,0xff,0xff,0x16,0x1d,0x00,0x00,0xc3,0xfa,0xff,0xff, +0xc6,0xdd,0xff,0xff,0x4a,0xfd,0xff,0xff,0xd8,0x0c,0x00,0x00,0x3c,0xf8,0xff,0xff,0xb4,0xdb,0xff,0xff,0xa0,0x14,0x00,0x00,0xee,0xed,0xff,0xff,0x82,0x0a,0x00,0x00, +0x1a,0x0a,0x00,0x00,0xb6,0x0b,0x00,0x00,0xac,0x16,0x00,0x00,0x40,0x08,0x00,0x00,0x7d,0x06,0x00,0x00,0x2f,0xe7,0xff,0xff,0x04,0x00,0x00,0x00,0x1c,0xed,0xff,0xff, +0x1c,0x0f,0x00,0x00,0xc2,0xfe,0xff,0xff,0x24,0x23,0x00,0x00,0xf8,0x0c,0x00,0x00,0x49,0xfc,0xff,0xff,0x3e,0xf9,0xff,0xff,0xea,0xf2,0xff,0xff,0xc6,0x01,0x00,0x00, +0xb1,0xf4,0xff,0xff,0x60,0x05,0x00,0x00,0xaf,0x18,0x00,0x00,0x53,0xd1,0xff,0xff,0x49,0x11,0x00,0x00,0xfa,0xe2,0xff,0xff,0x15,0x05,0x00,0x00,0x2b,0x20,0x00,0x00, +0x3b,0xf2,0xff,0xff,0x97,0xd4,0xff,0xff,0x9f,0xd4,0xff,0xff,0x01,0x05,0x00,0x00,0xee,0x08,0x00,0x00,0x52,0x29,0x00,0x00,0xce,0xe8,0xff,0xff,0xac,0x0e,0x00,0x00, +0x35,0xf1,0xff,0xff,0x67,0x16,0x00,0x00,0x76,0x27,0x00,0x00,0xf3,0xe1,0xff,0xff,0xea,0x1b,0x00,0x00,0x26,0x1c,0x00,0x00,0x3f,0xff,0xff,0xff,0x3e,0x19,0x00,0x00, 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+0x10,0x40,0x00,0x00,0xf3,0x21,0x00,0x00,0x9f,0x0c,0x00,0x00,0xa6,0x0d,0x00,0x00,0x8b,0x0b,0x00,0x00,0x99,0xf5,0xff,0xff,0xa5,0xf6,0xff,0xff,0xad,0x11,0x00,0x00, +0x5a,0x15,0x00,0x00,0xb5,0x1f,0x00,0x00,0xe6,0xf8,0xff,0xff,0x29,0xfd,0xff,0xff,0xe0,0xf8,0xff,0xff,0x10,0xfd,0xff,0xff,0x3d,0x08,0x00,0x00,0x68,0x02,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_res_5_block1_conv_proj_conv2d_convolution_bias, 4, 4, 512, layer_res_5_block1_conv_proj_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_5_block1_conv_proj_conv2d_convolution_filters_data[] = { 0x67,0x05,0x54,0xf3,0x15,0xf2,0x24,0x01,0x01,0xfa,0x5a,0x04,0xc5,0xf0,0x06,0xf6,0xda,0x07,0x10,0x08,0xfe,0xff,0x0f,0xf5,0xf9,0xfd,0x77,0x0e,0x58,0x17,0x3a,0x11, @@ -60982,28 +62382,58 @@ static const unsigned char layer_res_5_block1_conv_proj_conv2d_convolution_filte 0xa4,0x1e,0x14,0xe5,0x02,0x1e,0x92,0xfd,0xe9,0x06,0x19,0xf0,0x13,0xfe,0x23,0xf4,0x7d,0x1a,0xbe,0x11,0x36,0xf2,0x24,0x0e,0xac,0xed,0x9c,0x10,0x18,0x11,0xf9,0xd8, 0x60,0x05,0x6e,0xd9,0x62,0xef,0x4a,0xfc,0x9a,0xe2,0x21,0x04,0x85,0xd1,0x1d,0xec,0x09,0x0a,0x8c,0xfd,0x8b,0xf7,0xf7,0x16,0xdb,0xdc,0xab,0xff,0xd7,0xcd,0x0a,0x0d, 0xd3,0x04,0x1a,0x0b,0x1a,0x1e,0x02,0x04,0xb8,0x00,0xd7,0x05,0x95,0xf4,0x55,0xfb,0x8f,0x0c,0x43,0xed,0x0d,0xfa,0xf1,0x16,0x98,0x13,0x6e,0x07,0x87,0x09,0xe0,0xfc, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_5_block1_conv_proj_conv2d_convolution_filters, 65536, layer_res_5_block1_conv_proj_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_5_block1_conv_proj_conv2d_convolution_filters, 2, 3, 65536, layer_res_5_block1_conv_proj_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_5_block1_conv_proj_conv2d_convolution_requantize_data[] = { +0x11,0xe6,0x9c,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_5_block1_conv_proj_conv2d_convolution_requantize, 4, 1, 4, layer_res_5_block1_conv_proj_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_5_block1_conv_sep_conv2d_convolution_bias_data[] = { -0x5c,0x09,0x90,0x0c,0xd5,0xfd,0xce,0xef,0x5c,0xf3,0x75,0xf4,0xb8,0xf9,0xe1,0xff,0xb8,0x0f,0xac,0xfa,0x76,0xe7,0x0e,0xfd,0x04,0xfe,0x6e,0xf8,0xed,0x15,0x8a,0xff, -0xc6,0x00,0x3d,0xfa,0xd2,0xf8,0xde,0x0b,0x94,0x07,0x8b,0xe1,0xbe,0xfb,0x00,0x08,0x62,0x00,0x3f,0xe9,0xf4,0xed,0x6d,0xf6,0x9d,0xe2,0x8c,0x03,0x95,0xfe,0xe4,0xfa, -0x3d,0xed,0xc2,0xf2,0x5f,0xf7,0x6a,0x0b,0x6d,0x10,0x4a,0xee,0x3b,0x18,0x6a,0xfb,0x65,0x38,0x9c,0xea,0xa1,0x07,0x21,0xf0,0xfd,0xf2,0x2c,0xfa,0x1b,0xf7,0x3e,0xf9, -0x64,0x0a,0x73,0xf5,0xd1,0x0b,0xd8,0xfb,0x0d,0xee,0xa3,0xf2,0x67,0xfb,0x1b,0x29,0xae,0xf0,0xa3,0xe4,0x80,0xfc,0x0f,0xf5,0xc8,0xf7,0x74,0xf0,0x44,0xec,0xb2,0xed, -0x5d,0xf7,0xa7,0xf4,0xe5,0xf4,0x93,0xf7,0x27,0xeb,0xfb,0x05,0x59,0xf7,0xa0,0xf4,0xa5,0xfb,0x8a,0x05,0x7e,0xf5,0x64,0xdf,0x61,0xed,0x85,0xed,0x9a,0xf7,0xf8,0xed, -0xa0,0x04,0xe7,0xfb,0x30,0xf4,0xda,0x01,0x6b,0xf0,0xb9,0xf5,0x5e,0xfe,0x8c,0x05,0xda,0xf1,0x5e,0xf4,0xa1,0xfd,0xa7,0xe7,0x60,0xf0,0x35,0x07,0x97,0xfd,0xa0,0xf3, 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-0x98,0x02,0x96,0x0a,0xa2,0x00,0xbf,0xf0,0xe1,0x04,0x1a,0xef,0x5a,0xf9,0xa5,0xea,0x4a,0xea,0x47,0x0a,0x49,0xed,0x3a,0xff,0x55,0xfa,0x10,0x00,0x44,0x09,0x42,0x0c, -0xbe,0xed,0x27,0x0a,0xef,0x07,0x08,0xeb,0xc7,0xee,0x9d,0x16,0x86,0x10,0xda,0xfd,0x74,0xee,0x6f,0xf4,0x6d,0xee,0xe8,0xf5,0x65,0x23,0x20,0x0e,0x6d,0xf1,0xb0,0xf7, -0xc8,0x06,0x80,0xed,0xc3,0xf6,0x7e,0xf6,0x20,0x04,0xdd,0xef,0x1e,0xfd,0x8f,0xe7,0xe0,0xf2,0x17,0x00,0xa4,0xf6,0xcd,0x0b,0xa8,0xf8,0xd6,0xf4,0xe3,0x09,0x2d,0xf5, -0x9f,0xf4,0x79,0xf1,0xde,0xf5,0x53,0xf6,0x63,0xd6,0x95,0xf6,0xdc,0xf8,0x7e,0x05,0xf6,0xf6,0xe5,0xe2,0x5d,0xfb,0xcc,0xf7,0xfb,0x01,0x6f,0x10,0xf2,0xff,0x16,0xf0, -}; -DEFINE_TENSOR(layer_res_5_block1_conv_sep_conv2d_convolution_bias, 512, layer_res_5_block1_conv_sep_conv2d_convolution_bias_data, 1.000000) +0x5c,0x09,0x00,0x00,0x90,0x0c,0x00,0x00,0xd5,0xfd,0xff,0xff,0xce,0xef,0xff,0xff,0x5c,0xf3,0xff,0xff,0x75,0xf4,0xff,0xff,0xb8,0xf9,0xff,0xff,0xe1,0xff,0xff,0xff, +0xb8,0x0f,0x00,0x00,0xac,0xfa,0xff,0xff,0x76,0xe7,0xff,0xff,0x0e,0xfd,0xff,0xff,0x04,0xfe,0xff,0xff,0x6e,0xf8,0xff,0xff,0xed,0x15,0x00,0x00,0x8a,0xff,0xff,0xff, +0xc6,0x00,0x00,0x00,0x3d,0xfa,0xff,0xff,0xd2,0xf8,0xff,0xff,0xde,0x0b,0x00,0x00,0x94,0x07,0x00,0x00,0x8b,0xe1,0xff,0xff,0xbe,0xfb,0xff,0xff,0x00,0x08,0x00,0x00, +0x62,0x00,0x00,0x00,0x3f,0xe9,0xff,0xff,0xf4,0xed,0xff,0xff,0x6d,0xf6,0xff,0xff,0x9d,0xe2,0xff,0xff,0x8c,0x03,0x00,0x00,0x95,0xfe,0xff,0xff,0xe4,0xfa,0xff,0xff, +0x3d,0xed,0xff,0xff,0xc2,0xf2,0xff,0xff,0x5f,0xf7,0xff,0xff,0x6a,0x0b,0x00,0x00,0x6d,0x10,0x00,0x00,0x4a,0xee,0xff,0xff,0x3b,0x18,0x00,0x00,0x6a,0xfb,0xff,0xff, +0x65,0x38,0x00,0x00,0x9c,0xea,0xff,0xff,0xa1,0x07,0x00,0x00,0x21,0xf0,0xff,0xff,0xfd,0xf2,0xff,0xff,0x2c,0xfa,0xff,0xff,0x1b,0xf7,0xff,0xff,0x3e,0xf9,0xff,0xff, +0x64,0x0a,0x00,0x00,0x73,0xf5,0xff,0xff,0xd1,0x0b,0x00,0x00,0xd8,0xfb,0xff,0xff,0x0d,0xee,0xff,0xff,0xa3,0xf2,0xff,0xff,0x67,0xfb,0xff,0xff,0x1b,0x29,0x00,0x00, +0xae,0xf0,0xff,0xff,0xa3,0xe4,0xff,0xff,0x80,0xfc,0xff,0xff,0x0f,0xf5,0xff,0xff,0xc8,0xf7,0xff,0xff,0x74,0xf0,0xff,0xff,0x44,0xec,0xff,0xff,0xb2,0xed,0xff,0xff, +0x5d,0xf7,0xff,0xff,0xa7,0xf4,0xff,0xff,0xe5,0xf4,0xff,0xff,0x93,0xf7,0xff,0xff,0x27,0xeb,0xff,0xff,0xfb,0x05,0x00,0x00,0x59,0xf7,0xff,0xff,0xa0,0xf4,0xff,0xff, +0xa5,0xfb,0xff,0xff,0x8a,0x05,0x00,0x00,0x7e,0xf5,0xff,0xff,0x64,0xdf,0xff,0xff,0x61,0xed,0xff,0xff,0x85,0xed,0xff,0xff,0x9a,0xf7,0xff,0xff,0xf8,0xed,0xff,0xff, +0xa0,0x04,0x00,0x00,0xe7,0xfb,0xff,0xff,0x30,0xf4,0xff,0xff,0xda,0x01,0x00,0x00,0x6b,0xf0,0xff,0xff,0xb9,0xf5,0xff,0xff,0x5e,0xfe,0xff,0xff,0x8c,0x05,0x00,0x00, +0xda,0xf1,0xff,0xff,0x5e,0xf4,0xff,0xff,0xa1,0xfd,0xff,0xff,0xa7,0xe7,0xff,0xff,0x60,0xf0,0xff,0xff,0x35,0x07,0x00,0x00,0x97,0xfd,0xff,0xff,0xa0,0xf3,0xff,0xff, +0x34,0x06,0x00,0x00,0x45,0x02,0x00,0x00,0xa0,0xeb,0xff,0xff,0xed,0xe7,0xff,0xff,0xe3,0xee,0xff,0xff,0xcb,0xf2,0xff,0xff,0xdb,0xfb,0xff,0xff,0x65,0x07,0x00,0x00, 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+0xf6,0xf6,0xff,0xff,0xe5,0xe2,0xff,0xff,0x5d,0xfb,0xff,0xff,0xcc,0xf7,0xff,0xff,0xfb,0x01,0x00,0x00,0x6f,0x10,0x00,0x00,0xf2,0xff,0xff,0xff,0x16,0xf0,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_res_5_block1_conv_sep_conv2d_convolution_bias, 4, 4, 1024, layer_res_5_block1_conv_sep_conv2d_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res_5_block1_conv_sep_conv2d_convolution_filters_data[] = { 0x94,0xf4,0x6c,0x08,0xc8,0x0a,0xc1,0xef,0x9d,0xfd,0x1c,0xf2,0x9b,0xe0,0x70,0x08,0x01,0xe9,0x9d,0xf6,0x5a,0xf9,0xf3,0xff,0x2b,0xf1,0x92,0x02,0xc5,0xfe,0x48,0x0d, @@ -63054,8 +64484,18 @@ static const unsigned char layer_res_5_block1_conv_sep_conv2d_convolution_filter 0x93,0xf3,0xa6,0xad,0x02,0xe4,0x19,0x06,0x33,0xe1,0xa7,0xfe,0x68,0xf5,0xeb,0xf3,0x03,0x0e,0x72,0x03,0x10,0x37,0xac,0xba,0xf1,0x1d,0xe2,0x18,0x0e,0xf7,0xe6,0xdb, 0x1d,0x28,0x2f,0xfe,0x92,0x0b,0x3d,0x0a,0xff,0x12,0x4f,0xf7,0x35,0xd3,0x99,0xf8,0x9b,0x08,0xff,0x23,0xf8,0xde,0xb6,0x13,0x63,0x10,0x70,0xe8,0xb4,0x15,0xee,0xe3, 0x8c,0xe4,0x85,0x04,0xd1,0x16,0xbc,0x07,0xfd,0xfb,0xb2,0xf2,0x03,0xf2,0xa6,0xeb,0xf1,0x0b,0x79,0x0d,0x66,0xf0,0x1f,0xf1,0xa4,0x29,0x19,0xda,0x8c,0x1f,0x4c,0xeb, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_5_block1_conv_sep_conv2d_convolution_filters, 65536, layer_res_5_block1_conv_sep_conv2d_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res_5_block1_conv_sep_conv2d_convolution_filters, 2, 3, 65536, layer_res_5_block1_conv_sep_conv2d_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res_5_block1_conv_sep_conv2d_convolution_requantize_data[] = { +0x72,0x08,0x5b,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res_5_block1_conv_sep_conv2d_convolution_requantize, 4, 1, 4, layer_res_5_block1_conv_sep_conv2d_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res_5_block1_conv_sep_relu_prelu_slope_data[] = { 0x72,0xf0,0x26,0x3f,0x9b,0x3b,0xce,0x3e,0x3a,0x1f,0x79,0x3f,0x02,0x16,0xad,0x3e,0xb8,0x11,0x6c,0xbd,0x66,0x3b,0xd1,0x3e,0x0b,0x50,0x0a,0x3f,0x32,0x4d,0x03,0x3f, @@ -63090,204 +64530,208 @@ static const unsigned char layer_res_5_block1_conv_sep_relu_prelu_slope_data[] = 0x4a,0x86,0x27,0x3f,0x96,0x9c,0x05,0x3f,0x85,0x77,0xf1,0x3e,0x0b,0x9b,0x0e,0x3d,0x88,0xfc,0xbb,0xbd,0x58,0xc1,0x22,0x3f,0xbc,0xc6,0x3f,0x3f,0x00,0xc7,0x33,0xbf, 0xa2,0xaf,0x9a,0xbe,0xda,0x66,0xa7,0x3e,0x24,0x6c,0x99,0x3e,0x19,0x8d,0x09,0x3f,0xd9,0x18,0x81,0x3e,0xbf,0xc0,0x4d,0xbf,0x09,0xbe,0xf6,0x3e,0x90,0x41,0x73,0x3f, 0xe2,0x3f,0x04,0x3f,0x35,0xc0,0x04,0xbf,0xf0,0x5a,0x32,0x3f,0xa0,0xcb,0x93,0x3e,0x24,0x27,0x2a,0x3f,0x1c,0x03,0x7d,0x3f,0x08,0xc9,0x3f,0x3f,0x56,0x39,0x18,0xbf, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res_5_block1_conv_sep_relu_prelu_slope, 1024, layer_res_5_block1_conv_sep_relu_prelu_slope_data, 1.000000)DEFINE_BINARY_LAYER(_minusscalar0, 1, 1, 127.500000); +DEFINE_TENSOR(layer_res_5_block1_conv_sep_relu_prelu_slope, 4, 1, 1024, layer_res_5_block1_conv_sep_relu_prelu_slope_data)DEFINE_BINARY_LAYER(_minusscalar0, 1, 1, 127.500000); DEFINE_BINARY_LAYER(_mulscalar0, 2, 1, 0.007812); -DEFINE_CONVOLUTION_LAYER(conv_1_conv2d, 64, 3, 3, 3, 1, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 17, 21, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(conv_1_relu, 64, 28, 5); -DEFINE_CONVOLUTION_LAYER(conv_2_dw_conv2d, 64, 64, 3, 3, 64, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 18, 16, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(conv_2_dw_relu, 64, 26, 4); -DEFINE_CONVOLUTION_LAYER(dconv_23_conv_sep_conv2d, 128, 64, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 28, 20, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(dconv_23_conv_sep_relu, 128, 17, 3); -DEFINE_CONVOLUTION_LAYER(dconv_23_conv_dw_conv2d, 128, 128, 3, 3, 128, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 25, 19, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(dconv_23_conv_dw_relu, 128, 16, 3); -DEFINE_CONVOLUTION_LAYER(dconv_23_conv_proj_conv2d, 64, 128, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 23, 21, 16, 4, 32767, -32768); -DEFINE_CONVOLUTION_LAYER(res_3_block0_conv_sep_conv2d, 128, 64, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 27, 20, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(res_3_block0_conv_sep_relu, 128, 21, 4); -DEFINE_CONVOLUTION_LAYER(res_3_block0_conv_dw_conv2d, 128, 128, 3, 3, 128, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 19, 18, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(res_3_block0_conv_dw_relu, 128, 21, 4); -DEFINE_CONVOLUTION_LAYER(res_3_block0_conv_proj_conv2d, 64, 128, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 31, 21, 16, 4, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(conv_1_conv2d, 64, 3, 3, 3, 1, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(conv_1_relu, 64, 0.889421); +DEFINE_CONVOLUTION_LAYER(conv_2_dw_conv2d, 64, 3, 3, 64, 64, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(conv_2_dw_relu, 64, 1.677435); +DEFINE_CONVOLUTION_LAYER(dconv_23_conv_sep_conv2d, 128, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(dconv_23_conv_sep_relu, 128, 2.201026); +DEFINE_CONVOLUTION_LAYER(dconv_23_conv_dw_conv2d, 128, 3, 3, 128, 128, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(dconv_23_conv_dw_relu, 128, 2.049236); +DEFINE_CONVOLUTION_LAYER(dconv_23_conv_proj_conv2d, 64, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(res_3_block0_conv_sep_conv2d, 128, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(res_3_block0_conv_sep_relu, 128, 1.329736); +DEFINE_CONVOLUTION_LAYER(res_3_block0_conv_dw_conv2d, 128, 3, 3, 128, 128, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(res_3_block0_conv_dw_relu, 128, 1.350643); +DEFINE_CONVOLUTION_LAYER(res_3_block0_conv_proj_conv2d, 64, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); DEFINE_BINARY_LAYER(_plus0, 0, 0, 0.000000); -DEFINE_CONVOLUTION_LAYER(res_3_block1_conv_sep_conv2d, 128, 64, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 18, 20, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(res_3_block1_conv_sep_relu, 128, 21, 4); -DEFINE_CONVOLUTION_LAYER(res_3_block1_conv_dw_conv2d, 128, 128, 3, 3, 128, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 18, 18, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(res_3_block1_conv_dw_relu, 128, 18, 4); -DEFINE_CONVOLUTION_LAYER(res_3_block1_conv_proj_conv2d, 64, 128, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 18, 20, 16, 4, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(res_3_block1_conv_sep_conv2d, 128, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(res_3_block1_conv_sep_relu, 128, 1.350910); +DEFINE_CONVOLUTION_LAYER(res_3_block1_conv_dw_conv2d, 128, 3, 3, 128, 128, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(res_3_block1_conv_dw_relu, 128, 1.168138); +DEFINE_CONVOLUTION_LAYER(res_3_block1_conv_proj_conv2d, 64, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); DEFINE_BINARY_LAYER(_plus1, 0, 0, 0.000000); -DEFINE_CONVOLUTION_LAYER(res_3_block2_conv_sep_conv2d, 128, 64, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 20, 20, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(res_3_block2_conv_sep_relu, 128, 21, 4); -DEFINE_CONVOLUTION_LAYER(res_3_block2_conv_dw_conv2d, 128, 128, 3, 3, 128, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 19, 18, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(res_3_block2_conv_dw_relu, 128, 17, 4); -DEFINE_CONVOLUTION_LAYER(res_3_block2_conv_proj_conv2d, 64, 128, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 27, 20, 16, 4, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(res_3_block2_conv_sep_conv2d, 128, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(res_3_block2_conv_sep_relu, 128, 1.324777); +DEFINE_CONVOLUTION_LAYER(res_3_block2_conv_dw_conv2d, 128, 3, 3, 128, 128, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(res_3_block2_conv_dw_relu, 128, 1.079606); +DEFINE_CONVOLUTION_LAYER(res_3_block2_conv_proj_conv2d, 64, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); DEFINE_BINARY_LAYER(_plus2, 0, 0, 0.000000); -DEFINE_CONVOLUTION_LAYER(res_3_block3_conv_sep_conv2d, 128, 64, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 28, 21, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(res_3_block3_conv_sep_relu, 128, 24, 4); -DEFINE_CONVOLUTION_LAYER(res_3_block3_conv_dw_conv2d, 128, 128, 3, 3, 128, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 21, 18, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(res_3_block3_conv_dw_relu, 128, 20, 4); -DEFINE_CONVOLUTION_LAYER(res_3_block3_conv_proj_conv2d, 64, 128, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 31, 21, 16, 4, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(res_3_block3_conv_sep_conv2d, 128, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(res_3_block3_conv_sep_relu, 128, 1.538132); +DEFINE_CONVOLUTION_LAYER(res_3_block3_conv_dw_conv2d, 128, 3, 3, 128, 128, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(res_3_block3_conv_dw_relu, 128, 1.303342); +DEFINE_CONVOLUTION_LAYER(res_3_block3_conv_proj_conv2d, 64, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); DEFINE_BINARY_LAYER(_plus3, 0, 0, 0.000000); -DEFINE_CONVOLUTION_LAYER(dconv_34_conv_sep_conv2d, 256, 64, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 24, 20, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(dconv_34_conv_sep_relu, 256, 25, 4); -DEFINE_CONVOLUTION_LAYER(dconv_34_conv_dw_conv2d, 256, 256, 3, 3, 256, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 18, 18, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(dconv_34_conv_dw_relu, 256, 20, 4); -DEFINE_CONVOLUTION_LAYER(dconv_34_conv_proj_conv2d, 128, 256, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 16, 21, 16, 4, 32767, -32768); -DEFINE_CONVOLUTION_LAYER(res_4_block0_conv_sep_conv2d, 256, 128, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 23, 21, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(res_4_block0_conv_sep_relu, 256, 23, 4); -DEFINE_CONVOLUTION_LAYER(res_4_block0_conv_dw_conv2d, 256, 256, 3, 3, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 19, 18, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(res_4_block0_conv_dw_relu, 256, 19, 4); -DEFINE_CONVOLUTION_LAYER(res_4_block0_conv_proj_conv2d, 128, 256, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 23, 21, 16, 4, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(dconv_34_conv_sep_conv2d, 256, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(dconv_34_conv_sep_relu, 256, 1.618848); +DEFINE_CONVOLUTION_LAYER(dconv_34_conv_dw_conv2d, 256, 3, 3, 256, 256, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(dconv_34_conv_dw_relu, 256, 1.273718); +DEFINE_CONVOLUTION_LAYER(dconv_34_conv_proj_conv2d, 128, 1, 1, 256, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(res_4_block0_conv_sep_conv2d, 256, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(res_4_block0_conv_sep_relu, 256, 1.468157); +DEFINE_CONVOLUTION_LAYER(res_4_block0_conv_dw_conv2d, 256, 3, 3, 256, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(res_4_block0_conv_dw_relu, 256, 1.233597); +DEFINE_CONVOLUTION_LAYER(res_4_block0_conv_proj_conv2d, 128, 1, 1, 256, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); DEFINE_BINARY_LAYER(_plus4, 0, 0, 0.000000); -DEFINE_CONVOLUTION_LAYER(res_4_block1_conv_sep_conv2d, 256, 128, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 23, 21, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(res_4_block1_conv_sep_relu, 256, 20, 4); -DEFINE_CONVOLUTION_LAYER(res_4_block1_conv_dw_conv2d, 256, 256, 3, 3, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 19, 18, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(res_4_block1_conv_dw_relu, 256, 20, 4); -DEFINE_CONVOLUTION_LAYER(res_4_block1_conv_proj_conv2d, 128, 256, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 16, 20, 16, 4, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(res_4_block1_conv_sep_conv2d, 256, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(res_4_block1_conv_sep_relu, 256, 1.303579); +DEFINE_CONVOLUTION_LAYER(res_4_block1_conv_dw_conv2d, 256, 3, 3, 256, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(res_4_block1_conv_dw_relu, 256, 1.305591); +DEFINE_CONVOLUTION_LAYER(res_4_block1_conv_proj_conv2d, 128, 1, 1, 256, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); DEFINE_BINARY_LAYER(_plus5, 0, 0, 0.000000); -DEFINE_CONVOLUTION_LAYER(res_4_block2_conv_sep_conv2d, 256, 128, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 16, 20, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(res_4_block2_conv_sep_relu, 256, 18, 4); -DEFINE_CONVOLUTION_LAYER(res_4_block2_conv_dw_conv2d, 256, 256, 3, 3, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 28, 19, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(res_4_block2_conv_dw_relu, 256, 17, 4); -DEFINE_CONVOLUTION_LAYER(res_4_block2_conv_proj_conv2d, 128, 256, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 20, 20, 16, 4, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(res_4_block2_conv_sep_conv2d, 256, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(res_4_block2_conv_sep_relu, 256, 1.137155); +DEFINE_CONVOLUTION_LAYER(res_4_block2_conv_dw_conv2d, 256, 3, 3, 256, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(res_4_block2_conv_dw_relu, 256, 1.087977); +DEFINE_CONVOLUTION_LAYER(res_4_block2_conv_proj_conv2d, 128, 1, 1, 256, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); DEFINE_BINARY_LAYER(_plus6, 0, 0, 0.000000); -DEFINE_CONVOLUTION_LAYER(res_4_block3_conv_sep_conv2d, 256, 128, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 23, 21, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(res_4_block3_conv_sep_relu, 256, 17, 4); -DEFINE_CONVOLUTION_LAYER(res_4_block3_conv_dw_conv2d, 256, 256, 3, 3, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 16, 18, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(res_4_block3_conv_dw_relu, 256, 18, 4); -DEFINE_CONVOLUTION_LAYER(res_4_block3_conv_proj_conv2d, 128, 256, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 17, 20, 16, 4, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(res_4_block3_conv_sep_conv2d, 256, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(res_4_block3_conv_sep_relu, 256, 1.095508); +DEFINE_CONVOLUTION_LAYER(res_4_block3_conv_dw_conv2d, 256, 3, 3, 256, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(res_4_block3_conv_dw_relu, 256, 1.174270); +DEFINE_CONVOLUTION_LAYER(res_4_block3_conv_proj_conv2d, 128, 1, 1, 256, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); DEFINE_BINARY_LAYER(_plus7, 0, 0, 0.000000); -DEFINE_CONVOLUTION_LAYER(res_4_block4_conv_sep_conv2d, 256, 128, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 22, 21, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(res_4_block4_conv_sep_relu, 256, 20, 4); -DEFINE_CONVOLUTION_LAYER(res_4_block4_conv_dw_conv2d, 256, 256, 3, 3, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 24, 18, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(res_4_block4_conv_dw_relu, 256, 21, 4); -DEFINE_CONVOLUTION_LAYER(res_4_block4_conv_proj_conv2d, 128, 256, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 16, 20, 16, 4, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(res_4_block4_conv_sep_conv2d, 256, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(res_4_block4_conv_sep_relu, 256, 1.275652); +DEFINE_CONVOLUTION_LAYER(res_4_block4_conv_dw_conv2d, 256, 3, 3, 256, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(res_4_block4_conv_dw_relu, 256, 1.371176); +DEFINE_CONVOLUTION_LAYER(res_4_block4_conv_proj_conv2d, 128, 1, 1, 256, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); DEFINE_BINARY_LAYER(_plus8, 0, 0, 0.000000); -DEFINE_CONVOLUTION_LAYER(res_4_block5_conv_sep_conv2d, 256, 128, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 18, 21, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(res_4_block5_conv_sep_relu, 256, 21, 4); -DEFINE_CONVOLUTION_LAYER(res_4_block5_conv_dw_conv2d, 256, 256, 3, 3, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 16, 18, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(res_4_block5_conv_dw_relu, 256, 17, 4); -DEFINE_CONVOLUTION_LAYER(res_4_block5_conv_proj_conv2d, 128, 256, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 25, 20, 16, 4, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(res_4_block5_conv_sep_conv2d, 256, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(res_4_block5_conv_sep_relu, 256, 1.338954); +DEFINE_CONVOLUTION_LAYER(res_4_block5_conv_dw_conv2d, 256, 3, 3, 256, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(res_4_block5_conv_dw_relu, 256, 1.090248); +DEFINE_CONVOLUTION_LAYER(res_4_block5_conv_proj_conv2d, 128, 1, 1, 256, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); DEFINE_BINARY_LAYER(_plus9, 0, 0, 0.000000); -DEFINE_CONVOLUTION_LAYER(dconv_45_conv_sep_conv2d, 512, 128, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 27, 21, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(dconv_45_conv_sep_relu, 512, 20, 4); -DEFINE_CONVOLUTION_LAYER(dconv_45_conv_dw_conv2d, 512, 512, 3, 3, 512, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 16, 18, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(dconv_45_conv_dw_relu, 512, 21, 4); -DEFINE_CONVOLUTION_LAYER(dconv_45_conv_proj_conv2d, 128, 512, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 19, 21, 16, 4, 32767, -32768); -DEFINE_CONVOLUTION_LAYER(res_5_block0_conv_sep_conv2d, 256, 128, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 24, 21, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(res_5_block0_conv_sep_relu, 256, 18, 4); -DEFINE_CONVOLUTION_LAYER(res_5_block0_conv_dw_conv2d, 256, 256, 3, 3, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 17, 18, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(res_5_block0_conv_dw_relu, 256, 20, 4); -DEFINE_CONVOLUTION_LAYER(res_5_block0_conv_proj_conv2d, 128, 256, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 31, 21, 16, 4, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(dconv_45_conv_sep_conv2d, 512, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(dconv_45_conv_sep_relu, 512, 1.284771); +DEFINE_CONVOLUTION_LAYER(dconv_45_conv_dw_conv2d, 512, 3, 3, 512, 512, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(dconv_45_conv_dw_relu, 512, 1.345112); +DEFINE_CONVOLUTION_LAYER(dconv_45_conv_proj_conv2d, 128, 1, 1, 512, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(res_5_block0_conv_sep_conv2d, 256, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(res_5_block0_conv_sep_relu, 256, 1.149094); +DEFINE_CONVOLUTION_LAYER(res_5_block0_conv_dw_conv2d, 256, 3, 3, 256, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(res_5_block0_conv_dw_relu, 256, 1.283162); +DEFINE_CONVOLUTION_LAYER(res_5_block0_conv_proj_conv2d, 128, 1, 1, 256, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); DEFINE_BINARY_LAYER(_plus10, 0, 0, 0.000000); -DEFINE_CONVOLUTION_LAYER(res_5_block1_conv_sep_conv2d, 256, 128, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 27, 21, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(res_5_block1_conv_sep_relu, 256, 31, 5); -DEFINE_CONVOLUTION_LAYER(res_5_block1_conv_dw_conv2d, 256, 256, 3, 3, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 27, 18, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(res_5_block1_conv_dw_relu, 256, 19, 4); -DEFINE_CONVOLUTION_LAYER(res_5_block1_conv_proj_conv2d, 128, 256, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 19, 20, 16, 4, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(res_5_block1_conv_sep_conv2d, 256, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(res_5_block1_conv_sep_relu, 256, 0.999906); +DEFINE_CONVOLUTION_LAYER(res_5_block1_conv_dw_conv2d, 256, 3, 3, 256, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(res_5_block1_conv_dw_relu, 256, 1.195289); +DEFINE_CONVOLUTION_LAYER(res_5_block1_conv_proj_conv2d, 128, 1, 1, 256, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); DEFINE_BINARY_LAYER(_plus11, 0, 0, 0.000000); -DEFINE_CONVOLUTION_LAYER(conv_6sep_conv2d, 512, 128, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 17, 19, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(conv_6sep_relu, 512, 21, 4); -DEFINE_CONVOLUTION_LAYER(conv_6dw7_7_conv2d, 512, 512, 7, 7, 512, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 28, 15, 16, 4, 32767, -32768); -DEFINE_INNER_PRODUCT_LAYER(pre_fc1, 1, 1, 512, 128, 1, 26, 22, 16, 4, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(conv_6sep_conv2d, 512, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(conv_6sep_relu, 512, 1.323731); +DEFINE_CONVOLUTION_LAYER(conv_6dw7_7_conv2d, 512, 7, 7, 512, 512, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_INNER_PRODUCT_LAYER(pre_fc1, 1, 1, 512, 128, 1, 1, 1.000000, 32767, -32768); static blob_info_t network_blobs[] = { - BLOB_INSTANCE(1, 3, 112, 112, 3, 1, 258.574280), - BLOB_INSTANCE(1, 3, 112, 112, 3, 1, 33099.628906), - BLOB_INSTANCE(1, 64, 28, 28, 3, 2, 2878.293945), - BLOB_INSTANCE(1, 128, 7, 7, 3, 2, 4928.541992), - BLOB_INSTANCE(1, 128, 7, 7, 3, 1, 4050.648438), - BLOB_INSTANCE(1, 64, 28, 28, 3, 2, 2501.483398), - BLOB_INSTANCE(1, 64, 28, 28, 3, 2, 2349.755127), - BLOB_INSTANCE(1, 64, 28, 28, 3, 1, 1455.222900), - BLOB_INSTANCE(1, 128, 14, 14, 3, 2, 4589.651367), - BLOB_INSTANCE(1, 128, 14, 14, 3, 2, 3972.885498), - BLOB_INSTANCE(1, 128, 14, 14, 3, 2, 3737.818115), - BLOB_INSTANCE(1, 128, 14, 14, 3, 2, 3672.045898), - BLOB_INSTANCE(1, 128, 14, 14, 3, 2, 2928.467285), - BLOB_INSTANCE(1, 128, 14, 14, 3, 1, 2416.114990), - BLOB_INSTANCE(1, 64, 56, 56, 3, 1, 4166.681152), - BLOB_INSTANCE(1, 64, 56, 56, 3, 1, 3705.934814), - BLOB_INSTANCE(1, 64, 56, 56, 3, 1, 2093.409912), - BLOB_INSTANCE(1, 64, 56, 56, 3, 1, 3511.559326), - BLOB_INSTANCE(1, 512, 1, 1, 3, 1, 9867.916992), - BLOB_INSTANCE(1, 512, 7, 7, 3, 1, 2836.698975), - BLOB_INSTANCE(1, 512, 7, 7, 3, 1, 3755.026611), - BLOB_INSTANCE(1, 3, 112, 112, 3, 1, 128.907166), - BLOB_INSTANCE(1, 128, 28, 28, 3, 1, 2330.149414), - BLOB_INSTANCE(1, 128, 28, 28, 3, 1, 4775.025391), - BLOB_INSTANCE(1, 64, 28, 28, 3, 2, 3316.075439), - BLOB_INSTANCE(1, 128, 56, 56, 3, 1, 2559.130859), - BLOB_INSTANCE(1, 128, 56, 56, 3, 1, 5632.714844), - BLOB_INSTANCE(1, 256, 14, 14, 3, 1, 4420.539062), - BLOB_INSTANCE(1, 256, 14, 14, 3, 1, 5630.520996), - BLOB_INSTANCE(1, 128, 14, 14, 3, 2, 4691.534180), - BLOB_INSTANCE(1, 256, 28, 28, 3, 1, 4771.489746), - BLOB_INSTANCE(1, 256, 28, 28, 3, 1, 7724.318848), - BLOB_INSTANCE(1, 512, 7, 7, 3, 1, 5143.857422), - BLOB_INSTANCE(1, 512, 7, 7, 3, 1, 6919.066406), - BLOB_INSTANCE(1, 128, 7, 7, 3, 2, 5284.629883), - BLOB_INSTANCE(1, 512, 14, 14, 3, 1, 10086.357422), - BLOB_INSTANCE(1, 512, 14, 14, 3, 1, 12958.655273), - BLOB_INSTANCE(1, 1, 1, 128, 3, 0, 11346.765625), - BLOB_INSTANCE(1, 128, 28, 28, 3, 1, 4263.561035), - BLOB_INSTANCE(1, 128, 28, 28, 3, 1, 5758.546875), - BLOB_INSTANCE(1, 64, 28, 28, 3, 1, 5574.289551), - BLOB_INSTANCE(1, 128, 28, 28, 3, 1, 7523.759766), - BLOB_INSTANCE(1, 128, 28, 28, 3, 1, 10004.610352), - BLOB_INSTANCE(1, 128, 28, 28, 3, 1, 4430.286621), - BLOB_INSTANCE(1, 128, 28, 28, 3, 1, 5175.185547), - BLOB_INSTANCE(1, 64, 28, 28, 3, 1, 4874.010742), - BLOB_INSTANCE(1, 128, 28, 28, 3, 1, 6894.509766), - BLOB_INSTANCE(1, 128, 28, 28, 3, 1, 9313.859375), - BLOB_INSTANCE(1, 128, 28, 28, 3, 1, 3707.895020), - BLOB_INSTANCE(1, 128, 28, 28, 3, 1, 4003.063965), - BLOB_INSTANCE(1, 64, 28, 28, 3, 1, 3520.273926), - BLOB_INSTANCE(1, 128, 28, 28, 3, 1, 6885.208008), - BLOB_INSTANCE(1, 128, 28, 28, 3, 1, 9121.365234), - BLOB_INSTANCE(1, 128, 28, 28, 3, 1, 3388.567627), - BLOB_INSTANCE(1, 128, 28, 28, 3, 1, 4416.462402), - BLOB_INSTANCE(1, 64, 28, 28, 3, 1, 2189.203613), - BLOB_INSTANCE(1, 128, 28, 28, 3, 1, 6551.002930), - BLOB_INSTANCE(1, 128, 28, 28, 3, 1, 10076.304688), - BLOB_INSTANCE(1, 256, 14, 14, 3, 1, 5750.109375), - BLOB_INSTANCE(1, 256, 14, 14, 3, 1, 7093.315918), - BLOB_INSTANCE(1, 128, 14, 14, 3, 1, 8391.717773), - BLOB_INSTANCE(1, 256, 14, 14, 3, 1, 9036.581055), - BLOB_INSTANCE(1, 256, 14, 14, 3, 1, 13267.119141), - BLOB_INSTANCE(1, 256, 14, 14, 3, 1, 5286.216797), - BLOB_INSTANCE(1, 256, 14, 14, 3, 1, 6901.637207), - BLOB_INSTANCE(1, 128, 14, 14, 3, 1, 9132.899414), - BLOB_INSTANCE(1, 256, 14, 14, 3, 1, 8933.967773), - BLOB_INSTANCE(1, 256, 14, 14, 3, 1, 11646.130859), - BLOB_INSTANCE(1, 256, 14, 14, 3, 1, 4695.138184), - BLOB_INSTANCE(1, 256, 14, 14, 3, 1, 5108.200195), - BLOB_INSTANCE(1, 128, 14, 14, 3, 1, 6929.347656), - BLOB_INSTANCE(1, 256, 14, 14, 3, 1, 10822.852539), - BLOB_INSTANCE(1, 256, 14, 14, 3, 1, 12307.255859), - BLOB_INSTANCE(1, 256, 14, 14, 3, 1, 5127.305664), - BLOB_INSTANCE(1, 256, 14, 14, 3, 1, 6020.838867), - BLOB_INSTANCE(1, 128, 14, 14, 3, 1, 6097.985352), - BLOB_INSTANCE(1, 256, 14, 14, 3, 1, 10954.795898), - BLOB_INSTANCE(1, 256, 14, 14, 3, 1, 12001.063477), - BLOB_INSTANCE(1, 256, 14, 14, 3, 1, 5062.904785), - BLOB_INSTANCE(1, 256, 14, 14, 3, 1, 6942.133789), - BLOB_INSTANCE(1, 128, 14, 14, 3, 1, 5631.676758), - BLOB_INSTANCE(1, 256, 14, 14, 3, 1, 9360.865234), - BLOB_INSTANCE(1, 256, 14, 14, 3, 1, 11941.206055), - BLOB_INSTANCE(1, 256, 14, 14, 3, 1, 4363.586914), - BLOB_INSTANCE(1, 256, 14, 14, 3, 1, 4757.394043), - BLOB_INSTANCE(1, 128, 14, 14, 3, 1, 4571.678223), - BLOB_INSTANCE(1, 256, 14, 14, 3, 1, 8666.872070), - BLOB_INSTANCE(1, 256, 14, 14, 3, 1, 11604.541016), - BLOB_INSTANCE(1, 256, 7, 7, 3, 1, 7023.940430), - BLOB_INSTANCE(1, 256, 7, 7, 3, 1, 9012.854492), - BLOB_INSTANCE(1, 128, 7, 7, 3, 1, 8117.747070), - BLOB_INSTANCE(1, 256, 7, 7, 3, 1, 12367.504883), - BLOB_INSTANCE(1, 256, 7, 7, 3, 1, 14211.426758), - BLOB_INSTANCE(1, 256, 7, 7, 3, 1, 6443.375488), - BLOB_INSTANCE(1, 256, 7, 7, 3, 1, 7701.693848), - BLOB_INSTANCE(1, 128, 7, 7, 3, 1, 6348.611328), - BLOB_INSTANCE(1, 256, 7, 7, 3, 1, 11984.914062), - BLOB_INSTANCE(1, 256, 7, 7, 3, 1, 11983.783203), + BLOB_INSTANCE(1, 112, 112, 3, 3, 1, 258.574280), + BLOB_INSTANCE(1, 112, 112, 3, 3, 1, 33099.628906), + BLOB_INSTANCE(1, 28, 28, 64, 3, 2, 2878.293945), + BLOB_INSTANCE(1, 7, 7, 128, 3, 2, 4928.541992), + BLOB_INSTANCE(1, 7, 7, 128, 3, 1, 4050.648438), + BLOB_INSTANCE(1, 28, 28, 64, 3, 2, 2501.483398), + BLOB_INSTANCE(1, 28, 28, 64, 3, 2, 2349.755127), + BLOB_INSTANCE(1, 28, 28, 64, 3, 1, 1455.222900), + BLOB_INSTANCE(1, 14, 14, 128, 3, 2, 4589.651367), + BLOB_INSTANCE(1, 14, 14, 128, 3, 2, 3972.885498), + BLOB_INSTANCE(1, 14, 14, 128, 3, 2, 3737.818115), + BLOB_INSTANCE(1, 14, 14, 128, 3, 2, 3672.045898), + BLOB_INSTANCE(1, 14, 14, 128, 3, 2, 2928.467285), + BLOB_INSTANCE(1, 14, 14, 128, 3, 1, 2416.114990), + BLOB_INSTANCE(1, 56, 56, 64, 3, 1, 4166.681152), + BLOB_INSTANCE(1, 56, 56, 64, 3, 1, 3705.934814), + BLOB_INSTANCE(1, 56, 56, 64, 3, 1, 2093.409912), + BLOB_INSTANCE(1, 56, 56, 64, 3, 1, 3511.559326), + BLOB_INSTANCE(1, 1, 1, 512, 3, 1, 9867.916992), + BLOB_INSTANCE(1, 7, 7, 512, 3, 1, 2836.698975), + BLOB_INSTANCE(1, 7, 7, 512, 3, 1, 3755.026611), + BLOB_INSTANCE(1, 112, 112, 3, 3, 1, 128.907166), + BLOB_INSTANCE(1, 28, 28, 128, 3, 1, 2330.149414), + BLOB_INSTANCE(1, 28, 28, 128, 3, 1, 4775.025391), + BLOB_INSTANCE(1, 28, 28, 64, 3, 2, 3316.075439), + BLOB_INSTANCE(1, 56, 56, 128, 3, 1, 2559.130859), + BLOB_INSTANCE(1, 56, 56, 128, 3, 1, 5632.714844), + BLOB_INSTANCE(1, 14, 14, 256, 3, 1, 4420.539062), + BLOB_INSTANCE(1, 14, 14, 256, 3, 1, 5630.520996), + BLOB_INSTANCE(1, 14, 14, 128, 3, 2, 4691.534180), + BLOB_INSTANCE(1, 28, 28, 256, 3, 1, 4771.489746), + BLOB_INSTANCE(1, 28, 28, 256, 3, 1, 7724.318848), + BLOB_INSTANCE(1, 7, 7, 512, 3, 1, 5143.857422), + BLOB_INSTANCE(1, 7, 7, 512, 3, 1, 6919.066406), + BLOB_INSTANCE(1, 7, 7, 128, 3, 2, 5284.629883), + BLOB_INSTANCE(1, 14, 14, 512, 3, 1, 10086.357422), + BLOB_INSTANCE(1, 14, 14, 512, 3, 1, 12958.655273), + BLOB_INSTANCE(1, 1, 128, 1, 3, 0, 11346.765625), + BLOB_INSTANCE(1, 28, 28, 128, 3, 1, 4263.561035), + BLOB_INSTANCE(1, 28, 28, 128, 3, 1, 5758.546875), + BLOB_INSTANCE(1, 28, 28, 64, 3, 1, 5574.289551), + BLOB_INSTANCE(1, 28, 28, 128, 3, 1, 7523.759766), + BLOB_INSTANCE(1, 28, 28, 128, 3, 1, 10004.610352), + BLOB_INSTANCE(1, 28, 28, 128, 3, 1, 4430.286621), + BLOB_INSTANCE(1, 28, 28, 128, 3, 1, 5175.185547), + BLOB_INSTANCE(1, 28, 28, 64, 3, 1, 4874.010742), + BLOB_INSTANCE(1, 28, 28, 128, 3, 1, 6894.509766), + BLOB_INSTANCE(1, 28, 28, 128, 3, 1, 9313.859375), + BLOB_INSTANCE(1, 28, 28, 128, 3, 1, 3707.895020), + BLOB_INSTANCE(1, 28, 28, 128, 3, 1, 4003.063965), + BLOB_INSTANCE(1, 28, 28, 64, 3, 1, 3520.273926), + BLOB_INSTANCE(1, 28, 28, 128, 3, 1, 6885.208008), + BLOB_INSTANCE(1, 28, 28, 128, 3, 1, 9121.365234), + BLOB_INSTANCE(1, 28, 28, 128, 3, 1, 3388.567627), + BLOB_INSTANCE(1, 28, 28, 128, 3, 1, 4416.462402), + BLOB_INSTANCE(1, 28, 28, 64, 3, 1, 2189.203613), + BLOB_INSTANCE(1, 28, 28, 128, 3, 1, 6551.002930), + BLOB_INSTANCE(1, 28, 28, 128, 3, 1, 10076.304688), + BLOB_INSTANCE(1, 14, 14, 256, 3, 1, 5750.109375), + BLOB_INSTANCE(1, 14, 14, 256, 3, 1, 7093.315918), + BLOB_INSTANCE(1, 14, 14, 128, 3, 1, 8391.717773), + BLOB_INSTANCE(1, 14, 14, 256, 3, 1, 9036.581055), + BLOB_INSTANCE(1, 14, 14, 256, 3, 1, 13267.119141), + BLOB_INSTANCE(1, 14, 14, 256, 3, 1, 5286.216797), + BLOB_INSTANCE(1, 14, 14, 256, 3, 1, 6901.637207), + BLOB_INSTANCE(1, 14, 14, 128, 3, 1, 9132.899414), + BLOB_INSTANCE(1, 14, 14, 256, 3, 1, 8933.967773), + BLOB_INSTANCE(1, 14, 14, 256, 3, 1, 11646.130859), + BLOB_INSTANCE(1, 14, 14, 256, 3, 1, 4695.138184), + BLOB_INSTANCE(1, 14, 14, 256, 3, 1, 5108.200195), + BLOB_INSTANCE(1, 14, 14, 128, 3, 1, 6929.347656), + BLOB_INSTANCE(1, 14, 14, 256, 3, 1, 10822.852539), + BLOB_INSTANCE(1, 14, 14, 256, 3, 1, 12307.255859), + BLOB_INSTANCE(1, 14, 14, 256, 3, 1, 5127.305664), + BLOB_INSTANCE(1, 14, 14, 256, 3, 1, 6020.838867), + BLOB_INSTANCE(1, 14, 14, 128, 3, 1, 6097.985352), + BLOB_INSTANCE(1, 14, 14, 256, 3, 1, 10954.795898), + BLOB_INSTANCE(1, 14, 14, 256, 3, 1, 12001.063477), + BLOB_INSTANCE(1, 14, 14, 256, 3, 1, 5062.904785), + BLOB_INSTANCE(1, 14, 14, 256, 3, 1, 6942.133789), + BLOB_INSTANCE(1, 14, 14, 128, 3, 1, 5631.676758), + BLOB_INSTANCE(1, 14, 14, 256, 3, 1, 9360.865234), + BLOB_INSTANCE(1, 14, 14, 256, 3, 1, 11941.206055), + BLOB_INSTANCE(1, 14, 14, 256, 3, 1, 4363.586914), + BLOB_INSTANCE(1, 14, 14, 256, 3, 1, 4757.394043), + BLOB_INSTANCE(1, 14, 14, 128, 3, 1, 4571.678223), + BLOB_INSTANCE(1, 14, 14, 256, 3, 1, 8666.872070), + BLOB_INSTANCE(1, 14, 14, 256, 3, 1, 11604.541016), + BLOB_INSTANCE(1, 7, 7, 256, 3, 1, 7023.940430), + BLOB_INSTANCE(1, 7, 7, 256, 3, 1, 9012.854492), + BLOB_INSTANCE(1, 7, 7, 128, 3, 1, 8117.747070), + BLOB_INSTANCE(1, 7, 7, 256, 3, 1, 12367.504883), + BLOB_INSTANCE(1, 7, 7, 256, 3, 1, 14211.426758), + BLOB_INSTANCE(1, 7, 7, 256, 3, 1, 6443.375488), + BLOB_INSTANCE(1, 7, 7, 256, 3, 1, 7701.693848), + BLOB_INSTANCE(1, 7, 7, 128, 3, 1, 6348.611328), + BLOB_INSTANCE(1, 7, 7, 256, 3, 1, 11984.914062), + BLOB_INSTANCE(1, 7, 7, 256, 3, 1, 11983.783203), }; diff --git a/c-netend/examples/models/face/mobilefacenet-opt.table b/c-netend/examples/models/face/mobilefacenet-opt.table index 5648acb..6426f0f 100644 --- a/c-netend/examples/models/face/mobilefacenet-opt.table +++ b/c-netend/examples/models/face/mobilefacenet-opt.table @@ -1,122 +1,122 @@ -data 128.907166 -_minusscalar0 258.574280 -_mulscalar0 33099.628906 -conv_1_batchnorm 4166.681152 -conv_1_relu 3705.934814 -conv_2_dw_batchnorm 2093.409912 -conv_2_dw_relu 3511.559326 -dconv_23_conv_sep_batchnorm 2559.130859 -dconv_23_conv_sep_relu 5632.714844 -dconv_23_conv_dw_batchnorm 2330.149414 -dconv_23_conv_dw_relu 4775.025391 -dconv_23_conv_proj_batchnorm 3316.075439 -dconv_23_conv_proj_batchnorm_splitncnn_0 3316.075439 -dconv_23_conv_proj_batchnorm_splitncnn_1 3316.075439 -res_3_block0_conv_sep_batchnorm 7523.759766 -res_3_block0_conv_sep_relu 10004.610352 -res_3_block0_conv_dw_batchnorm 4263.561035 -res_3_block0_conv_dw_relu 5758.546875 -res_3_block0_conv_proj_batchnorm 5574.289551 -_plus0 2878.293945 -_plus0_splitncnn_0 2878.293945 -_plus0_splitncnn_1 2878.293945 -res_3_block1_conv_sep_batchnorm 6894.509766 -res_3_block1_conv_sep_relu 9313.859375 -res_3_block1_conv_dw_batchnorm 4430.286621 -res_3_block1_conv_dw_relu 5175.185547 -res_3_block1_conv_proj_batchnorm 4874.010742 -_plus1 2501.483398 -_plus1_splitncnn_0 2501.483398 -_plus1_splitncnn_1 2501.483398 -res_3_block2_conv_sep_batchnorm 6885.208008 -res_3_block2_conv_sep_relu 9121.365234 -res_3_block2_conv_dw_batchnorm 3707.895020 -res_3_block2_conv_dw_relu 4003.063965 -res_3_block2_conv_proj_batchnorm 3520.273926 -_plus2 2349.755127 -_plus2_splitncnn_0 2349.755127 -_plus2_splitncnn_1 2349.755127 -res_3_block3_conv_sep_batchnorm 6551.002930 -res_3_block3_conv_sep_relu 10076.304688 -res_3_block3_conv_dw_batchnorm 3388.567627 -res_3_block3_conv_dw_relu 4416.462402 -res_3_block3_conv_proj_batchnorm 2189.203613 -_plus3 1455.222900 -dconv_34_conv_sep_batchnorm 4771.489746 -dconv_34_conv_sep_relu 7724.318848 -dconv_34_conv_dw_batchnorm 4420.539062 -dconv_34_conv_dw_relu 5630.520996 -dconv_34_conv_proj_batchnorm 4691.534180 -dconv_34_conv_proj_batchnorm_splitncnn_0 4691.534180 -dconv_34_conv_proj_batchnorm_splitncnn_1 4691.534180 -res_4_block0_conv_sep_batchnorm 9036.581055 -res_4_block0_conv_sep_relu 13267.119141 -res_4_block0_conv_dw_batchnorm 5750.109375 -res_4_block0_conv_dw_relu 7093.315918 -res_4_block0_conv_proj_batchnorm 8391.717773 -_plus4 4589.651367 -_plus4_splitncnn_0 4589.651367 -_plus4_splitncnn_1 4589.651367 -res_4_block1_conv_sep_batchnorm 8933.967773 -res_4_block1_conv_sep_relu 11646.130859 -res_4_block1_conv_dw_batchnorm 5286.216797 -res_4_block1_conv_dw_relu 6901.637207 -res_4_block1_conv_proj_batchnorm 9132.899414 -_plus5 3972.885498 -_plus5_splitncnn_0 3972.885498 -_plus5_splitncnn_1 3972.885498 -res_4_block2_conv_sep_batchnorm 10822.852539 -res_4_block2_conv_sep_relu 12307.255859 -res_4_block2_conv_dw_batchnorm 4695.138184 -res_4_block2_conv_dw_relu 5108.200195 -res_4_block2_conv_proj_batchnorm 6929.347656 -_plus6 3737.818115 -_plus6_splitncnn_0 3737.818115 -_plus6_splitncnn_1 3737.818115 -res_4_block3_conv_sep_batchnorm 10954.795898 -res_4_block3_conv_sep_relu 12001.063477 -res_4_block3_conv_dw_batchnorm 5127.305664 -res_4_block3_conv_dw_relu 6020.838867 -res_4_block3_conv_proj_batchnorm 6097.985352 -_plus7 3672.045898 -_plus7_splitncnn_0 3672.045898 -_plus7_splitncnn_1 3672.045898 -res_4_block4_conv_sep_batchnorm 9360.865234 -res_4_block4_conv_sep_relu 11941.206055 -res_4_block4_conv_dw_batchnorm 5062.904785 -res_4_block4_conv_dw_relu 6942.133789 -res_4_block4_conv_proj_batchnorm 5631.676758 -_plus8 2928.467285 -_plus8_splitncnn_0 2928.467285 -_plus8_splitncnn_1 2928.467285 -res_4_block5_conv_sep_batchnorm 8666.872070 -res_4_block5_conv_sep_relu 11604.541016 -res_4_block5_conv_dw_batchnorm 4363.586914 -res_4_block5_conv_dw_relu 4757.394043 -res_4_block5_conv_proj_batchnorm 4571.678223 -_plus9 2416.114990 -dconv_45_conv_sep_batchnorm 10086.357422 -dconv_45_conv_sep_relu 12958.655273 -dconv_45_conv_dw_batchnorm 5143.857422 -dconv_45_conv_dw_relu 6919.066406 -dconv_45_conv_proj_batchnorm 5284.629883 -dconv_45_conv_proj_batchnorm_splitncnn_0 5284.629883 -dconv_45_conv_proj_batchnorm_splitncnn_1 5284.629883 -res_5_block0_conv_sep_batchnorm 12367.504883 -res_5_block0_conv_sep_relu 14211.426758 -res_5_block0_conv_dw_batchnorm 7023.940430 -res_5_block0_conv_dw_relu 9012.854492 -res_5_block0_conv_proj_batchnorm 8117.747070 -_plus10 4928.541992 -_plus10_splitncnn_0 4928.541992 -_plus10_splitncnn_1 4928.541992 -res_5_block1_conv_sep_batchnorm 11984.914062 -res_5_block1_conv_sep_relu 11983.783203 -res_5_block1_conv_dw_batchnorm 6443.375488 -res_5_block1_conv_dw_relu 7701.693848 -res_5_block1_conv_proj_batchnorm 6348.611328 -_plus11 4050.648438 -conv_6sep_batchnorm 2836.698975 -conv_6sep_relu 3755.026611 -conv_6dw7_7_batchnorm 9867.916992 -fc1 11346.765625 +data 254.190674 +_minusscalar0 126.721802 +_mulscalar0 0.989951 +conv_1_batchnorm 7.864053 +conv_1_relu 8.841763 +conv_2_dw_batchnorm 15.652453 +conv_2_dw_relu 9.331182 +dconv_23_conv_sep_batchnorm 12.803957 +dconv_23_conv_sep_relu 5.817266 +dconv_23_conv_dw_batchnorm 14.062189 +dconv_23_conv_dw_relu 6.862163 +dconv_23_conv_proj_batchnorm 9.881259 +dconv_23_conv_proj_batchnorm_splitncnn_0 9.881259 +dconv_23_conv_proj_batchnorm_splitncnn_1 9.881259 +res_3_block0_conv_sep_batchnorm 4.355136 +res_3_block0_conv_sep_relu 3.275190 +res_3_block0_conv_dw_batchnorm 7.685360 +res_3_block0_conv_dw_relu 5.690151 +res_3_block0_conv_proj_batchnorm 5.878238 +_plus0 11.384174 +_plus0_splitncnn_0 11.384174 +_plus0_splitncnn_1 11.384174 +res_3_block1_conv_sep_batchnorm 4.752622 +res_3_block1_conv_sep_relu 3.518090 +res_3_block1_conv_dw_batchnorm 7.396135 +res_3_block1_conv_dw_relu 6.331560 +res_3_block1_conv_proj_batchnorm 6.722800 +_plus1 13.099028 +_plus1_splitncnn_0 13.099028 +_plus1_splitncnn_1 13.099028 +res_3_block2_conv_sep_batchnorm 4.759043 +res_3_block2_conv_sep_relu 3.592335 +res_3_block2_conv_dw_batchnorm 8.837090 +res_3_block2_conv_dw_relu 8.185480 +res_3_block2_conv_proj_batchnorm 9.308083 +_plus2 13.944857 +_plus2_splitncnn_0 13.944857 +_plus2_splitncnn_1 13.944857 +res_3_block3_conv_sep_batchnorm 5.001830 +res_3_block3_conv_sep_relu 3.251887 +res_3_block3_conv_dw_batchnorm 9.669868 +res_3_block3_conv_dw_relu 7.419287 +res_3_block3_conv_proj_batchnorm 14.967543 +_plus3 22.516825 +dconv_34_conv_sep_batchnorm 6.867247 +dconv_34_conv_sep_relu 4.242057 +dconv_34_conv_dw_batchnorm 7.412444 +dconv_34_conv_dw_relu 5.819532 +dconv_34_conv_proj_batchnorm 6.984282 +dconv_34_conv_proj_batchnorm_splitncnn_0 6.984282 +dconv_34_conv_proj_batchnorm_splitncnn_1 6.984282 +res_4_block0_conv_sep_batchnorm 3.626040 +res_4_block0_conv_sep_relu 2.469790 +res_4_block0_conv_dw_batchnorm 5.698500 +res_4_block0_conv_dw_relu 4.619419 +res_4_block0_conv_proj_batchnorm 3.904683 +_plus4 7.139322 +_plus4_splitncnn_0 7.139322 +_plus4_splitncnn_1 7.139322 +res_4_block1_conv_sep_batchnorm 3.667687 +res_4_block1_conv_sep_relu 2.813552 +res_4_block1_conv_dw_batchnorm 6.198573 +res_4_block1_conv_dw_relu 4.747714 +res_4_block1_conv_proj_batchnorm 3.587798 +_plus5 8.247658 +_plus5_splitncnn_0 8.247658 +_plus5_splitncnn_1 8.247658 +res_4_block2_conv_sep_batchnorm 3.027575 +res_4_block2_conv_sep_relu 2.662413 +res_4_block2_conv_dw_batchnorm 6.978921 +res_4_block2_conv_dw_relu 6.414588 +res_4_block2_conv_proj_batchnorm 4.728728 +_plus6 8.766344 +_plus6_splitncnn_0 8.766344 +_plus6_splitncnn_1 8.766344 +res_4_block3_conv_sep_batchnorm 2.991110 +res_4_block3_conv_sep_relu 2.730341 +res_4_block3_conv_dw_batchnorm 6.390686 +res_4_block3_conv_dw_relu 5.442265 +res_4_block3_conv_proj_batchnorm 5.373414 +_plus7 8.923364 +_plus7_splitncnn_0 8.923364 +_plus7_splitncnn_1 8.923364 +res_4_block4_conv_sep_batchnorm 3.500424 +res_4_block4_conv_sep_relu 2.744028 +res_4_block4_conv_dw_batchnorm 6.471976 +res_4_block4_conv_dw_relu 4.720018 +res_4_block4_conv_proj_batchnorm 5.818338 +_plus8 11.189130 +_plus8_splitncnn_0 11.189130 +_plus8_splitncnn_1 11.189130 +res_4_block5_conv_sep_batchnorm 3.780718 +res_4_block5_conv_sep_relu 2.823636 +res_4_block5_conv_dw_batchnorm 7.509190 +res_4_block5_conv_dw_relu 6.887594 +res_4_block5_conv_proj_batchnorm 7.167390 +_plus9 13.561854 +dconv_45_conv_sep_batchnorm 3.248646 +dconv_45_conv_sep_relu 2.528580 +dconv_45_conv_dw_batchnorm 6.370122 +dconv_45_conv_dw_relu 4.735754 +dconv_45_conv_proj_batchnorm 6.200434 +dconv_45_conv_proj_batchnorm_splitncnn_0 6.200434 +dconv_45_conv_proj_batchnorm_splitncnn_1 6.200434 +res_5_block0_conv_sep_batchnorm 2.649443 +res_5_block0_conv_sep_relu 2.305680 +res_5_block0_conv_dw_batchnorm 4.665045 +res_5_block0_conv_dw_relu 3.635585 +res_5_block0_conv_proj_batchnorm 4.036465 +_plus10 6.648417 +_plus10_splitncnn_0 6.648417 +_plus10_splitncnn_1 6.648417 +res_5_block1_conv_sep_batchnorm 2.734020 +res_5_block1_conv_sep_relu 2.734278 +res_5_block1_conv_dw_batchnorm 5.085378 +res_5_block1_conv_dw_relu 4.254519 +res_5_block1_conv_proj_batchnorm 5.161286 +_plus11 8.089322 +conv_6sep_batchnorm 11.551103 +conv_6sep_relu 8.726170 +conv_6dw7_7_batchnorm 3.320559 +fc1 2.887783 diff --git a/c-netend/examples/models/face/nn-case b/c-netend/examples/models/face/nn-case index 7d07d6f..22b80d1 100755 Binary files a/c-netend/examples/models/face/nn-case and b/c-netend/examples/models/face/nn-case differ diff --git a/c-netend/examples/models/plate/lpc-opt.c b/c-netend/examples/models/plate/lpc-opt.c index 2b6ed2f..aa7d141 100644 --- a/c-netend/examples/models/plate/lpc-opt.c +++ b/c-netend/examples/models/plate/lpc-opt.c @@ -6,10 +6,16 @@ __attribute__((aligned(4))) static const unsigned char layer_conv1_convolution_bias_data[] = { -0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x02,0x00,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x01,0x00,0x02,0x00,0xff,0xff,0x00,0x00, -0xff,0xff,0x00,0x00,0x01,0x00,0x01,0x00,0xff,0xff,0x00,0x00,0x02,0x00,0x00,0x00,0xff,0xff,0x00,0x00,0x01,0x00,0xff,0xff,0xff,0xff,0xfe,0xff,0x00,0x00,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x01,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0xff,0xff,0xff,0xff,0x00,0x00,0x00,0x00, +0xff,0xff,0xff,0xff,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xff,0xff,0xff,0xff,0x00,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0xff,0xff,0xff,0xff,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xff,0xff,0xff,0xff,0xff,0xff,0xff,0xff,0xfe,0xff,0xff,0xff,0x00,0x00,0x00,0x00,0xff,0xff,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_conv1_convolution_bias, 64, layer_conv1_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_conv1_convolution_bias, 4, 4, 128, layer_conv1_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_conv1_convolution_filters_data[] = { 0xff,0xd9,0x76,0xca,0xa4,0x11,0xd5,0xde,0xbf,0xcc,0xfa,0x14,0x12,0xee,0x80,0xd9,0x65,0x21,0x98,0xef,0xbb,0xe8,0x48,0x21,0x2e,0xf7,0x9a,0xee,0xac,0x27,0xe4,0x01, @@ -66,14 +72,30 @@ static const unsigned char layer_conv1_convolution_filters_data[] = { 0x7c,0x1c,0xb5,0xe4,0x70,0xfb,0xb4,0x16,0x3b,0xde,0xbc,0xef,0x67,0x21,0x56,0xe5,0xb6,0xee,0x33,0x1c,0xe9,0xe2,0xf0,0xef,0xe1,0x15,0x92,0xe2,0x35,0xf2,0x75,0x1e, 0x99,0xe7,0x0a,0xef,0x73,0x16,0x64,0xe1,0x02,0xec,0x3d,0xf5,0x70,0xde,0xbb,0x19,0x15,0xfa,0xfe,0xe4,0xff,0x20,0x17,0xfd,0xba,0xea,0x42,0x25,0x05,0xf8,0xc0,0xe6, 0xe9,0x1f,0x1b,0xfb,0xa7,0xe9,0x73,0x23,0x85,0xf9,0xad,0xe9,0x70,0x22,0xbe,0xef,0xf2,0xdd,0x7e,0x1a,0x62,0xf1,0x2a,0xdd,0xdf,0x1a,0xb6,0xf0,0xfb,0xdd,0xa5,0x1a, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_conv1_convolution_filters, 1728, layer_conv1_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_conv1_convolution_filters, 2, 3, 1728, layer_conv1_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_conv1_convolution_requantize_data[] = { +0x63,0x21,0x77,0x36,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_conv1_convolution_requantize, 4, 1, 4, layer_conv1_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_conv2_convolution_bias_data[] = { -0xff,0xff,0x02,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x05,0x00,0x01,0x00,0x00,0x00,0xff,0xff,0x02,0x00,0x02,0x00,0x03,0x00,0x02,0x00,0xff,0xff,0x00,0x00, -0x03,0x00,0x03,0x00,0x04,0x00,0x02,0x00,0x02,0x00,0xfe,0xff,0x09,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x00,0x00,0xfd,0xff,0xfa,0xff,0xfd,0xff,0xff,0xff, +0xff,0xff,0xff,0xff,0x02,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x01,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0xff,0xff,0xff,0xff,0x02,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0xff,0xff,0xff,0xff,0x00,0x00,0x00,0x00, +0x03,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0xfe,0xff,0xff,0xff,0x09,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0xfd,0xff,0xff,0xff,0xfa,0xff,0xff,0xff,0xfd,0xff,0xff,0xff,0xff,0xff,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_conv2_convolution_bias, 64, layer_conv2_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_conv2_convolution_bias, 4, 4, 128, layer_conv2_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_conv2_convolution_filters_data[] = { 0x92,0x00,0x66,0xf5,0xd8,0xe9,0xd4,0xf7,0xdd,0xfd,0xf2,0x15,0x04,0x05,0x6d,0x0a,0xef,0x1f,0x4f,0xf9,0x8c,0xe7,0xc8,0x07,0x25,0xf9,0xaa,0xf9,0xef,0xf3,0xce,0xfb, @@ -652,16 +674,34 @@ static const unsigned char layer_conv2_convolution_filters_data[] = { 0xc7,0xfd,0xef,0x04,0xa7,0x1e,0x23,0x0d,0xca,0x06,0x17,0x0c,0x99,0xf8,0x09,0x15,0x61,0x10,0x68,0x13,0x6f,0xfd,0x3e,0xfd,0x2b,0x24,0xc4,0x02,0xde,0x1c,0xb8,0x15, 0xa2,0xfa,0x79,0x10,0xa5,0xe1,0xb2,0x18,0xcf,0x10,0x33,0x1b,0x70,0x17,0x96,0xed,0xf4,0xef,0xb1,0x04,0xd1,0x1a,0xfa,0xff,0x6d,0x09,0xb2,0xf2,0x34,0xfa,0xb2,0x38, 0xfb,0xf9,0xf3,0x0a,0xb1,0x10,0x38,0x09,0x81,0xfe,0xd5,0x0e,0xd0,0xe5,0x5e,0x0d,0x2d,0x0b,0x2e,0xef,0x02,0xfc,0xc6,0x00,0x1e,0xf0,0x4d,0x02,0x10,0x1d,0xc2,0x01, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_conv2_convolution_filters, 18432, layer_conv2_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_conv2_convolution_filters, 2, 3, 18432, layer_conv2_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_conv2_convolution_requantize_data[] = { +0x83,0x1c,0x4f,0x36,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_conv2_convolution_requantize, 4, 1, 4, layer_conv2_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_conv3_convolution_bias_data[] = { -0xff,0xff,0xf4,0xff,0x0f,0x00,0x01,0x00,0x07,0x00,0xf4,0xff,0xff,0xff,0xff,0xff,0x10,0x00,0xfe,0xff,0x04,0x00,0x18,0x00,0xfd,0xff,0x0b,0x00,0xff,0xff,0xf8,0xff, -0x03,0x00,0x05,0x00,0x07,0x00,0x01,0x00,0xf9,0xff,0xfc,0xff,0x06,0x00,0x04,0x00,0xfb,0xff,0x01,0x00,0xfb,0xff,0x0e,0x00,0xfe,0xff,0x00,0x00,0xff,0xff,0x10,0x00, -0x00,0x00,0xfa,0xff,0x00,0x00,0xfa,0xff,0xfd,0xff,0x0f,0x00,0x09,0x00,0xf8,0xff,0xfe,0xff,0x17,0x00,0xeb,0xff,0x09,0x00,0x00,0x00,0xfb,0xff,0x04,0x00,0x02,0x00, -0x02,0x00,0x07,0x00,0x04,0x00,0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x05,0x00,0xfb,0xff,0xfd,0xff,0x13,0x00,0xff,0xff,0xf7,0xff,0x11,0x00,0x03,0x00,0xf9,0xff, +0xff,0xff,0xff,0xff,0xf4,0xff,0xff,0xff,0x0f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0xf4,0xff,0xff,0xff,0xff,0xff,0xff,0xff,0xff,0xff,0xff,0xff, +0x10,0x00,0x00,0x00,0xfe,0xff,0xff,0xff,0x04,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0xfd,0xff,0xff,0xff,0x0b,0x00,0x00,0x00,0xff,0xff,0xff,0xff,0xf8,0xff,0xff,0xff, +0x03,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xf9,0xff,0xff,0xff,0xfc,0xff,0xff,0xff,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00, +0xfb,0xff,0xff,0xff,0x01,0x00,0x00,0x00,0xfb,0xff,0xff,0xff,0x0e,0x00,0x00,0x00,0xfe,0xff,0xff,0xff,0x00,0x00,0x00,0x00,0xff,0xff,0xff,0xff,0x10,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0xfa,0xff,0xff,0xff,0x00,0x00,0x00,0x00,0xfa,0xff,0xff,0xff,0xfd,0xff,0xff,0xff,0x0f,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0xf8,0xff,0xff,0xff, +0xfe,0xff,0xff,0xff,0x17,0x00,0x00,0x00,0xeb,0xff,0xff,0xff,0x09,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0xfb,0xff,0xff,0xff,0x04,0x00,0x00,0x00,0x02,0x00,0x00,0x00, +0x02,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x05,0x00,0x00,0x00, +0xfb,0xff,0xff,0xff,0xfd,0xff,0xff,0xff,0x13,0x00,0x00,0x00,0xff,0xff,0xff,0xff,0xf7,0xff,0xff,0xff,0x11,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0xf9,0xff,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_conv3_convolution_bias, 128, layer_conv3_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_conv3_convolution_bias, 4, 4, 256, layer_conv3_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_conv3_convolution_filters_data[] = { 0x6a,0x05,0x45,0xfb,0x5e,0x05,0x27,0xdc,0xd9,0x0e,0x0e,0x04,0x12,0xf9,0x0d,0xf4,0x8d,0x0b,0x9a,0x0c,0xb9,0x0d,0xde,0xe6,0xbd,0x27,0xab,0x10,0x50,0xfd,0x44,0x01, @@ -1816,20 +1856,42 @@ static const unsigned char layer_conv3_convolution_filters_data[] = { 0x25,0x23,0x3d,0xe6,0x6d,0x37,0x41,0x00,0xd7,0xff,0xb4,0x1a,0x03,0xfb,0x90,0x13,0x91,0x1e,0xf8,0xf4,0xf0,0x2d,0x49,0xf5,0x7f,0xe8,0x3a,0xfa,0x02,0x10,0x4e,0x08, 0x75,0xf8,0x6f,0xf3,0xa1,0xfa,0x39,0xf8,0xcd,0xde,0x85,0x05,0x88,0xe7,0x5b,0xf0,0xae,0xe9,0xca,0x02,0xe8,0x12,0x50,0xf7,0xc7,0x0c,0x0a,0x53,0x78,0x15,0xa7,0xf4, 0x33,0xfb,0x26,0xf8,0x5a,0x3a,0xc8,0x1c,0xd4,0x0b,0x63,0x08,0xfb,0x11,0x26,0x35,0x65,0xff,0x95,0x01,0xcb,0x1f,0x46,0x1c,0x74,0x0d,0xf8,0x06,0x5b,0xf1,0x7c,0x16, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_conv3_convolution_filters, 36864, layer_conv3_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_conv3_convolution_filters, 2, 3, 36864, layer_conv3_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_conv3_convolution_requantize_data[] = { +0x1f,0x89,0x38,0x36,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_conv3_convolution_requantize, 4, 1, 4, layer_conv3_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_conv4_convolution_bias_data[] = { -0xff,0xff,0xfc,0xff,0x38,0x00,0x9a,0x00,0x49,0x01,0xd7,0xff,0x6e,0x00,0xe0,0xff,0x04,0x00,0x35,0x00,0xf9,0xff,0xd8,0xff,0xf9,0xff,0xe2,0xff,0xcc,0xff,0x10,0x00, -0x13,0x00,0xea,0xff,0x2c,0x00,0x3a,0x00,0x53,0x00,0xd5,0xff,0xcb,0xff,0x19,0x00,0xdc,0xff,0x51,0x00,0x10,0x00,0x1b,0x00,0xe3,0xff,0xc7,0x00,0x23,0x00,0x3a,0x00, -0x3c,0x00,0x7d,0x00,0x42,0x01,0x56,0x00,0x0c,0x00,0xa9,0x00,0xd5,0xff,0x11,0x01,0xd0,0xff,0x7c,0x00,0xe0,0xff,0xfb,0xff,0xf9,0xff,0x66,0x00,0x27,0x00,0x0d,0x00, -0xdc,0xff,0xfe,0xff,0xc7,0xff,0x49,0x00,0x0f,0x00,0x29,0x00,0x0e,0x00,0xde,0xff,0xd5,0x00,0x78,0x00,0xeb,0xff,0x32,0x00,0xdc,0xff,0xc3,0xff,0x0f,0x00,0x17,0x00, -0x4c,0x00,0xf9,0xff,0x3e,0x00,0xf4,0xff,0x44,0x00,0xfd,0xff,0xa0,0x00,0xb6,0xff,0x74,0x00,0xf1,0xff,0xfa,0xff,0xe5,0xff,0xc6,0xff,0x09,0x01,0xaf,0x00,0xb3,0x00, -0xd4,0xff,0x31,0x00,0xe0,0xff,0x7c,0x00,0xea,0xff,0xf2,0xff,0xe5,0xff,0xfd,0xff,0x12,0x00,0xf9,0xff,0xfc,0xff,0x6a,0x00,0xcd,0xff,0xf9,0xff,0xec,0xff,0x43,0x00, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_conv4_convolution_bias, 256, layer_conv4_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_conv4_convolution_bias, 4, 4, 512, layer_conv4_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_conv4_convolution_filters_data[] = { 0xeb,0xe3,0x74,0xd9,0x36,0xf4,0x24,0x15,0xd8,0x43,0xb3,0xfd,0x11,0x21,0x7a,0x06,0x18,0xf5,0xc5,0xe4,0x07,0xfe,0xa5,0x04,0x14,0xe2,0x75,0x32,0xd3,0xee,0x92,0x08, @@ -6440,12 +6502,26 @@ static const unsigned char layer_conv4_convolution_filters_data[] = { 0xca,0x2b,0xf8,0xc8,0xcd,0x2e,0xe2,0x16,0x90,0x0c,0x18,0xfb,0x33,0x00,0xda,0xed,0x8d,0x1c,0x63,0x1b,0xef,0xed,0x3b,0x4e,0xf4,0x02,0xfc,0x12,0xb2,0xf6,0xa1,0x20, 0xca,0xc6,0x0e,0xef,0x51,0xea,0xcf,0xe9,0xb2,0xea,0x26,0xe2,0xf5,0x1d,0x4a,0x2a,0xf8,0xf0,0x83,0x30,0x30,0xd6,0x47,0x1b,0x1a,0x0b,0xd9,0xd5,0x01,0xd8,0xae,0xdc, 0x3b,0xc0,0xf0,0x44,0x19,0x51,0x5c,0xfa,0x62,0xe4,0x50,0xd3,0xfe,0x06,0xfb,0xe6,0xde,0x1b,0xa2,0xff,0xe9,0x31,0x4d,0xdc,0xb9,0xcc,0x18,0x2e,0x19,0xcc,0xb4,0xf6, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_conv4_convolution_filters, 147456, layer_conv4_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_conv4_convolution_filters, 2, 3, 147456, layer_conv4_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_conv4_convolution_requantize_data[] = { +0x11,0x73,0x68,0x36,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_conv4_convolution_requantize, 4, 1, 4, layer_conv4_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_ip2_inner_product_bias_data[] = { -0x2e,0x05,0xf5,0xfd,0xe4,0xff,0xa8,0xff,0x52,0xfd,}; -DEFINE_TENSOR(layer_ip2_inner_product_bias, 10, layer_ip2_inner_product_bias_data, 1.000000) +0x2e,0x05,0x00,0x00,0xf5,0xfd,0xff,0xff,0xe4,0xff,0xff,0xff,0xa8,0xff,0xff,0xff,0x52,0xfd,0xff,0xff,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_ip2_inner_product_bias, 4, 4, 20, layer_ip2_inner_product_bias_data) __attribute__((aligned(4))) static const unsigned char layer_ip2_inner_product_filters_data[] = { 0x78,0xf5,0x33,0x04,0x56,0x25,0x03,0x15,0xf1,0x19,0xc2,0xef,0x7c,0x01,0x55,0xfb,0xd5,0xec,0x79,0x08,0xd4,0x1c,0xb7,0x0e,0xda,0xf8,0xa4,0xf8,0x99,0x0c,0xf6,0x08, @@ -7888,24 +7964,42 @@ static const unsigned char layer_ip2_inner_product_filters_data[] = { 0x66,0xfc,0x25,0x01,0x96,0xe7,0x03,0xfe,0xe6,0xeb,0xf1,0xf7,0x25,0x06,0xca,0x06,0x5e,0x1c,0xfc,0xfb,0x41,0x01,0xf0,0x02,0x90,0x01,0xe6,0x0e,0x92,0xff,0x1e,0xf7, 0xcd,0x0c,0x8a,0xfe,0x25,0x0e,0xb3,0x01,0x87,0x0e,0x02,0xf4,0x93,0xfa,0x97,0x02,0xd7,0xee,0x08,0x02,0x4d,0xec,0xf7,0xfd,0x55,0x00,0x0f,0xf7,0x91,0xef,0xe3,0xf8, 0x29,0xe7,0x09,0x0f,0xb5,0x02,0x0e,0xf5,0x63,0xea,0x4e,0xf2,0x21,0x05,0xfe,0x0c,0xc8,0x07,0xec,0x08,0xae,0xfc,0x43,0x0c,0x0d,0x0c,0x56,0x0a,0xc8,0x03,0x61,0x04, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_ip2_inner_product_filters, 46080, layer_ip2_inner_product_filters_data, 1.000000) +DEFINE_TENSOR(layer_ip2_inner_product_filters, 2, 3, 46080, layer_ip2_inner_product_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_ip2_inner_product_requantize_data[] = { +0x64,0xb8,0x5c,0x36,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_ip2_inner_product_requantize, 4, 1, 4, layer_ip2_inner_product_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_relu1_prelu_slope_data[] = { 0x86,0x7b,0x2f,0x3e,0xe8,0x08,0x32,0x3e,0xde,0x51,0xb7,0x3e,0xdc,0x81,0x28,0x3e,0x48,0x64,0x31,0x3e,0xe1,0x8a,0x4b,0x3e,0xac,0x35,0x4d,0x3e,0xb2,0x3a,0x29,0x3e, 0x90,0xaa,0x47,0x3e,0x37,0x37,0x2c,0x3e,0xea,0x58,0x2b,0x3e,0x07,0x18,0x46,0x3e,0xb3,0xf4,0x2d,0x3e,0x7f,0x57,0x37,0x3e,0x31,0x25,0x26,0x3e,0xaf,0x67,0x2f,0x3e, 0x94,0xc9,0x27,0x3e,0x10,0x8d,0x27,0x3e,0x39,0xcf,0x4f,0x3e,0x27,0x3d,0x30,0x3e,0x37,0x71,0x22,0x3e,0xa6,0xe5,0x31,0x3e,0x34,0xdf,0x2c,0x3e,0x53,0x72,0x34,0x3e, 0x81,0xe8,0x26,0x3e,0xb2,0xff,0x28,0x3e,0xb4,0x0b,0x36,0x3e,0x96,0xe2,0x28,0x3e,0xe0,0xfb,0x2c,0x3e,0xe9,0x30,0x29,0x3e,0x3c,0x9d,0x2e,0x3e,0xdd,0x38,0x2a,0x3e, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_relu1_prelu_slope, 128, layer_relu1_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_relu1_prelu_slope, 4, 1, 128, layer_relu1_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_relu2_prelu_slope_data[] = { 0xb3,0x72,0x4a,0x3e,0x02,0x2f,0x4b,0x3e,0x85,0x57,0x4a,0x3e,0x21,0x34,0x4a,0x3e,0x65,0x10,0x4e,0x3e,0x7a,0xe8,0x57,0x3e,0x97,0x88,0x47,0x3e,0x7b,0x1f,0x4a,0x3e, 0x42,0x89,0x49,0x3e,0xc3,0x77,0x54,0x3e,0x14,0x71,0x4a,0x3e,0x5c,0x94,0x49,0x3e,0xd5,0xd3,0x4a,0x3e,0x8d,0x23,0x65,0x3e,0xb9,0xd2,0x49,0x3e,0xe3,0x68,0x48,0x3e, 0x00,0xaa,0x4e,0x3e,0xa2,0xba,0x4c,0x3e,0xa5,0xd0,0x50,0x3e,0x8c,0x40,0x4b,0x3e,0xa7,0xe0,0x4c,0x3e,0xa9,0xda,0x4a,0x3e,0xa6,0xf4,0x4b,0x3e,0x81,0xc2,0x4b,0x3e, 0x01,0xb2,0x4e,0x3e,0xa0,0xf5,0x4a,0x3e,0xd5,0x9b,0x5c,0x3e,0x80,0xd8,0x53,0x3e,0x88,0x48,0x46,0x3e,0xc8,0x65,0x48,0x3e,0x60,0xab,0x4c,0x3e,0x52,0x4d,0x4c,0x3e, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_relu2_prelu_slope, 128, layer_relu2_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_relu2_prelu_slope, 4, 1, 128, layer_relu2_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_relu3_prelu_slope_data[] = { 0x35,0xe6,0x33,0x3e,0x96,0x9b,0x34,0x3e,0x23,0xa8,0x36,0x3e,0xd8,0xd1,0x35,0x3e,0x6b,0x05,0x39,0x3e,0xac,0x29,0x34,0x3e,0x44,0x40,0x35,0x3e,0x3c,0x18,0x36,0x3e, @@ -7916,8 +8010,12 @@ static const unsigned char layer_relu3_prelu_slope_data[] = { 0x1f,0xf5,0x37,0x3e,0x0f,0xbb,0x34,0x3e,0x9c,0x3d,0x37,0x3e,0x08,0x0b,0x37,0x3e,0xf8,0x50,0x35,0x3e,0x37,0xa4,0x37,0x3e,0x46,0xd9,0x36,0x3e,0xff,0xea,0x35,0x3e, 0xd5,0x35,0x37,0x3e,0x6c,0x52,0x36,0x3e,0x09,0x55,0x36,0x3e,0x42,0x02,0x36,0x3e,0x3f,0x33,0x36,0x3e,0xd6,0xdc,0x35,0x3e,0x0f,0xf6,0x35,0x3e,0x5f,0xf0,0x35,0x3e, 0x56,0xa2,0x34,0x3e,0xd0,0xb6,0x35,0x3e,0xe3,0xe4,0x3a,0x3e,0xfc,0xfb,0x35,0x3e,0x85,0x68,0x35,0x3e,0xa3,0x00,0x37,0x3e,0x71,0x86,0x38,0x3e,0x5c,0xb4,0x38,0x3e, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_relu3_prelu_slope, 256, layer_relu3_prelu_slope_data, 1.000000) +DEFINE_TENSOR(layer_relu3_prelu_slope, 4, 1, 256, layer_relu3_prelu_slope_data) __attribute__((aligned(4))) static const unsigned char layer_relu4_prelu_slope_data[] = { 0x06,0xb9,0x7a,0x3e,0xbd,0xd7,0x76,0x3e,0x27,0x29,0x78,0x3e,0x8e,0x91,0x74,0x3e,0x90,0x8e,0x77,0x3e,0x7a,0xe7,0x78,0x3e,0xd3,0x4e,0x79,0x3e,0x8d,0xa3,0x78,0x3e, @@ -7936,20 +8034,24 @@ static const unsigned char layer_relu4_prelu_slope_data[] = { 0x4c,0xd3,0x76,0x3e,0x35,0xce,0x77,0x3e,0x96,0x2d,0x77,0x3e,0xad,0xc7,0x78,0x3e,0x75,0x99,0x76,0x3e,0x60,0x3b,0x6d,0x3e,0x01,0xf8,0x77,0x3e,0x89,0xfb,0x78,0x3e, 0x4b,0xaa,0x77,0x3e,0xec,0xa9,0x7d,0x3e,0x46,0x9c,0x78,0x3e,0xe4,0xa3,0x77,0x3e,0x3c,0xa6,0x7a,0x3e,0x66,0x91,0x76,0x3e,0x1d,0x4a,0x75,0x3e,0xb9,0x02,0x74,0x3e, 0x9f,0xc0,0x77,0x3e,0x0e,0x35,0x73,0x3e,0xeb,0x20,0x78,0x3e,0x48,0x76,0x77,0x3e,0x9b,0xdc,0x76,0x3e,0x41,0x9d,0x71,0x3e,0x10,0x3d,0x7b,0x3e,0x2a,0x21,0x77,0x3e, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_relu4_prelu_slope, 512, layer_relu4_prelu_slope_data, 1.000000)DEFINE_CONVOLUTION_LAYER(conv1, 32, 3, 3, 3, 1, 1, 1, 1, 1, 2, 2, 2, 2, 0, 1, 30, 23, 16, 4, 32767, -32768); -DEFINE_POOLING_LAYER(pool1, 0, 2, 2, 2, 2, 0, 0, 0, 0, 0, -32768, 0, 16, 4); -DEFINE_PRELU_LAYER(relu1, 32, 16, 4); -DEFINE_CONVOLUTION_LAYER(conv2, 32, 3, 3, 32, 1, 1, 1, 1, 1, 2, 2, 2, 2, 0, 1, 25, 23, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(relu2, 32, 19, 4); -DEFINE_POOLING_LAYER(pool2, 1, 2, 2, 2, 2, 0, 0, 0, 0, 0, 0, 0, 31, 5); -DEFINE_CONVOLUTION_LAYER(conv3, 64, 3, 3, 32, 1, 1, 1, 1, 1, 2, 2, 2, 2, 0, 1, 23, 23, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(relu3, 64, 17, 4); -DEFINE_POOLING_LAYER(pool3, 1, 2, 2, 2, 2, 0, 0, 1, 0, 1, 0, 0, 16, 4); -DEFINE_CONVOLUTION_LAYER(conv4, 128, 3, 3, 64, 1, 1, 1, 1, 1, 2, 2, 2, 2, 0, 1, 29, 23, 16, 4, 32767, -32768); -DEFINE_PRELU_LAYER(relu4, 128, 24, 4); -DEFINE_POOLING_LAYER(pool4, 1, 2, 2, 2, 2, 0, 0, 0, 0, 1, 0, 0, 18, 4); -DEFINE_INNER_PRODUCT_LAYER(ip2, 1, 1, 4608, 5, 1, 27, 23, 16, 4, 32767, -32768); +DEFINE_TENSOR(layer_relu4_prelu_slope, 4, 1, 512, layer_relu4_prelu_slope_data)DEFINE_CONVOLUTION_LAYER(conv1, 32, 3, 3, 3, 1, 1, 1, 1, 1, 2, 2, 2, 2, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_POOLING_LAYER(pool1, 0, 2, 2, 2, 2, 0, 0, 0, 0, 0, -32768, 0); +DEFINE_PRELU_LAYER(relu1, 32, 1.020238); +DEFINE_CONVOLUTION_LAYER(conv2, 32, 3, 3, 32, 1, 1, 1, 1, 1, 2, 2, 2, 2, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(relu2, 32, 1.230551); +DEFINE_POOLING_LAYER(pool2, 1, 2, 2, 2, 2, 0, 0, 0, 0, 0, 0, 0); +DEFINE_CONVOLUTION_LAYER(conv3, 64, 3, 3, 32, 1, 1, 1, 1, 1, 2, 2, 2, 2, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(relu3, 64, 1.105655); +DEFINE_POOLING_LAYER(pool3, 1, 2, 2, 2, 2, 0, 0, 1, 0, 1, 0, 0); +DEFINE_CONVOLUTION_LAYER(conv4, 128, 3, 3, 64, 1, 1, 1, 1, 1, 2, 2, 2, 2, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_PRELU_LAYER(relu4, 128, 1.510676); +DEFINE_POOLING_LAYER(pool4, 1, 2, 2, 2, 2, 0, 0, 0, 0, 1, 0, 0); +DEFINE_INNER_PRODUCT_LAYER(ip2, 1, 1, 4608, 5, 1, 1, 1.000000, 32767, -32768); DEFINE_SOFTMAX_LAYER(prob,2); static blob_info_t network_blobs[] = { diff --git a/c-netend/examples/models/plate/lpc-opt.table b/c-netend/examples/models/plate/lpc-opt.table index c8538a7..b501943 100644 --- a/c-netend/examples/models/plate/lpc-opt.table +++ b/c-netend/examples/models/plate/lpc-opt.table @@ -1,16 +1,15 @@ -data 181.510986 -conv1 182.655975 -pool1 182.746567 -relu1 186.444946 -conv2 284.735504 -relu2 350.381622 -pool2 346.440948 -conv3 655.728943 -relu3 725.010071 -pool3 742.980347 -conv4 2608.806396 -relu4 3941.061768 -pool4 4638.104980 -_reshape_ip2 4638.104980 -ip2 6107.441406 -prob 64272.464844 +data 180.523514 +conv1 179.391907 +pool1 179.302979 +relu1 175.746262 +conv2 115.078743 +relu2 93.518051 +pool2 94.581772 +conv3 49.970348 +relu3 45.195232 +pool3 44.102116 +conv4 12.560152 +relu4 8.314257 +pool4 7.064741 +ip2 5.365096 +prob 0.509813 diff --git a/c-netend/examples/models/plate/lpr-opt.c b/c-netend/examples/models/plate/lpr-opt.c index e46b806..d6726c6 100644 --- a/c-netend/examples/models/plate/lpr-opt.c +++ b/c-netend/examples/models/plate/lpr-opt.c @@ -6,12 +6,20 @@ __attribute__((aligned(4))) static const unsigned char layer_conv1_convolution_bias_data[] = { -0x32,0xfb,0x4f,0x02,0x2c,0x00,0xb1,0x05,0x1d,0xfe,0x06,0x0c,0x35,0x01,0xa8,0x00,0xe9,0x01,0x1c,0x05,0x9d,0x06,0xcf,0x05,0x5a,0x00,0xf8,0x02,0x22,0x07,0x54,0x02, -0x98,0x04,0x58,0x06,0x65,0x05,0x6f,0x02,0x42,0x04,0x83,0x0d,0x2d,0x00,0xfc,0xff,0x8c,0xfe,0x54,0x02,0xf0,0x06,0xaa,0x05,0x25,0x00,0x71,0xfc,0x64,0x02,0x38,0x00, -0x0b,0x10,0x7d,0x01,0x15,0xfc,0xc4,0x02,0x34,0x03,0xe0,0x03,0x07,0x01,0x30,0x0c,0x3a,0x01,0x65,0x02,0x62,0x04,0x66,0xff,0x54,0x01,0x20,0xff,0x51,0x07,0xc4,0x0c, -0xab,0x0c,0x5b,0x01,0x12,0x0d,0xa3,0xfa,0x22,0x06,0x30,0x01,0x23,0x02,0x0c,0x05,0xe0,0xff,0x68,0x03,0xbb,0xfd,0x03,0x06,0x0b,0x05,0xb1,0x01,0xd5,0xff,0xd7,0x01, +0x32,0xfb,0xff,0xff,0x4f,0x02,0x00,0x00,0x2c,0x00,0x00,0x00,0xb1,0x05,0x00,0x00,0x1d,0xfe,0xff,0xff,0x06,0x0c,0x00,0x00,0x35,0x01,0x00,0x00,0xa8,0x00,0x00,0x00, +0xe9,0x01,0x00,0x00,0x1c,0x05,0x00,0x00,0x9d,0x06,0x00,0x00,0xcf,0x05,0x00,0x00,0x5a,0x00,0x00,0x00,0xf8,0x02,0x00,0x00,0x22,0x07,0x00,0x00,0x54,0x02,0x00,0x00, +0x98,0x04,0x00,0x00,0x58,0x06,0x00,0x00,0x65,0x05,0x00,0x00,0x6f,0x02,0x00,0x00,0x42,0x04,0x00,0x00,0x83,0x0d,0x00,0x00,0x2d,0x00,0x00,0x00,0xfc,0xff,0xff,0xff, +0x8c,0xfe,0xff,0xff,0x54,0x02,0x00,0x00,0xf0,0x06,0x00,0x00,0xaa,0x05,0x00,0x00,0x25,0x00,0x00,0x00,0x71,0xfc,0xff,0xff,0x64,0x02,0x00,0x00,0x38,0x00,0x00,0x00, +0x0b,0x10,0x00,0x00,0x7d,0x01,0x00,0x00,0x15,0xfc,0xff,0xff,0xc4,0x02,0x00,0x00,0x34,0x03,0x00,0x00,0xe0,0x03,0x00,0x00,0x07,0x01,0x00,0x00,0x30,0x0c,0x00,0x00, +0x3a,0x01,0x00,0x00,0x65,0x02,0x00,0x00,0x62,0x04,0x00,0x00,0x66,0xff,0xff,0xff,0x54,0x01,0x00,0x00,0x20,0xff,0xff,0xff,0x51,0x07,0x00,0x00,0xc4,0x0c,0x00,0x00, +0xab,0x0c,0x00,0x00,0x5b,0x01,0x00,0x00,0x12,0x0d,0x00,0x00,0xa3,0xfa,0xff,0xff,0x22,0x06,0x00,0x00,0x30,0x01,0x00,0x00,0x23,0x02,0x00,0x00,0x0c,0x05,0x00,0x00, +0xe0,0xff,0xff,0xff,0x68,0x03,0x00,0x00,0xbb,0xfd,0xff,0xff,0x03,0x06,0x00,0x00,0x0b,0x05,0x00,0x00,0xb1,0x01,0x00,0x00,0xd5,0xff,0xff,0xff,0xd7,0x01,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_conv1_convolution_bias, 128, layer_conv1_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_conv1_convolution_bias, 4, 4, 256, layer_conv1_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_conv1_convolution_filters_data[] = { 0xfd,0xe4,0xe5,0x06,0xfb,0xff,0x3c,0x1c,0xcc,0x0c,0x4c,0x11,0x21,0xfa,0xd7,0x1a,0x00,0x3e,0xba,0x30,0x60,0x16,0x01,0xfd,0x92,0xec,0x31,0x32,0x9f,0xf1,0x67,0xcc, @@ -314,16 +322,35 @@ static const unsigned char layer_conv1_convolution_filters_data[] = { 0xd0,0xe6,0xc6,0x02,0xac,0xf1,0x45,0xf6,0xf9,0x0e,0x15,0xe9,0xd8,0xe8,0x10,0x0c,0xa8,0xfc,0x1e,0x13,0xa7,0x1c,0xc3,0x1f,0x1d,0xf6,0x5b,0x08,0xdd,0x04,0x49,0x01, 0x2e,0x0a,0xb9,0xfc,0x56,0xfa,0x25,0xf3,0x77,0x0b,0x6e,0xd7,0x0c,0x2a,0x20,0x10,0x04,0xed,0xb8,0xe4,0x7c,0x0e,0x3f,0xf0,0x2e,0xf9,0x54,0x09,0x65,0xfb,0x80,0xea, 0x19,0x20,0x95,0xf1,0x04,0x17,0x5b,0x0e,0x71,0xe7,0xd6,0xec,0x13,0x1b,0x80,0xe2,0x25,0xf5,0xe0,0x04,0x60,0xeb,0xb1,0x0d,0xad,0x0e,0x1a,0xdc,0xca,0x0c,0xaa,0xfc, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_conv1_convolution_filters, 9600, layer_conv1_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_conv1_convolution_filters, 2, 3, 9600, layer_conv1_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_conv1_convolution_requantize_data[] = { +0x8b,0x4a,0x5e,0x36,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_conv1_convolution_requantize, 4, 1, 4, layer_conv1_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_fc1x_convolution_bias_data[] = { -0xb3,0x00,0xa0,0xff,0xbf,0xff,0xf1,0xff,0x45,0x00,0xd2,0xff,0x9e,0xff,0xc7,0xff,0xcd,0xff,0xe8,0xff,0x0c,0x00,0x19,0x00,0x17,0x00,0x0b,0x00,0xf0,0xff,0xd5,0xff, -0xa9,0xff,0x1f,0x00,0x25,0x00,0x61,0x00,0x6f,0x00,0x45,0xff,0x39,0x00,0x0d,0x00,0xb3,0xff,0xeb,0xff,0x55,0x00,0xa1,0xff,0xf5,0xff,0xf0,0xff,0xcb,0xff,0xe8,0xff, -0x24,0x00,0xb4,0xff,0x48,0x00,0xf9,0xff,0x6a,0x00,0xfe,0xff,0xce,0xff,0x5d,0x00,0x37,0x00,0x33,0x00,0x6e,0x00,0xb3,0xff,0x9c,0x00,0x2b,0x00,0x80,0x00,0x77,0x00, -0x6e,0x00,0x46,0x00,0xf4,0xff,0x4b,0x00,0x58,0x00,0x14,0x00,0x54,0x00,0x5f,0x00,0xc6,0xff,0x8d,0xff,0x21,0x00,0x42,0x00,0x1b,0x00,0xea,0xff,0xce,0xff,0xe3,0xff, -0x0a,0x00,0x21,0x00,0x38,0x00,0x13,0x00,0xf4,0xff,0xb3,0xff,0x9b,0xff,0xe7,0xff,0x90,0xff,0xb4,0xff,0x9a,0xff,0xa4,0xff,0xb8,0xff,0xa6,0xff,0x5a,0xff,}; -DEFINE_TENSOR(layer_fc1x_convolution_bias, 158, layer_fc1x_convolution_bias_data, 1.000000) +0xb3,0x00,0x00,0x00,0xa0,0xff,0xff,0xff,0xbf,0xff,0xff,0xff,0xf1,0xff,0xff,0xff,0x45,0x00,0x00,0x00,0xd2,0xff,0xff,0xff,0x9e,0xff,0xff,0xff,0xc7,0xff,0xff,0xff, +0xcd,0xff,0xff,0xff,0xe8,0xff,0xff,0xff,0x0c,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0xf0,0xff,0xff,0xff,0xd5,0xff,0xff,0xff, +0xa9,0xff,0xff,0xff,0x1f,0x00,0x00,0x00,0x25,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x45,0xff,0xff,0xff,0x39,0x00,0x00,0x00,0x0d,0x00,0x00,0x00, +0xb3,0xff,0xff,0xff,0xeb,0xff,0xff,0xff,0x55,0x00,0x00,0x00,0xa1,0xff,0xff,0xff,0xf5,0xff,0xff,0xff,0xf0,0xff,0xff,0xff,0xcb,0xff,0xff,0xff,0xe8,0xff,0xff,0xff, +0x24,0x00,0x00,0x00,0xb4,0xff,0xff,0xff,0x48,0x00,0x00,0x00,0xf9,0xff,0xff,0xff,0x6a,0x00,0x00,0x00,0xfe,0xff,0xff,0xff,0xce,0xff,0xff,0xff,0x5d,0x00,0x00,0x00, +0x37,0x00,0x00,0x00,0x33,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0xb3,0xff,0xff,0xff,0x9c,0x00,0x00,0x00,0x2b,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x77,0x00,0x00,0x00, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_fc1x_convolution_bias, 4, 4, 316, layer_fc1x_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_fc1x_convolution_filters_data[] = { 0x55,0x04,0x96,0x16,0x9b,0x23,0x90,0x00,0x4c,0x01,0xfc,0x1c,0xb3,0xf7,0xd5,0x04,0xb9,0x03,0xb4,0x17,0x78,0xfa,0x27,0xf1,0xbc,0x02,0xab,0x0a,0xe2,0xfe,0x7d,0x03, @@ -958,16 +985,34 @@ static const unsigned char layer_fc1x_convolution_filters_data[] = { 0xe3,0xf1,0x4b,0xf6,0xdb,0xff,0x38,0x07,0x30,0x04,0x87,0x04,0xbd,0xf1,0x9f,0x05,0xd8,0xff,0x5b,0xf4,0x52,0xee,0xd8,0xf0,0x7b,0xff,0x04,0xff,0x1a,0xef,0x82,0xfd, 0x6e,0xf2,0x56,0xf7,0x36,0x00,0xae,0xf7,0x79,0xec,0x64,0xfd,0x99,0xee,0x77,0x03,0xf4,0xf5,0xb9,0xfa,0x60,0x06,0x8d,0xf7,0x51,0xfd,0xc2,0xfd,0xc1,0xee,0xa9,0x03, 0x74,0x02,0x4c,0xee,0x2a,0x05,0x71,0x06,0xab,0xf5,0x45,0xff,0xba,0xf7,0xd6,0x03,0x47,0xed,0x15,0xfb,0x32,0xf6,0xe9,0x04,0x4f,0x06,0xc7,0x00,0xb1,0x03,0x6f,0xfe, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_fc1x_convolution_filters, 20224, layer_fc1x_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_fc1x_convolution_filters, 2, 3, 20224, layer_fc1x_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_fc1x_convolution_requantize_data[] = { +0xd3,0x44,0x00,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_fc1x_convolution_requantize, 4, 1, 4, layer_fc1x_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res2a_branch1_convolution_bias_data[] = { -0xda,0x0c,0xb5,0x25,0x7e,0x23,0x70,0xee,0x61,0x25,0x97,0xcb,0x71,0x1e,0x06,0x00,0x43,0xf8,0xba,0x1e,0x33,0x13,0xc7,0xfd,0xa2,0xe3,0x5d,0xe8,0x64,0xdc,0xd2,0xd2, -0xf9,0xfa,0xb3,0x31,0x7d,0xc2,0xfb,0x11,0x4a,0x0c,0x52,0xd9,0xe3,0x18,0x45,0x1c,0x44,0xd8,0xb5,0x31,0xff,0xfb,0x8d,0x24,0x85,0x2f,0x15,0xdb,0xe7,0x16,0xf3,0x1e, -0x59,0x1e,0xb3,0x28,0x09,0xeb,0x4e,0xf5,0xd3,0x01,0xd4,0x14,0x94,0xe6,0xc1,0xfa,0x70,0x0d,0xe5,0x2d,0xa6,0xd6,0x6c,0xe1,0x8f,0x3b,0x37,0x0e,0xaa,0xd3,0xf0,0x35, -0x49,0x0a,0xf5,0x3f,0xfb,0x41,0xb4,0x15,0xd9,0xe2,0x02,0xdb,0xfe,0xee,0x4f,0x33,0x5e,0x0a,0x4a,0x21,0x8d,0x32,0xfa,0xec,0xd7,0xf4,0xc1,0xfd,0x78,0x1a,0x6b,0xdc, +0xda,0x0c,0x00,0x00,0xb5,0x25,0x00,0x00,0x7e,0x23,0x00,0x00,0x70,0xee,0xff,0xff,0x61,0x25,0x00,0x00,0x97,0xcb,0xff,0xff,0x71,0x1e,0x00,0x00,0x06,0x00,0x00,0x00, +0x43,0xf8,0xff,0xff,0xba,0x1e,0x00,0x00,0x33,0x13,0x00,0x00,0xc7,0xfd,0xff,0xff,0xa2,0xe3,0xff,0xff,0x5d,0xe8,0xff,0xff,0x64,0xdc,0xff,0xff,0xd2,0xd2,0xff,0xff, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res2a_branch1_convolution_bias, 128, layer_res2a_branch1_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_res2a_branch1_convolution_bias, 4, 4, 256, layer_res2a_branch1_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res2a_branch1_convolution_filters_data[] = { 0x11,0x07,0x7f,0x0a,0x5b,0x38,0x65,0xc4,0xf1,0xf3,0x29,0x0e,0xea,0xdf,0x2f,0xfb,0xc8,0x22,0x8e,0x2d,0x17,0xfb,0xa4,0x0b,0x6b,0xf8,0x67,0xd5,0x77,0x0b,0x4d,0xf3, @@ -1226,14 +1271,30 @@ static const unsigned char layer_res2a_branch1_convolution_filters_data[] = { 0x66,0x24,0x42,0xf9,0xa3,0xf9,0x5e,0xf7,0x57,0x2a,0x0f,0x56,0x8b,0x1f,0xf6,0x23,0x34,0x00,0xfb,0x1f,0x77,0x1e,0x37,0xaf,0x62,0x21,0x74,0x02,0x3a,0xff,0x96,0xdf, 0x5d,0x7d,0x9b,0x30,0xc4,0xbe,0x94,0xc2,0x55,0xeb,0x20,0xfc,0x81,0x32,0x8b,0x80,0xbf,0x02,0x29,0x3b,0xcb,0x35,0x77,0xfa,0xc8,0x07,0xb1,0xca,0x71,0x1b,0xab,0x13, 0x11,0x50,0xd6,0xfa,0x39,0xdb,0x9f,0x36,0x06,0xdc,0x79,0x36,0x30,0x06,0x45,0x11,0x87,0x26,0x6b,0xaf,0x12,0x00,0x56,0x5d,0xa0,0xf3,0xf3,0xcc,0xe7,0x9c,0xac,0x1a, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res2a_branch1_convolution_filters, 8192, layer_res2a_branch1_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res2a_branch1_convolution_filters, 2, 3, 8192, layer_res2a_branch1_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res2a_branch1_convolution_requantize_data[] = { +0x8d,0x3a,0x88,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res2a_branch1_convolution_requantize, 4, 1, 4, layer_res2a_branch1_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res2a_branch2a_convolution_bias_data[] = { -0xf9,0x17,0x5d,0x05,0xe7,0x08,0x44,0x02,0x43,0x0c,0x86,0x10,0xdf,0x0d,0x16,0x13,0xf5,0x03,0xb8,0xee,0x5e,0xed,0x13,0x13,0xec,0x11,0x24,0x0f,0x63,0xfe,0x23,0x0d, -0x5c,0x04,0x61,0x07,0x6c,0x07,0x67,0x1a,0x44,0x10,0x7f,0xce,0xe5,0xf4,0x1b,0xff,0x85,0x09,0x19,0x00,0x1b,0x19,0xfe,0xf1,0x66,0x04,0xb8,0x09,0x86,0x01,0xc0,0x05, +0xf9,0x17,0x00,0x00,0x5d,0x05,0x00,0x00,0xe7,0x08,0x00,0x00,0x44,0x02,0x00,0x00,0x43,0x0c,0x00,0x00,0x86,0x10,0x00,0x00,0xdf,0x0d,0x00,0x00,0x16,0x13,0x00,0x00, +0xf5,0x03,0x00,0x00,0xb8,0xee,0xff,0xff,0x5e,0xed,0xff,0xff,0x13,0x13,0x00,0x00,0xec,0x11,0x00,0x00,0x24,0x0f,0x00,0x00,0x63,0xfe,0xff,0xff,0x23,0x0d,0x00,0x00, +0x5c,0x04,0x00,0x00,0x61,0x07,0x00,0x00,0x6c,0x07,0x00,0x00,0x67,0x1a,0x00,0x00,0x44,0x10,0x00,0x00,0x7f,0xce,0xff,0xff,0xe5,0xf4,0xff,0xff,0x1b,0xff,0xff,0xff, +0x85,0x09,0x00,0x00,0x19,0x00,0x00,0x00,0x1b,0x19,0x00,0x00,0xfe,0xf1,0xff,0xff,0x66,0x04,0x00,0x00,0xb8,0x09,0x00,0x00,0x86,0x01,0x00,0x00,0xc0,0x05,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res2a_branch2a_convolution_bias, 64, layer_res2a_branch2a_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_res2a_branch2a_convolution_bias, 4, 4, 128, layer_res2a_branch2a_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res2a_branch2a_convolution_filters_data[] = { 0xd4,0xfb,0x27,0x00,0xb0,0x0b,0x87,0x08,0x30,0xee,0xdd,0xdf,0xca,0x03,0xd2,0xf8,0xa9,0xf2,0xb8,0x0f,0x61,0xea,0xb7,0xfa,0xbc,0xe9,0x33,0x00,0x6a,0x1b,0xb7,0xf6, @@ -2388,16 +2449,34 @@ static const unsigned char layer_res2a_branch2a_convolution_filters_data[] = { 0x61,0xfd,0x1a,0xfb,0x0b,0x10,0x64,0x03,0xcf,0xfc,0x4b,0x02,0x42,0xd1,0xaf,0x2e,0x48,0xf9,0x5a,0xfd,0x49,0x11,0xa6,0x06,0xd4,0xfd,0xb8,0xfd,0x20,0xfc,0x6b,0x06, 0x02,0x01,0xa7,0xfd,0xb8,0x05,0x5e,0xff,0x4e,0xe9,0x73,0xf1,0x0a,0x0c,0x8a,0x11,0x44,0xfa,0x56,0xf2,0x79,0x11,0xff,0x15,0x51,0xe6,0x84,0x05,0x45,0x02,0xe8,0xfc, 0x7c,0x01,0x6b,0xfa,0xe2,0xe8,0xab,0xfd,0xce,0xeb,0xde,0xef,0x17,0x09,0x49,0xfc,0x5e,0xfa,0x9f,0x17,0x05,0xf1,0xa3,0x1a,0xce,0xfc,0xea,0x0c,0x35,0x00,0xca,0x06, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res2a_branch2a_convolution_filters, 36864, layer_res2a_branch2a_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res2a_branch2a_convolution_filters, 2, 3, 36864, layer_res2a_branch2a_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res2a_branch2a_convolution_requantize_data[] = { +0xb7,0x6c,0xce,0x36,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res2a_branch2a_convolution_requantize, 4, 1, 4, layer_res2a_branch2a_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res2a_branch2b_convolution_bias_data[] = { -0x43,0xfc,0x98,0xef,0x50,0x04,0xe1,0x25,0x96,0x00,0xd7,0x26,0x3a,0x04,0x41,0xe7,0x4e,0x07,0x4a,0xf7,0x94,0xff,0x2a,0x00,0x9a,0x20,0x39,0x15,0x7c,0x20,0x96,0x1e, -0x45,0x14,0xe5,0xe7,0xaf,0x1f,0x62,0xfc,0x84,0x0f,0xaf,0x1f,0xf3,0x04,0xa3,0xf6,0xbb,0x29,0xd9,0xde,0xf9,0x0a,0x0d,0xfb,0x0a,0xf1,0x45,0x30,0xbd,0x0c,0x58,0xf5, -0x39,0xfc,0xf5,0xf5,0x96,0x1a,0x18,0x18,0xbf,0x16,0xc1,0xfe,0xb1,0x12,0x86,0x1e,0xe6,0x05,0x22,0xe9,0xa4,0x24,0x8b,0x2b,0x95,0xf6,0x25,0x08,0xd0,0x10,0xa5,0xee, -0xa8,0xfd,0x3e,0xe3,0xcd,0xf5,0xd2,0x05,0xe0,0x21,0x12,0x33,0x8c,0x1d,0x95,0xe3,0xbe,0x0f,0x43,0x0d,0x08,0xec,0x6a,0x15,0x04,0x0f,0x4c,0x12,0x80,0x03,0xf3,0x21, +0x43,0xfc,0xff,0xff,0x98,0xef,0xff,0xff,0x50,0x04,0x00,0x00,0xe1,0x25,0x00,0x00,0x96,0x00,0x00,0x00,0xd7,0x26,0x00,0x00,0x3a,0x04,0x00,0x00,0x41,0xe7,0xff,0xff, +0x4e,0x07,0x00,0x00,0x4a,0xf7,0xff,0xff,0x94,0xff,0xff,0xff,0x2a,0x00,0x00,0x00,0x9a,0x20,0x00,0x00,0x39,0x15,0x00,0x00,0x7c,0x20,0x00,0x00,0x96,0x1e,0x00,0x00, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res2a_branch2b_convolution_bias, 128, layer_res2a_branch2b_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_res2a_branch2b_convolution_bias, 4, 4, 256, layer_res2a_branch2b_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res2a_branch2b_convolution_filters_data[] = { 0x05,0x14,0x97,0xfe,0x86,0xf4,0x90,0x1d,0x97,0xfe,0x33,0x11,0xc5,0xf1,0x91,0x01,0x35,0xc7,0x46,0xe1,0x17,0xec,0x78,0x39,0xbf,0x1b,0x4c,0xfd,0xcf,0xf5,0x57,0x1f, @@ -3552,14 +3631,30 @@ static const unsigned char layer_res2a_branch2b_convolution_filters_data[] = { 0x86,0x28,0x36,0xd6,0x48,0xf7,0x38,0x09,0xf9,0xd4,0x55,0xe5,0xeb,0xfe,0x37,0x51,0x94,0xe1,0x4b,0x1a,0xaf,0x2b,0xb1,0xc5,0x16,0x03,0x1a,0xfc,0xc0,0x0a,0x54,0xce, 0x55,0xef,0x5f,0xe9,0x2f,0xf5,0x82,0xf2,0x1a,0x0e,0x14,0x18,0x6f,0xe5,0x06,0x1f,0x60,0x1a,0xf0,0x09,0x73,0x19,0x2f,0x1c,0xeb,0xe1,0x23,0x23,0x65,0xe5,0x7a,0x13, 0xf1,0x0a,0x8f,0xed,0x85,0xe7,0x09,0x36,0x58,0x01,0x93,0xde,0x99,0xe5,0x81,0xee,0x8f,0xef,0xfe,0xfb,0xa2,0xdc,0xab,0xe6,0x1e,0xfd,0x94,0xd8,0x44,0x36,0x37,0xde, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res2a_branch2b_convolution_filters, 36864, layer_res2a_branch2b_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res2a_branch2b_convolution_filters, 2, 3, 36864, layer_res2a_branch2b_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res2a_branch2b_convolution_requantize_data[] = { +0x7b,0x93,0x28,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res2a_branch2b_convolution_requantize, 4, 1, 4, layer_res2a_branch2b_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res2b_branch2a_convolution_bias_data[] = { -0x0a,0x04,0x60,0x14,0xb4,0x02,0x98,0x12,0x42,0xfc,0x5f,0xf6,0x50,0x0a,0xed,0x05,0xfd,0x0b,0x9f,0x10,0xaf,0x1a,0x25,0x09,0xed,0x0b,0xf7,0x05,0x17,0x00,0x0d,0x2b, -0x1a,0x16,0x4c,0x0d,0x1e,0xfe,0x0e,0x19,0x3f,0x15,0x8e,0x10,0x50,0xf6,0x29,0x12,0xc9,0x0f,0xbc,0x14,0x21,0x0a,0x23,0xe8,0x79,0x20,0x5c,0x19,0x10,0x0e,0xf2,0x1d, +0x0a,0x04,0x00,0x00,0x60,0x14,0x00,0x00,0xb4,0x02,0x00,0x00,0x98,0x12,0x00,0x00,0x42,0xfc,0xff,0xff,0x5f,0xf6,0xff,0xff,0x50,0x0a,0x00,0x00,0xed,0x05,0x00,0x00, +0xfd,0x0b,0x00,0x00,0x9f,0x10,0x00,0x00,0xaf,0x1a,0x00,0x00,0x25,0x09,0x00,0x00,0xed,0x0b,0x00,0x00,0xf7,0x05,0x00,0x00,0x17,0x00,0x00,0x00,0x0d,0x2b,0x00,0x00, +0x1a,0x16,0x00,0x00,0x4c,0x0d,0x00,0x00,0x1e,0xfe,0xff,0xff,0x0e,0x19,0x00,0x00,0x3f,0x15,0x00,0x00,0x8e,0x10,0x00,0x00,0x50,0xf6,0xff,0xff,0x29,0x12,0x00,0x00, +0xc9,0x0f,0x00,0x00,0xbc,0x14,0x00,0x00,0x21,0x0a,0x00,0x00,0x23,0xe8,0xff,0xff,0x79,0x20,0x00,0x00,0x5c,0x19,0x00,0x00,0x10,0x0e,0x00,0x00,0xf2,0x1d,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res2b_branch2a_convolution_bias, 64, layer_res2b_branch2a_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_res2b_branch2a_convolution_bias, 4, 4, 128, layer_res2b_branch2a_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res2b_branch2a_convolution_filters_data[] = { 0xf5,0x1f,0x4e,0x0c,0x16,0x08,0x4f,0x35,0x77,0xe6,0x7f,0xed,0x24,0x04,0xcc,0xdf,0x38,0x16,0xc8,0xf4,0xa0,0x13,0x82,0x0e,0x21,0x37,0x34,0xfb,0xba,0xfa,0x1c,0xd1, @@ -4714,16 +4809,34 @@ static const unsigned char layer_res2b_branch2a_convolution_filters_data[] = { 0x13,0xd8,0xed,0xf0,0x7e,0xea,0x5d,0x22,0xcc,0x07,0x66,0xfe,0xab,0x0a,0xab,0x35,0xd1,0xd2,0x74,0x32,0xdc,0x25,0xa6,0x17,0x4f,0x00,0xdc,0xb7,0x5a,0x09,0xd4,0x32, 0xcf,0xff,0xe4,0xfc,0xac,0x1d,0x5e,0x01,0xff,0xe6,0x2e,0xf1,0x3a,0xde,0xb3,0xfd,0xce,0xf3,0x69,0x02,0x93,0xca,0x6e,0xe4,0x11,0x04,0x72,0xf6,0x1b,0xf6,0xed,0x17, 0x0f,0x2e,0x56,0x00,0x72,0x08,0xae,0xe0,0xaf,0xe8,0xb2,0xe7,0x79,0xee,0xc2,0xeb,0x14,0xf8,0x53,0x44,0x59,0x14,0x2b,0xff,0x99,0xff,0x1c,0xf3,0x04,0xfa,0x42,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res2b_branch2a_convolution_filters, 36864, layer_res2b_branch2a_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res2b_branch2a_convolution_filters, 2, 3, 36864, layer_res2b_branch2a_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res2b_branch2a_convolution_requantize_data[] = { +0x50,0x07,0xec,0x36,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res2b_branch2a_convolution_requantize, 4, 1, 4, layer_res2b_branch2a_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res2b_branch2b_convolution_bias_data[] = { 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res2b_branch2b_convolution_bias, 128, layer_res2b_branch2b_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_res2b_branch2b_convolution_bias, 4, 4, 256, layer_res2b_branch2b_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res2b_branch2b_convolution_filters_data[] = { 0xb1,0xf1,0xbf,0xe5,0x5d,0x19,0xbf,0xfa,0x1b,0xfa,0x68,0x01,0xcd,0x3c,0xb2,0xb9,0x4d,0xe3,0x7e,0xf9,0xef,0xe3,0xe5,0x36,0x15,0x00,0x03,0xea,0xfc,0xee,0x8c,0x00, @@ -5878,16 +5991,34 @@ static const unsigned char layer_res2b_branch2b_convolution_filters_data[] = { 0x6b,0x1c,0xee,0xf3,0x42,0x0c,0x38,0x00,0x1d,0x5d,0x21,0x00,0xef,0x24,0x81,0xfa,0xbe,0xee,0x7b,0xc8,0x9b,0xc4,0x96,0xf7,0xa0,0xcd,0x31,0x46,0x94,0x09,0xf2,0xfc, 0xa8,0xc7,0x60,0xca,0xdc,0x12,0xd3,0x14,0xed,0x01,0xb4,0xb6,0x84,0x0b,0x45,0xd2,0x21,0xe8,0xa4,0xd8,0xb0,0xfc,0x36,0x0d,0x7c,0x09,0xeb,0xe5,0x7b,0xc4,0x8a,0x0b, 0xf1,0x02,0x60,0xc8,0x7f,0x43,0x20,0xdf,0xe8,0x3c,0x67,0x19,0x26,0x0a,0xe8,0x25,0x18,0x0d,0x2b,0x24,0x5f,0x18,0x08,0xda,0xaf,0xd2,0xb9,0x39,0x9e,0xdf,0xb8,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res2b_branch2b_convolution_filters, 36864, layer_res2b_branch2b_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res2b_branch2b_convolution_filters, 2, 3, 36864, layer_res2b_branch2b_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res2b_branch2b_convolution_requantize_data[] = { +0x5e,0x17,0x3e,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res2b_branch2b_convolution_requantize, 4, 1, 4, layer_res2b_branch2b_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res3a_branch1_convolution_bias_data[] = { -0x08,0x05,0xec,0xea,0xf9,0x07,0x88,0xff,0x8b,0xf4,0x2c,0x18,0xfe,0x0f,0x3d,0x01,0x1f,0x13,0xad,0xf0,0x7c,0x02,0x5c,0x03,0x66,0xff,0xab,0x17,0x0b,0x17,0x4f,0xf2, -0xc6,0xde,0x85,0x1c,0xd6,0xe7,0xc0,0x0e,0x18,0x19,0x5c,0x0e,0xe2,0x15,0xa7,0xfd,0xb9,0x08,0xca,0xe2,0x4d,0x15,0x85,0x07,0xbc,0x0c,0xdc,0xdf,0x2a,0x0b,0xb4,0x03, -0xad,0x20,0x4c,0x17,0xfa,0x11,0x27,0x0c,0xd3,0x1a,0xf3,0x0c,0xab,0x05,0x49,0x0f,0xc7,0x03,0x0f,0xf2,0x53,0x1b,0x58,0xf5,0xe8,0x23,0x4e,0xf8,0xa4,0x03,0x2b,0x1c, -0x5e,0x1b,0x7c,0xfd,0xd6,0xe5,0x68,0xfb,0x97,0x0e,0x95,0x0a,0x62,0x10,0x6d,0xfd,0x4c,0x09,0x72,0xfb,0x0b,0x0c,0xf7,0x09,0x59,0x00,0x12,0x1f,0xf9,0xf0,0x85,0xff, +0x08,0x05,0x00,0x00,0xec,0xea,0xff,0xff,0xf9,0x07,0x00,0x00,0x88,0xff,0xff,0xff,0x8b,0xf4,0xff,0xff,0x2c,0x18,0x00,0x00,0xfe,0x0f,0x00,0x00,0x3d,0x01,0x00,0x00, +0x1f,0x13,0x00,0x00,0xad,0xf0,0xff,0xff,0x7c,0x02,0x00,0x00,0x5c,0x03,0x00,0x00,0x66,0xff,0xff,0xff,0xab,0x17,0x00,0x00,0x0b,0x17,0x00,0x00,0x4f,0xf2,0xff,0xff, +0xc6,0xde,0xff,0xff,0x85,0x1c,0x00,0x00,0xd6,0xe7,0xff,0xff,0xc0,0x0e,0x00,0x00,0x18,0x19,0x00,0x00,0x5c,0x0e,0x00,0x00,0xe2,0x15,0x00,0x00,0xa7,0xfd,0xff,0xff, +0xb9,0x08,0x00,0x00,0xca,0xe2,0xff,0xff,0x4d,0x15,0x00,0x00,0x85,0x07,0x00,0x00,0xbc,0x0c,0x00,0x00,0xdc,0xdf,0xff,0xff,0x2a,0x0b,0x00,0x00,0xb4,0x03,0x00,0x00, +0xad,0x20,0x00,0x00,0x4c,0x17,0x00,0x00,0xfa,0x11,0x00,0x00,0x27,0x0c,0x00,0x00,0xd3,0x1a,0x00,0x00,0xf3,0x0c,0x00,0x00,0xab,0x05,0x00,0x00,0x49,0x0f,0x00,0x00, +0xc7,0x03,0x00,0x00,0x0f,0xf2,0xff,0xff,0x53,0x1b,0x00,0x00,0x58,0xf5,0xff,0xff,0xe8,0x23,0x00,0x00,0x4e,0xf8,0xff,0xff,0xa4,0x03,0x00,0x00,0x2b,0x1c,0x00,0x00, +0x5e,0x1b,0x00,0x00,0x7c,0xfd,0xff,0xff,0xd6,0xe5,0xff,0xff,0x68,0xfb,0xff,0xff,0x97,0x0e,0x00,0x00,0x95,0x0a,0x00,0x00,0x62,0x10,0x00,0x00,0x6d,0xfd,0xff,0xff, +0x4c,0x09,0x00,0x00,0x72,0xfb,0xff,0xff,0x0b,0x0c,0x00,0x00,0xf7,0x09,0x00,0x00,0x59,0x00,0x00,0x00,0x12,0x1f,0x00,0x00,0xf9,0xf0,0xff,0xff,0x85,0xff,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res3a_branch1_convolution_bias, 128, layer_res3a_branch1_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_res3a_branch1_convolution_bias, 4, 4, 256, layer_res3a_branch1_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res3a_branch1_convolution_filters_data[] = { 0xe0,0x06,0x2e,0x23,0xae,0xfd,0x45,0x24,0x5b,0xdf,0x2b,0x0c,0x15,0x20,0xc6,0xcd,0x23,0x04,0x88,0x13,0xb6,0x13,0xe2,0x3b,0x17,0xba,0xbd,0xce,0x63,0xf0,0xed,0x12, @@ -6146,14 +6277,30 @@ static const unsigned char layer_res3a_branch1_convolution_filters_data[] = { 0xa6,0x16,0xa5,0x0e,0x57,0xd9,0xb8,0xef,0xd2,0x02,0x69,0x19,0xce,0xdc,0xcb,0x0f,0x04,0xea,0xe2,0xe9,0xdd,0xf3,0x40,0x3a,0x80,0xed,0x06,0x18,0x2b,0xf3,0x3e,0xe6, 0x90,0x03,0xd4,0x00,0x16,0xfe,0xc4,0xeb,0x5e,0x20,0x9f,0xe3,0x01,0x1d,0x78,0xe2,0x69,0x23,0x5f,0x0c,0xa1,0xfc,0x3b,0x15,0x20,0x0c,0x61,0x27,0x0e,0xdc,0x4b,0xdb, 0xf5,0xfe,0x9d,0x1f,0xc9,0x0e,0xe7,0x20,0x44,0x1c,0xcd,0xf1,0x6d,0xf2,0x4e,0xd9,0x7a,0x05,0xad,0xd6,0xbc,0x10,0xd5,0xed,0x3e,0x12,0xb9,0x05,0xd4,0xd3,0x4e,0xfd, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res3a_branch1_convolution_filters, 8192, layer_res3a_branch1_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res3a_branch1_convolution_filters, 2, 3, 8192, layer_res3a_branch1_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res3a_branch1_convolution_requantize_data[] = { +0x15,0x65,0xcb,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res3a_branch1_convolution_requantize, 4, 1, 4, layer_res3a_branch1_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res3a_branch2a_convolution_bias_data[] = { -0xa7,0x2c,0x9f,0x2e,0x63,0x10,0xec,0x0e,0x6d,0x06,0x36,0xfd,0x75,0x39,0x66,0x0c,0x83,0x17,0x5b,0x27,0xa0,0x05,0x76,0x04,0x21,0x09,0xf2,0x26,0xac,0x17,0xec,0x08, -0xcf,0x3a,0x40,0x04,0xf2,0xfc,0x7f,0x13,0x00,0x37,0x2f,0x19,0x37,0x14,0x92,0x17,0x04,0x17,0x02,0x04,0x76,0x15,0xae,0x13,0x56,0x03,0xa6,0xf0,0x6e,0xf5,0x77,0x16, +0xa7,0x2c,0x00,0x00,0x9f,0x2e,0x00,0x00,0x63,0x10,0x00,0x00,0xec,0x0e,0x00,0x00,0x6d,0x06,0x00,0x00,0x36,0xfd,0xff,0xff,0x75,0x39,0x00,0x00,0x66,0x0c,0x00,0x00, +0x83,0x17,0x00,0x00,0x5b,0x27,0x00,0x00,0xa0,0x05,0x00,0x00,0x76,0x04,0x00,0x00,0x21,0x09,0x00,0x00,0xf2,0x26,0x00,0x00,0xac,0x17,0x00,0x00,0xec,0x08,0x00,0x00, +0xcf,0x3a,0x00,0x00,0x40,0x04,0x00,0x00,0xf2,0xfc,0xff,0xff,0x7f,0x13,0x00,0x00,0x00,0x37,0x00,0x00,0x2f,0x19,0x00,0x00,0x37,0x14,0x00,0x00,0x92,0x17,0x00,0x00, +0x04,0x17,0x00,0x00,0x02,0x04,0x00,0x00,0x76,0x15,0x00,0x00,0xae,0x13,0x00,0x00,0x56,0x03,0x00,0x00,0xa6,0xf0,0xff,0xff,0x6e,0xf5,0xff,0xff,0x77,0x16,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res3a_branch2a_convolution_bias, 64, layer_res3a_branch2a_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_res3a_branch2a_convolution_bias, 4, 4, 128, layer_res3a_branch2a_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res3a_branch2a_convolution_filters_data[] = { 0xb4,0x00,0x2a,0x18,0x05,0x00,0x98,0x0c,0xfa,0x12,0xc0,0xd0,0x48,0x17,0x12,0xfc,0x17,0xf8,0x6c,0xf1,0x8a,0x15,0xf2,0xe9,0x7c,0xe5,0x6e,0xfb,0x1e,0x23,0x08,0xf6, @@ -7308,16 +7455,34 @@ static const unsigned char layer_res3a_branch2a_convolution_filters_data[] = { 0x00,0xf0,0x3a,0xf7,0x63,0x34,0xe1,0xe5,0x04,0xed,0x78,0x0f,0x8c,0x06,0x36,0x08,0xb4,0xfd,0x1a,0x0f,0x33,0x07,0xd6,0x09,0x01,0x1b,0x9b,0x18,0x7b,0x00,0xac,0x21, 0xcf,0xe3,0xd4,0xf9,0xe4,0xc8,0x52,0x05,0x95,0x2f,0x69,0x14,0xc5,0x0d,0xa5,0xf6,0xe2,0x0d,0xee,0x0b,0xdb,0xf1,0xdf,0x14,0x0d,0x02,0xe0,0xf7,0x98,0xf5,0x63,0xef, 0x1e,0xf5,0xd2,0x17,0x6a,0x06,0x67,0xed,0x69,0x01,0x2f,0x32,0xb1,0x07,0x86,0x0c,0x38,0xf1,0x7d,0xef,0x1f,0xf7,0x84,0xf3,0x64,0xf9,0x44,0xed,0xf0,0x18,0xa1,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res3a_branch2a_convolution_filters, 36864, layer_res3a_branch2a_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res3a_branch2a_convolution_filters, 2, 3, 36864, layer_res3a_branch2a_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res3a_branch2a_convolution_requantize_data[] = { +0xe2,0xfc,0x24,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res3a_branch2a_convolution_requantize, 4, 1, 4, layer_res3a_branch2a_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res3a_branch2b_convolution_bias_data[] = { -0xdf,0xe0,0xf7,0x03,0x08,0x2a,0xd0,0x09,0x81,0xf8,0x06,0x18,0xd3,0x00,0x53,0x38,0x09,0x2d,0xdd,0xf2,0x1e,0x1c,0x8b,0xff,0x97,0xfc,0x33,0x00,0x78,0x0a,0x42,0x07, -0x76,0xe5,0x1a,0x13,0x50,0x0a,0x4d,0xf6,0xdb,0x00,0x9e,0xef,0x2b,0x0e,0x06,0x17,0x83,0x0e,0x7d,0x0d,0xda,0xf7,0x8d,0x22,0xcc,0x06,0x82,0x38,0x09,0xfa,0xa4,0xec, -0x96,0x02,0x25,0x1e,0xa8,0xf4,0x9b,0x0f,0xa4,0xfd,0x0b,0xff,0xa6,0x0b,0x75,0xe6,0x86,0x07,0x18,0x08,0xee,0x15,0xb4,0x00,0xd9,0xf7,0xc8,0x02,0xec,0xfc,0xd4,0x1a, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res3a_branch2b_convolution_bias, 128, layer_res3a_branch2b_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_res3a_branch2b_convolution_bias, 4, 4, 256, layer_res3a_branch2b_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res3a_branch2b_convolution_filters_data[] = { 0x9a,0x01,0x19,0xed,0xcf,0xfe,0x60,0x02,0x8f,0x2f,0xd2,0xf3,0x8d,0x14,0xd3,0x26,0x41,0x11,0xfd,0xf2,0x86,0x23,0xbc,0xee,0xb3,0x11,0x66,0xf1,0x24,0xe6,0xb4,0x07, @@ -8472,16 +8637,34 @@ static const unsigned char layer_res3a_branch2b_convolution_filters_data[] = { 0x34,0xde,0xd9,0xe5,0xf7,0xd9,0x1b,0xed,0xf1,0xda,0x6d,0x09,0xea,0xe5,0x5d,0x1c,0xbe,0x16,0x12,0xdc,0xeb,0xef,0x33,0x23,0x38,0x0c,0x42,0x2a,0xf2,0x2a,0x95,0xd9, 0xac,0xf4,0x02,0xfa,0x28,0xfe,0xeb,0xf1,0xb3,0x05,0xba,0x27,0x69,0xf4,0x0b,0x37,0x6e,0xed,0xea,0x15,0x80,0xf8,0x46,0xf6,0x2e,0xdb,0xab,0x11,0x22,0x45,0x63,0xf0, 0x5f,0x20,0x05,0x1b,0x9e,0xfe,0x0d,0x2e,0xa4,0xc4,0x6c,0xef,0x8c,0xd9,0x1a,0xf0,0xbc,0xec,0xf9,0xf5,0xe4,0xce,0x2c,0xf2,0xa5,0xe9,0xe9,0x20,0xb2,0x20,0x55,0x18, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res3a_branch2b_convolution_filters, 36864, layer_res3a_branch2b_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res3a_branch2b_convolution_filters, 2, 3, 36864, layer_res3a_branch2b_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res3a_branch2b_convolution_requantize_data[] = { +0x61,0x77,0x2a,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res3a_branch2b_convolution_requantize, 4, 1, 4, layer_res3a_branch2b_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res3b_branch2a_convolution_bias_data[] = { -0x62,0x0e,0xd7,0x1a,0xfa,0x24,0x9a,0x13,0xde,0x13,0x7f,0x09,0x6a,0x26,0xc3,0xca,0x0b,0x2c,0xa4,0x0b,0x0e,0x22,0xb3,0x15,0x4b,0xe6,0x2f,0x1c,0xb8,0x0f,0x6a,0xf8, -0x10,0x39,0x9f,0xf9,0x9b,0x0f,0x03,0x03,0xc8,0x2e,0xc2,0x20,0xff,0x1e,0x2e,0x12,0x46,0x11,0x25,0xfc,0x6f,0x17,0x8d,0x11,0x51,0x2e,0xf2,0x24,0x4f,0x0e,0xae,0x14, -0x19,0x33,0xb5,0x0a,0x78,0x41,0xfa,0x06,0xca,0x01,0xec,0xf0,0x3d,0x34,0x0d,0x31,0x49,0x06,0x95,0x0a,0x18,0x14,0x1d,0x0f,0x47,0xe3,0x2c,0x24,0x5f,0x20,0x9c,0x3b, -0xe9,0x10,0x7a,0xfd,0xea,0xff,0x66,0xeb,0x20,0xf6,0x1f,0x11,0xf1,0x02,0xe5,0x1f,0x7e,0x17,0x3f,0x15,0x08,0x0b,0x63,0xef,0x30,0x0b,0x13,0xf4,0x5f,0xfb,0xbb,0x04, +0x62,0x0e,0x00,0x00,0xd7,0x1a,0x00,0x00,0xfa,0x24,0x00,0x00,0x9a,0x13,0x00,0x00,0xde,0x13,0x00,0x00,0x7f,0x09,0x00,0x00,0x6a,0x26,0x00,0x00,0xc3,0xca,0xff,0xff, +0x0b,0x2c,0x00,0x00,0xa4,0x0b,0x00,0x00,0x0e,0x22,0x00,0x00,0xb3,0x15,0x00,0x00,0x4b,0xe6,0xff,0xff,0x2f,0x1c,0x00,0x00,0xb8,0x0f,0x00,0x00,0x6a,0xf8,0xff,0xff, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res3b_branch2a_convolution_bias, 128, layer_res3b_branch2a_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_res3b_branch2a_convolution_bias, 4, 4, 256, layer_res3b_branch2a_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res3b_branch2a_convolution_filters_data[] = { 0x7a,0x09,0x50,0x0f,0xcf,0xf3,0xdc,0xfa,0x30,0x00,0x21,0xe7,0x10,0xed,0x9a,0xfb,0x77,0xfd,0x66,0x19,0xe4,0x13,0x11,0xf7,0x9a,0xfb,0xf5,0xed,0x47,0x12,0xce,0x01, @@ -10788,16 +10971,34 @@ static const unsigned char layer_res3b_branch2a_convolution_filters_data[] = { 0x0e,0xdf,0xa8,0x26,0x4e,0xea,0x3c,0xff,0x66,0xe0,0x50,0xec,0x74,0xee,0x78,0xe2,0xaf,0x00,0xa0,0xf9,0xc8,0xdf,0x7c,0xf3,0x2b,0xeb,0x1f,0xed,0xd2,0x06,0x98,0xdf, 0x4b,0x08,0x66,0xf6,0x36,0x18,0xec,0xfb,0x16,0xe8,0x36,0x16,0x27,0x1a,0xb0,0xf5,0x68,0x1a,0xbe,0xe8,0xbd,0xe2,0x96,0xf5,0x2a,0x01,0xe8,0x1b,0x4a,0xed,0x43,0x0b, 0xab,0x1c,0xbe,0xfe,0x4a,0x0e,0x48,0xfd,0x26,0x13,0x61,0x24,0x38,0x04,0x73,0x1f,0x18,0xdb,0xb0,0x02,0x98,0x04,0x71,0x05,0x33,0x15,0x3e,0xd4,0x29,0xda,0x4a,0x24, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res3b_branch2a_convolution_filters, 73728, layer_res3b_branch2a_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res3b_branch2a_convolution_filters, 2, 3, 73728, layer_res3b_branch2a_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res3b_branch2a_convolution_requantize_data[] = { +0x4d,0xe8,0x28,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res3b_branch2a_convolution_requantize, 4, 1, 4, layer_res3b_branch2a_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res3b_branch2b_convolution_bias_data[] = { -0x55,0x14,0x47,0x0f,0x9e,0xe1,0x27,0x08,0xd1,0x1f,0xa3,0xfa,0xc2,0x0f,0x22,0xff,0xe7,0xc7,0x36,0x0f,0x79,0xd5,0x9a,0xde,0x20,0x16,0x2f,0x1a,0x30,0x0d,0x10,0x02, -0x6f,0xe2,0x8c,0xfa,0x1b,0x09,0xaa,0x00,0x37,0x04,0xc2,0xe0,0x2c,0x08,0x1f,0xf6,0x3b,0x10,0x49,0xf0,0x13,0xf7,0x35,0x20,0x90,0x06,0xce,0x11,0xc6,0x08,0xc5,0xf4, -0x87,0x01,0xe4,0x0e,0x53,0x21,0x0b,0x07,0xe6,0x12,0x5e,0x39,0x14,0xed,0x2a,0xd7,0xb7,0x08,0xb8,0xf0,0x32,0x0b,0x0b,0x04,0x17,0xee,0xdc,0x33,0xfb,0xf6,0xea,0xff, 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+0xb7,0x08,0x00,0x00,0xb8,0xf0,0xff,0xff,0x32,0x0b,0x00,0x00,0x0b,0x04,0x00,0x00,0x17,0xee,0xff,0xff,0xdc,0x33,0x00,0x00,0xfb,0xf6,0xff,0xff,0xea,0xff,0xff,0xff, +0xe1,0x2a,0x00,0x00,0x4f,0x0c,0x00,0x00,0xfc,0xf2,0xff,0xff,0xc6,0x13,0x00,0x00,0x73,0x03,0x00,0x00,0x69,0x03,0x00,0x00,0xbe,0x03,0x00,0x00,0xcd,0xf2,0xff,0xff, +0xbe,0x0b,0x00,0x00,0x4f,0x17,0x00,0x00,0x96,0x20,0x00,0x00,0xb9,0x01,0x00,0x00,0xdd,0x09,0x00,0x00,0xe8,0x18,0x00,0x00,0xf5,0x16,0x00,0x00,0xfe,0x18,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res3b_branch2b_convolution_bias, 128, layer_res3b_branch2b_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_res3b_branch2b_convolution_bias, 4, 4, 256, layer_res3b_branch2b_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res3b_branch2b_convolution_filters_data[] = { 0xae,0x03,0x77,0xd0,0xbd,0xf3,0x1b,0x18,0xb5,0xec,0x67,0xfb,0x87,0x3c,0x8f,0x0c,0xaf,0x16,0x4f,0x16,0xf9,0x1a,0x2a,0xff,0x37,0x20,0xda,0xfd,0x85,0xca,0x63,0xee, @@ -13104,20 +13305,42 @@ static const unsigned char layer_res3b_branch2b_convolution_filters_data[] = { 0xac,0x38,0x59,0x08,0x83,0xec,0x66,0x0c,0xcc,0x13,0x57,0x17,0xcb,0x24,0xe8,0x19,0x7e,0xeb,0xec,0xe3,0x2d,0xf9,0x5c,0xf5,0xab,0xff,0x93,0x1b,0x9b,0xed,0xa0,0xfe, 0xc4,0x01,0x1a,0xe4,0x9b,0x42,0x0e,0x0c,0xab,0x0c,0x9a,0xf6,0x96,0x1d,0x75,0x30,0x52,0x1c,0x7b,0xf0,0x66,0xfb,0xbb,0x04,0xed,0xef,0xed,0x20,0x05,0xef,0x55,0xfc, 0xdd,0xec,0x58,0xf3,0x34,0x04,0x6b,0x05,0x4b,0xe9,0x48,0xf1,0xa9,0xf4,0x06,0xf7,0x6a,0x18,0x7d,0xf6,0xed,0xd6,0xcd,0xd1,0x20,0xe2,0xbc,0x18,0x7b,0x1c,0x2f,0xd6, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res3b_branch2b_convolution_filters, 73728, layer_res3b_branch2b_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res3b_branch2b_convolution_filters, 2, 3, 73728, layer_res3b_branch2b_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res3b_branch2b_convolution_requantize_data[] = { +0x31,0xac,0x2b,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res3b_branch2b_convolution_requantize, 4, 1, 4, layer_res3b_branch2b_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res4a_branch1_convolution_bias_data[] = { 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res4a_branch1_convolution_bias, 256, layer_res4a_branch1_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_res4a_branch1_convolution_bias, 4, 4, 512, layer_res4a_branch1_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res4a_branch1_convolution_filters_data[] = { 0x51,0xbb,0xa1,0xe4,0x25,0xed,0xe7,0x25,0x5b,0x1b,0xc6,0x1b,0xb2,0x0d,0x9a,0x28,0xec,0xd2,0x4f,0xfa,0x11,0xfb,0x22,0x03,0x64,0x14,0x41,0x02,0xa6,0x22,0xd0,0x0d, @@ -13632,16 +13855,34 @@ static const unsigned char layer_res4a_branch1_convolution_filters_data[] = { 0xab,0xf2,0xe1,0x16,0x3e,0xcd,0x23,0xf2,0xa1,0x1f,0xec,0xf1,0xca,0x00,0x5d,0xfc,0x2a,0xfc,0x61,0x11,0xc4,0xba,0xca,0xed,0x93,0xe4,0x79,0xf3,0xa5,0xe2,0x64,0x18, 0xab,0xed,0x37,0x26,0xbb,0xd5,0x1d,0x0c,0xb3,0x1a,0x79,0xe2,0x1e,0x28,0xb8,0x14,0xa1,0x10,0xb3,0xff,0x3f,0xf9,0x6e,0xf7,0x8b,0x22,0x2b,0xea,0xe0,0x0b,0x54,0xcf, 0x23,0x1f,0xa8,0xcf,0xa2,0x0f,0xa0,0xe5,0x65,0xfe,0x11,0xff,0x1d,0x15,0xfd,0xe5,0x96,0x1a,0xe0,0xff,0xcd,0xf3,0x61,0xf6,0x71,0xf7,0x20,0x26,0x62,0x0b,0xe3,0xf3, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res4a_branch1_convolution_filters, 16384, layer_res4a_branch1_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res4a_branch1_convolution_filters, 2, 3, 16384, layer_res4a_branch1_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res4a_branch1_convolution_requantize_data[] = { +0x18,0x8e,0xe0,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res4a_branch1_convolution_requantize, 4, 1, 4, layer_res4a_branch1_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res4a_branch2a_convolution_bias_data[] = { -0xa9,0xe0,0x13,0x18,0x38,0x14,0x8e,0xf0,0xe4,0x17,0xfa,0xf9,0x45,0x19,0x3a,0x10,0x06,0xf1,0x4a,0xf0,0x01,0x1e,0x52,0x22,0x17,0x15,0x06,0x1c,0x42,0x27,0xf7,0x15, -0x9d,0xff,0x52,0xf2,0xda,0x2c,0xc5,0xf0,0x7a,0xef,0x6e,0x10,0x49,0x12,0x61,0x19,0x89,0x1f,0xb9,0x07,0x3d,0x25,0x29,0x08,0x61,0x08,0x1d,0x0c,0x37,0xfe,0xdf,0x1c, -0x90,0x17,0x63,0x06,0x39,0x15,0x89,0x15,0xab,0xfa,0x8f,0x20,0xcc,0x0c,0x5c,0xf3,0x7a,0x2e,0x8b,0x02,0xf9,0x12,0xa0,0x02,0xb2,0x17,0x3e,0x03,0x25,0x1c,0x9c,0x0d, 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+0x7a,0x2e,0x00,0x00,0x8b,0x02,0x00,0x00,0xf9,0x12,0x00,0x00,0xa0,0x02,0x00,0x00,0xb2,0x17,0x00,0x00,0x3e,0x03,0x00,0x00,0x25,0x1c,0x00,0x00,0x9c,0x0d,0x00,0x00, +0x4e,0x20,0x00,0x00,0x83,0xe2,0xff,0xff,0x39,0x08,0x00,0x00,0xbb,0xf2,0xff,0xff,0x30,0x2c,0x00,0x00,0xc8,0xf5,0xff,0xff,0x08,0x12,0x00,0x00,0x6a,0x25,0x00,0x00, +0x9e,0xe7,0xff,0xff,0x30,0xdd,0xff,0xff,0x93,0xfb,0xff,0xff,0x3d,0x15,0x00,0x00,0xa9,0xf2,0xff,0xff,0x7b,0x1d,0x00,0x00,0x03,0x07,0x00,0x00,0xde,0x11,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res4a_branch2a_convolution_bias, 128, layer_res4a_branch2a_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_res4a_branch2a_convolution_bias, 4, 4, 256, layer_res4a_branch2a_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res4a_branch2a_convolution_filters_data[] = { 0x47,0xf2,0x6c,0x1f,0x32,0xfa,0x3c,0xe1,0x84,0x1b,0xe9,0xff,0xe0,0x00,0xef,0xeb,0xd4,0x03,0x2c,0xf5,0x19,0xde,0x58,0xdc,0x63,0xe9,0x26,0xee,0x56,0x07,0xc1,0x0d, @@ -15948,20 +16189,42 @@ static const unsigned char layer_res4a_branch2a_convolution_filters_data[] = { 0x11,0xf6,0x06,0x0c,0x35,0xff,0x96,0xf0,0x1a,0xc9,0x55,0x28,0x40,0x1a,0xcc,0xf9,0xbe,0x0d,0xca,0xe0,0xa7,0x12,0x47,0xfa,0x24,0xf7,0x54,0x1e,0x17,0xd3,0x97,0xd0, 0xdb,0x0d,0xdd,0xde,0xd6,0xff,0x37,0xd5,0x50,0x07,0x47,0x1d,0x49,0xea,0xde,0x2a,0x28,0x2f,0xdf,0x28,0x6a,0x15,0x6a,0xb7,0xb2,0x05,0x7c,0x2e,0x01,0xcd,0x08,0x06, 0x71,0x03,0x39,0x2b,0x6e,0xd1,0x85,0xee,0x94,0xfc,0x9f,0xf6,0xee,0xfc,0xb5,0x06,0xbc,0xe9,0xf6,0x04,0xdb,0xe9,0x1d,0xfb,0xde,0xfd,0x14,0xe7,0xef,0x16,0xa5,0xef, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res4a_branch2a_convolution_filters, 73728, layer_res4a_branch2a_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res4a_branch2a_convolution_filters, 2, 3, 73728, layer_res4a_branch2a_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res4a_branch2a_convolution_requantize_data[] = { +0x18,0xaa,0x3c,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res4a_branch2a_convolution_requantize, 4, 1, 4, layer_res4a_branch2a_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res4a_branch2b_convolution_bias_data[] = { 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0xac,0xea,0x4b,0x03,0xa5,0xf8,0xd9,0xd1,0xd7,0xfb,0x59,0xef,0x79,0x22,0xd8,0x0e,0x86,0xf3,0x85,0xf9,0xc5,0x0a,0x0c,0x16,0xe8,0xf5,0x44,0xfd,0x0a,0xe1,0x83,0x06, @@ -20572,16 +20835,34 @@ static const unsigned char layer_res4a_branch2b_convolution_filters_data[] = { 0x17,0x13,0x12,0x11,0x92,0x07,0xf2,0xfe,0xfa,0x15,0x6e,0xec,0x0d,0x0e,0x37,0xff,0x4a,0x03,0x5b,0x11,0x7f,0xf9,0x66,0x16,0x68,0xf7,0xb6,0x10,0x5d,0x24,0x88,0x2c, 0x47,0x0f,0x32,0xd8,0xf1,0x19,0xf0,0xf8,0x59,0xd7,0x73,0x23,0xba,0xfe,0xd3,0xf5,0x20,0x1f,0x57,0x13,0xdb,0x13,0x4f,0xdc,0x64,0x28,0xe6,0xfd,0x77,0xf9,0xc5,0x1c, 0x98,0x14,0xca,0x20,0x68,0xdf,0x8b,0x05,0x2a,0x20,0xb4,0xf5,0xf0,0xf1,0x79,0xfb,0x22,0xe1,0x2b,0xed,0x8e,0x0f,0x86,0x04,0xaa,0x23,0x8b,0x28,0xbc,0x27,0x8b,0x0d, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res4a_branch2b_convolution_filters, 147456, layer_res4a_branch2b_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res4a_branch2b_convolution_filters, 2, 3, 147456, layer_res4a_branch2b_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res4a_branch2b_convolution_requantize_data[] = { +0x4c,0x91,0x2d,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res4b_branch2a_convolution_bias, 128, layer_res4b_branch2a_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_res4b_branch2a_convolution_bias, 4, 4, 256, layer_res4b_branch2a_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res4b_branch2a_convolution_filters_data[] = { 0x2a,0x01,0xf4,0xe3,0xd4,0x0b,0x44,0xf8,0x1a,0x1d,0x0c,0xf5,0xb4,0x16,0xfc,0x0c,0x4d,0x0f,0x25,0x17,0xca,0xf3,0x69,0xea,0x23,0xf5,0xdb,0xe9,0x7c,0x06,0x3f,0x03, @@ -25192,20 +25473,42 @@ static const unsigned char layer_res4b_branch2a_convolution_filters_data[] = { 0x56,0x22,0xd8,0x16,0xec,0xfb,0x6f,0xf6,0x9b,0x1e,0x04,0x03,0x80,0x02,0x11,0xed,0x43,0xef,0xab,0x12,0x19,0xe7,0x4e,0x13,0x58,0x03,0x8a,0xee,0x75,0xe1,0x5f,0x0a, 0x7d,0x0c,0x93,0x02,0xf3,0xd5,0x79,0x06,0x47,0xef,0x13,0xfb,0x3a,0x06,0xdb,0xf7,0x2a,0xf8,0x19,0x23,0xa1,0xf1,0x1c,0x04,0xe4,0xf5,0x5a,0xf5,0xe1,0xf2,0x78,0xf5, 0x34,0x08,0xab,0xe1,0x80,0xef,0x80,0x19,0x49,0xeb,0x9f,0x00,0x07,0xf7,0xd1,0xfe,0xd3,0x0e,0x5f,0x0a,0xeb,0x11,0xf4,0xed,0x5f,0x0a,0x76,0xe3,0x77,0xfc,0x35,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res4b_branch2a_convolution_filters, 147456, layer_res4b_branch2a_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_res4b_branch2a_convolution_filters, 2, 3, 147456, layer_res4b_branch2a_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res4b_branch2a_convolution_requantize_data[] = { +0x4e,0x7d,0x0a,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res4b_branch2a_convolution_requantize, 4, 1, 4, layer_res4b_branch2a_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_res4b_branch2b_convolution_bias_data[] = { -0x53,0xf7,0x38,0xfb,0x38,0xed,0x96,0x07,0x8b,0xfc,0xd6,0xf9,0x90,0xf9,0x7d,0x05,0x86,0xf3,0xb5,0xf7,0x23,0xfa,0x8a,0x02,0x9d,0xf9,0x80,0xfd,0x63,0xf6,0x56,0x06, -0x1a,0xf2,0x1b,0x05,0x6a,0xe7,0x3c,0x0e,0x0a,0xf6,0xbe,0xfc,0xd2,0xf8,0x52,0x02,0x64,0xfa,0x10,0x04,0x5d,0x17,0xe5,0xfc,0x3e,0xf4,0xc8,0xe5,0xaa,0x0b,0x62,0xf5, -0x83,0xf6,0x61,0xe2,0x4e,0x0a,0x17,0xfe,0xb5,0xfb,0xc2,0x04,0x63,0xec,0x45,0xfd,0x2f,0x01,0x59,0x0c,0x1b,0xe7,0xaa,0xf0,0xf3,0xf1,0x4e,0xfc,0x76,0xfc,0x1d,0xf7, -0x9d,0xfd,0x57,0x02,0xbf,0xfa,0x83,0xfb,0x1a,0x02,0x1e,0xfd,0xa1,0x09,0xde,0xfc,0x69,0xf6,0x18,0xf9,0x9a,0xf7,0xce,0xff,0x49,0xf8,0xd4,0xfd,0xc1,0xff,0x80,0xf0, -0xbd,0xf1,0x50,0xeb,0x7d,0xfc,0xaa,0xfd,0x31,0xff,0xb0,0x01,0xcd,0x0b,0x18,0xf2,0x14,0x00,0x54,0x0e,0x90,0xed,0x1b,0xff,0x6f,0xfb,0xdf,0xf6,0xfe,0xf8,0xa8,0xf2, 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+0x64,0xfa,0xff,0xff,0x10,0x04,0x00,0x00,0x5d,0x17,0x00,0x00,0xe5,0xfc,0xff,0xff,0x3e,0xf4,0xff,0xff,0xc8,0xe5,0xff,0xff,0xaa,0x0b,0x00,0x00,0x62,0xf5,0xff,0xff, +0x83,0xf6,0xff,0xff,0x61,0xe2,0xff,0xff,0x4e,0x0a,0x00,0x00,0x17,0xfe,0xff,0xff,0xb5,0xfb,0xff,0xff,0xc2,0x04,0x00,0x00,0x63,0xec,0xff,0xff,0x45,0xfd,0xff,0xff, +0x2f,0x01,0x00,0x00,0x59,0x0c,0x00,0x00,0x1b,0xe7,0xff,0xff,0xaa,0xf0,0xff,0xff,0xf3,0xf1,0xff,0xff,0x4e,0xfc,0xff,0xff,0x76,0xfc,0xff,0xff,0x1d,0xf7,0xff,0xff, +0x9d,0xfd,0xff,0xff,0x57,0x02,0x00,0x00,0xbf,0xfa,0xff,0xff,0x83,0xfb,0xff,0xff,0x1a,0x02,0x00,0x00,0x1e,0xfd,0xff,0xff,0xa1,0x09,0x00,0x00,0xde,0xfc,0xff,0xff, +0x69,0xf6,0xff,0xff,0x18,0xf9,0xff,0xff,0x9a,0xf7,0xff,0xff,0xce,0xff,0xff,0xff,0x49,0xf8,0xff,0xff,0xd4,0xfd,0xff,0xff,0xc1,0xff,0xff,0xff,0x80,0xf0,0xff,0xff, +0xbd,0xf1,0xff,0xff,0x50,0xeb,0xff,0xff,0x7d,0xfc,0xff,0xff,0xaa,0xfd,0xff,0xff,0x31,0xff,0xff,0xff,0xb0,0x01,0x00,0x00,0xcd,0x0b,0x00,0x00,0x18,0xf2,0xff,0xff, +0x14,0x00,0x00,0x00,0x54,0x0e,0x00,0x00,0x90,0xed,0xff,0xff,0x1b,0xff,0xff,0xff,0x6f,0xfb,0xff,0xff,0xdf,0xf6,0xff,0xff,0xfe,0xf8,0xff,0xff,0xa8,0xf2,0xff,0xff, +0x8d,0x02,0x00,0x00,0xdb,0xe8,0xff,0xff,0x33,0x05,0x00,0x00,0x09,0xf7,0xff,0xff,0x54,0xfa,0xff,0xff,0xe7,0xf3,0xff,0xff,0x13,0x02,0x00,0x00,0x85,0xfb,0xff,0xff, +0x43,0xf5,0xff,0xff,0x44,0x01,0x00,0x00,0x13,0x04,0x00,0x00,0xb4,0xde,0xff,0xff,0xec,0xef,0xff,0xff,0x69,0xf7,0xff,0xff,0x47,0xed,0xff,0xff,0x3d,0xee,0xff,0xff, +0xa3,0xfd,0xff,0xff,0xd1,0x02,0x00,0x00,0x66,0xf1,0xff,0xff,0xe2,0xf6,0xff,0xff,0x5a,0xfe,0xff,0xff,0xc3,0xef,0xff,0xff,0xe0,0x0e,0x00,0x00,0x39,0x01,0x00,0x00, +0x4a,0xfc,0xff,0xff,0xfd,0xf4,0xff,0xff,0x40,0xfb,0xff,0xff,0x3e,0x0a,0x00,0x00,0xe0,0xec,0xff,0xff,0xcf,0x10,0x00,0x00,0xee,0xfe,0xff,0xff,0xdb,0xf5,0xff,0xff, +0x8e,0xfb,0xff,0xff,0x2b,0x0b,0x00,0x00,0x3a,0xf8,0xff,0xff,0x51,0xeb,0xff,0xff,0xdb,0xf7,0xff,0xff,0x84,0xf4,0xff,0xff,0xbc,0xff,0xff,0xff,0x4f,0xed,0xff,0xff, +0xf3,0xe6,0xff,0xff,0x02,0x01,0x00,0x00,0xeb,0xf9,0xff,0xff,0xa6,0xed,0xff,0xff,0xdc,0xf2,0xff,0xff,0x02,0x02,0x00,0x00,0x03,0xff,0xff,0xff,0x26,0xeb,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res4b_branch2b_convolution_bias, 256, layer_res4b_branch2b_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_res4b_branch2b_convolution_bias, 4, 4, 512, layer_res4b_branch2b_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_res4b_branch2b_convolution_filters_data[] = { 0x26,0xfa,0x14,0xdd,0xeb,0x04,0xeb,0x0c,0x1b,0x20,0xfa,0xe7,0x30,0x08,0xce,0xe0,0x08,0x07,0x9c,0x01,0x83,0xfc,0x8f,0xef,0x00,0x04,0x70,0x0e,0x45,0xde,0x8e,0xfb, @@ -29816,41 +30119,51 @@ static const unsigned char layer_res4b_branch2b_convolution_filters_data[] = { 0x46,0x08,0xed,0xe2,0x8b,0x04,0x6c,0xec,0x8e,0xfe,0xb0,0xfd,0xc6,0xf2,0xe3,0x2a,0x06,0xcb,0x03,0xd7,0x1d,0xef,0x74,0x1d,0xb4,0xfc,0xeb,0x0f,0x13,0xea,0x7b,0xf2, 0x4c,0xee,0xc7,0xde,0xe7,0xfa,0x6d,0x21,0x47,0x06,0x97,0x2d,0x19,0xfd,0x9c,0x1f,0x53,0xcb,0x84,0xf0,0xc9,0xf8,0xba,0x10,0x8b,0xf3,0x4b,0xf4,0x75,0x00,0xd2,0x23, 0xc5,0x1d,0x64,0xfa,0xc7,0xde,0xb1,0x0e,0xb4,0x19,0x2c,0xe8,0x32,0x2c,0x07,0xd5,0x66,0x14,0xdf,0x0c,0xdc,0xbb,0x96,0xf4,0x6d,0xee,0xb9,0x25,0x76,0xd7,0x33,0xf2, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_res4b_branch2b_convolution_filters, 147456, layer_res4b_branch2b_convolution_filters_data, 1.000000)DEFINE_CONVOLUTION_LAYER(conv1, 64, 5, 5, 3, 1, 2, 2, 1, 1, 2, 2, 2, 2, 0, 1, 27, 23, 16, 4, 32767, 0); -DEFINE_POOLING_LAYER(pool1, 0, 3, 3, 2, 2, 0, 0, 1, 0, 1, -32768, 0, 16, 4); -DEFINE_CONVOLUTION_LAYER(res2a_branch1, 64, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 17, 20, 16, 4, 32767, -32768); -DEFINE_CONVOLUTION_LAYER(res2a_branch2a, 32, 3, 3, 64, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 25, 22, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(res2a_branch2b, 64, 3, 3, 32, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 21, 21, 16, 4, 32767, -32768); +DEFINE_TENSOR(layer_res4b_branch2b_convolution_filters, 2, 3, 147456, layer_res4b_branch2b_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_res4b_branch2b_convolution_requantize_data[] = { +0xb0,0x32,0x01,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_res4b_branch2b_convolution_requantize, 4, 1, 4, layer_res4b_branch2b_convolution_requantize_data)DEFINE_CONVOLUTION_LAYER(conv1, 64, 5, 5, 3, 1, 2, 2, 1, 1, 2, 2, 2, 2, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_POOLING_LAYER(pool1, 0, 3, 3, 2, 2, 0, 0, 1, 0, 1, -32768, 0); +DEFINE_CONVOLUTION_LAYER(res2a_branch1, 64, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(res2a_branch2a, 32, 3, 3, 64, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(res2a_branch2b, 64, 3, 3, 32, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, -32768); DEFINE_BINARY_LAYER(res2a, 0, 0, 0.000000); DEFINE_ACTIVATION_LAYER(res2a_relu, 8, 0.000000); -DEFINE_CONVOLUTION_LAYER(res2b_branch2a, 32, 3, 3, 64, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 29, 22, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(res2b_branch2b, 64, 3, 3, 32, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 23, 21, 16, 4, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(res2b_branch2a, 32, 3, 3, 64, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(res2b_branch2b, 64, 3, 3, 32, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, -32768); DEFINE_BINARY_LAYER(res2b, 0, 0, 0.000000); DEFINE_ACTIVATION_LAYER(res2b_relu, 8, 0.000000); -DEFINE_CONVOLUTION_LAYER(res3a_branch1, 64, 1, 1, 64, 1, 2, 2, 1, 1, 0, 0, 0, 0, 0, 1, 25, 20, 16, 4, 32767, -32768); -DEFINE_CONVOLUTION_LAYER(res3a_branch2a, 32, 3, 3, 64, 1, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 20, 21, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(res3a_branch2b, 64, 3, 3, 32, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 21, 21, 16, 4, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(res3a_branch1, 64, 1, 1, 64, 1, 2, 2, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(res3a_branch2a, 32, 3, 3, 64, 1, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(res3a_branch2b, 64, 3, 3, 32, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, -32768); DEFINE_BINARY_LAYER(res3a, 0, 0, 0.000000); DEFINE_ACTIVATION_LAYER(res3a_relu, 8, 0.000000); -DEFINE_CONVOLUTION_LAYER(res3b_branch2a, 64, 3, 3, 64, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 21, 21, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(res3b_branch2b, 64, 3, 3, 64, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 21, 21, 16, 4, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(res3b_branch2a, 64, 3, 3, 64, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(res3b_branch2b, 64, 3, 3, 64, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, -32768); DEFINE_BINARY_LAYER(res3b, 0, 0, 0.000000); DEFINE_ACTIVATION_LAYER(res3b_relu, 8, 0.000000); -DEFINE_CONVOLUTION_LAYER(res4a_branch1, 128, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 28, 20, 16, 4, 32767, -32768); -DEFINE_CONVOLUTION_LAYER(res4a_branch2a, 64, 3, 3, 64, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 23, 21, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(res4a_branch2b, 128, 3, 3, 64, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 21, 21, 16, 4, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(res4a_branch1, 128, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(res4a_branch2a, 64, 3, 3, 64, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(res4a_branch2b, 128, 3, 3, 64, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, -32768); DEFINE_BINARY_LAYER(res4a, 0, 0, 0.000000); DEFINE_ACTIVATION_LAYER(res4a_relu, 8, 0.000000); -DEFINE_CONVOLUTION_LAYER(res4b_branch2a, 64, 3, 3, 128, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 17, 21, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(res4b_branch2b, 128, 3, 3, 64, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 16, 21, 16, 4, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(res4b_branch2a, 64, 3, 3, 128, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(res4b_branch2b, 128, 3, 3, 64, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, -32768); DEFINE_BINARY_LAYER(res4b, 0, 0, 0.000000); DEFINE_ACTIVATION_LAYER(res4b_relu, 8, 0.000000); -DEFINE_POOLING_LAYER(pool5_ave, 1, 1, 4, 1, 1, 0, 0, 0, 0, 0, 0, 0, 25, 4); +DEFINE_POOLING_LAYER(pool5_ave, 1, 1, 4, 1, 1, 0, 0, 0, 0, 0, 0, 0); DEFINE_PERMUTE_LAYER(pool5_ave_transpose, 7); DEFINE_RESHAPE_LAYER(_reshape_fc1x); DEFINE_PERMUTE_LAYER(_permute1_reshape_fc1x, 5); -DEFINE_CONVOLUTION_LAYER(fc1x, 79, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 16, 21, 16, 4, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(fc1x, 79, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); static blob_info_t network_blobs[] = { BLOB_INSTANCE(1, 1, 16, 128, 3, 1, 4997.920410), diff --git a/c-netend/examples/models/plate/lpr-opt.table b/c-netend/examples/models/plate/lpr-opt.table index 3d28014..ef32456 100644 --- a/c-netend/examples/models/plate/lpr-opt.table +++ b/c-netend/examples/models/plate/lpr-opt.table @@ -1,48 +1,48 @@ -data 236.599350 -conv1_relu 5172.210938 -pool1 5172.210938 -pool1_split_0 5172.210938 -pool1_split_1 5172.210938 -scale2a_branch1 6782.500488 -res2a_branch2a_relu 7316.992188 -scale2a_branch2b 6668.916992 -res2a 4036.156982 -res2a_relu 6191.116699 -res2a_relu_split_1 6191.116699 -res2a_relu_split_0 6191.116699 -res2b_branch2a_relu 7620.899902 -scale2b_branch2b 6803.983887 -res2b 4557.830078 -res2b_relu 4189.665039 -res2b_relu_split_0 4189.665039 -res2b_relu_split_1 4189.665039 -scale3a_branch1 7688.152832 -res3a_branch2a_relu 10134.512695 -scale3a_branch2b 8481.686523 -res3a 5508.704590 -res3a_relu 5791.742676 -res3a_relu_split_1 5791.742676 -res3a_relu_split_0 5791.742676 -res3b_branch2a_relu 9557.271484 -scale3b_branch2b 8473.093750 -res3b 4289.060059 -res3b_relu 4289.060059 -res3b_relu_split_0 4289.060059 -res3b_relu_split_1 4289.060059 -scale4a_branch1 8004.933105 -res4a_branch2a_relu 9388.579102 -scale4a_branch2b 7662.507324 -res4a 4672.019043 -res4a_relu 4406.143066 -res4a_relu_split_1 4406.143066 -res4a_relu_split_0 4406.143066 -res4b_branch2a_relu 8703.891602 -scale4b_branch2b 5409.225098 -res4b 3167.782471 -res4b_relu 3167.782471 -pool5_ave 4997.920410 -pool5_ave_transpose 4997.920410 -_reshape_fc1x 4997.920410 -_permute1_reshape_fc1x 4997.920410 -_permute2_reshape_fc1x 895.724487 -fc1x 895.724487 +data 138.491501 +conv1_relu 6.335202 +pool1 6.335202 +pool1_split_0 6.335202 +pool1_split_1 6.335202 +scale2a_branch1 4.831109 +res2a_branch2a_relu 4.478207 +scale2a_branch2b 4.913392 +res2a 8.118366 +res2a_relu 5.292582 +res2a_relu_split_1 5.292582 +res2a_relu_split_0 5.292582 +res2b_branch2a_relu 4.299624 +scale2b_branch2b 4.815856 +res2b 7.189167 +res2b_relu 7.820911 +res2b_relu_split_0 7.820911 +res2b_relu_split_1 7.820911 +scale3a_branch1 4.262011 +res3a_branch2a_relu 3.233209 +scale3a_branch2b 3.863266 +res3a 5.948223 +res3a_relu 5.657538 +res3a_relu_split_1 5.657538 +res3a_relu_split_0 5.657538 +res3b_branch2a_relu 3.428489 +scale3b_branch2b 3.867184 +res3b 7.639670 +res3b_relu 7.639670 +res3b_relu_split_0 7.639670 +res3b_relu_split_1 7.639670 +scale4a_branch1 4.093352 +res4a_branch2a_relu 3.490091 +scale4a_branch2b 4.276275 +res4a 7.013455 +res4a_relu 7.436662 +res4a_relu_split_1 7.436662 +res4a_relu_split_0 7.436662 +res4b_branch2a_relu 3.764638 +scale4b_branch2b 6.057614 +res4b 10.343828 +res4b_relu 10.343828 +pool5_ave 6.556126 +pool5_ave_transpose 6.556126 +_reshape_fc1x 6.556126 +_permute1_reshape_fc1x 6.556126 +_permute2_reshape_fc1x 36.581554 +fc1x 36.581554 diff --git a/c-netend/examples/models/plate/nn-case b/c-netend/examples/models/plate/nn-case index 9c556b4..22b80d1 100755 Binary files a/c-netend/examples/models/plate/nn-case and b/c-netend/examples/models/plate/nn-case differ diff --git a/c-netend/examples/models/plate/plate-opt.c b/c-netend/examples/models/plate/plate-opt.c index e6f49d7..2c7a5ee 100644 --- a/c-netend/examples/models/plate/plate-opt.c +++ b/c-netend/examples/models/plate/plate-opt.c @@ -6,9 +6,14 @@ __attribute__((aligned(4))) static const unsigned char layer_199_convolution_bias_data[] = { -0xd4,0x01,0xa2,0x09,0x78,0xfd,0xbf,0x0b,0x13,0x01,0x5a,0x02,0xf6,0x01,0x59,0xff,0xbd,0x0b,0x6b,0x0d,0x85,0x08,0x6e,0x11,0xea,0xf8,0x77,0x06,0x6a,0x0c,0x4f,0x03, +0x08,0x02,0x00,0x00,0xb8,0x0a,0x00,0x00,0x2f,0xfd,0xff,0xff,0x11,0x0d,0x00,0x00,0x32,0x01,0x00,0x00,0x9e,0x02,0x00,0x00,0x2e,0x02,0x00,0x00,0x46,0xff,0xff,0xff, +0x0e,0x0d,0x00,0x00,0xed,0x0e,0x00,0x00,0x7b,0x09,0x00,0x00,0x63,0x13,0x00,0x00,0x1e,0xf8,0xff,0xff,0x30,0x07,0x00,0x00,0xcf,0x0d,0x00,0x00,0xaf,0x03,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_199_convolution_bias, 32, layer_199_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_199_convolution_bias, 4, 4, 64, layer_199_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_199_convolution_filters_data[] = { 0x84,0x07,0x31,0xff,0xe7,0x07,0x82,0x03,0x91,0xfd,0x7f,0x04,0xea,0xf7,0x36,0x0b,0xf2,0xf8,0xf0,0xfe,0xf0,0xfa,0x78,0xfa,0x14,0x08,0xa4,0x0d,0x4c,0x0c,0x5c,0x0d, @@ -38,13 +43,28 @@ static const unsigned char layer_199_convolution_filters_data[] = { 0x5f,0xd9,0x89,0xe6,0x81,0x15,0x9b,0x02,0x65,0x14,0x73,0x19,0xe9,0xeb,0xd6,0xfb,0xec,0x15,0x22,0xdf,0x9c,0xe9,0x29,0x30,0xba,0x0b,0xc6,0x1f,0xc3,0x25,0x5d,0xf3, 0x39,0x12,0x44,0x13,0xa1,0xfc,0xa9,0x18,0xdd,0x41,0x59,0xff,0xe7,0xe7,0xb8,0x06,0x68,0xe6,0xce,0xe0,0x52,0xf1,0xc4,0x07,0x02,0xfb,0x06,0xfb,0xf2,0x01,0x19,0xef, 0x4a,0xfb,0xe4,0xee,0x55,0xec,0x87,0xeb,0xe0,0x0d,0xd7,0x04,0x92,0xf1,0x66,0x12,0xe5,0x05,0xca,0xfe,0xa9,0x04,0x66,0xeb,0x69,0x05,0x8f,0x01,0xb0,0x05,0x21,0xfe, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_199_convolution_filters, 864, layer_199_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_199_convolution_filters, 2, 3, 864, layer_199_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_199_convolution_requantize_data[] = { +0x99,0xd5,0xf5,0x36,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_199_convolution_requantize, 4, 1, 4, layer_199_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_202_convolution_bias_data[] = { -0x3b,0xf5,0x61,0x12,0xf6,0xf5,0xf5,0x06,0x47,0xfd,0xd5,0x08,0x33,0x1a,0x4c,0xf9,0x4d,0xff,0x68,0xfb,0x92,0x07,0xb8,0x0a,0x48,0x06,0xe0,0xfb,0x8f,0xf8,0x30,0x06, +0x2b,0xee,0xff,0xff,0x6f,0x1e,0x00,0x00,0x60,0xef,0xff,0xff,0x85,0x0b,0x00,0x00,0x7f,0xfb,0xff,0xff,0x9f,0x0e,0x00,0x00,0x61,0x2b,0x00,0x00,0xe6,0xf4,0xff,0xff, +0xd7,0xfe,0xff,0xff,0x66,0xf8,0xff,0xff,0x88,0x0c,0x00,0x00,0xbf,0x11,0x00,0x00,0x66,0x0a,0x00,0x00,0x2c,0xf9,0xff,0xff,0xae,0xf3,0xff,0xff,0x3f,0x0a,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_202_convolution_bias, 32, layer_202_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_202_convolution_bias, 4, 4, 64, layer_202_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_202_convolution_filters_data[] = { 0x72,0x03,0x59,0x08,0x73,0x02,0x56,0x04,0xea,0x07,0x53,0x10,0x62,0xfc,0x5a,0xf8,0x9d,0xfe,0xc8,0x04,0x33,0xf5,0x6b,0xfd,0x6f,0xeb,0x15,0x28,0x92,0x0b,0x3d,0xf5, @@ -56,14 +76,30 @@ static const unsigned char layer_202_convolution_filters_data[] = { 0x89,0x07,0xda,0x09,0xb9,0x03,0x86,0xaa,0xc7,0x17,0xea,0x12,0x01,0x80,0x82,0x66,0x18,0x51,0x8f,0xc0,0xbe,0x31,0xe3,0x0a,0xef,0x02,0x4e,0xf4,0xe8,0xf9,0x89,0xf6, 0xbc,0xed,0xb6,0xfd,0x96,0xfa,0xd8,0xf6,0xaf,0x07,0x77,0xf6,0x91,0xd3,0x04,0xf0,0xfb,0x0b,0x5d,0x13,0x31,0xfa,0x28,0x11,0x9f,0x22,0x84,0x0a,0x16,0x06,0x70,0x03, 0x3b,0x02,0x9f,0x03,0xea,0x06,0xde,0xfe,0xca,0x00,0x72,0x01,0xe8,0x07,0xe4,0x1a,0xac,0x1e,0x6a,0x0c,0xa6,0xdb,0x24,0x0c,0xb7,0x06,0x5d,0xb2,0xfd,0x16,0xca,0x02, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_202_convolution_filters, 288, layer_202_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_202_convolution_filters, 2, 3, 288, layer_202_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_202_convolution_requantize_data[] = { +0xde,0xbf,0x15,0x39,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_202_convolution_requantize, 4, 1, 4, layer_202_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_205_convolution_bias_data[] = { -0x19,0x18,0x42,0x0c,0x49,0xe6,0xe8,0x14,0x06,0xfd,0xc6,0x06,0xd1,0xf2,0x4f,0x1c,0xd1,0xea,0x2a,0x0e,0xf1,0x04,0x21,0x0d,0x7f,0xf3,0x22,0xf3,0x57,0xfa,0xc2,0x09, -0xb9,0x06,0x8b,0x04,0x4e,0xf5,0xa4,0x05,0xf5,0x00,0xf6,0xeb,0x59,0xe0,0x88,0x00,0x1d,0x08,0x3c,0x03,0xdc,0x0d,0xa2,0x0c,0x7d,0x05,0x7d,0x02,0x2d,0xfb,0x26,0xfe, +0xa0,0x1a,0x00,0x00,0x8b,0x0d,0x00,0x00,0x97,0xe3,0xff,0xff,0x19,0x17,0x00,0x00,0xb6,0xfc,0xff,0xff,0x7c,0x07,0x00,0x00,0x6f,0xf1,0xff,0xff,0x47,0x1f,0x00,0x00, +0x99,0xe8,0xff,0xff,0xa7,0x0f,0x00,0x00,0x76,0x05,0x00,0x00,0x82,0x0e,0x00,0x00,0x2f,0xf2,0xff,0xff,0xc8,0xf1,0xff,0xff,0xbf,0xf9,0xff,0xff,0xc8,0x0a,0x00,0x00, +0x6d,0x07,0x00,0x00,0x05,0x05,0x00,0x00,0x2f,0xf4,0xff,0xff,0x3b,0x06,0x00,0x00,0x0e,0x01,0x00,0x00,0xdd,0xe9,0xff,0xff,0x08,0xdd,0xff,0xff,0x97,0x00,0x00,0x00, +0xf7,0x08,0x00,0x00,0x92,0x03,0x00,0x00,0x50,0x0f,0x00,0x00,0xf5,0x0d,0x00,0x00,0x11,0x06,0x00,0x00,0xc0,0x02,0x00,0x00,0xab,0xfa,0xff,0xff,0xf4,0xfd,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_205_convolution_bias, 64, layer_205_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_205_convolution_bias, 4, 4, 128, layer_205_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_205_convolution_filters_data[] = { 0x9f,0x0a,0xb7,0xd3,0xc2,0xfe,0x24,0x04,0x3c,0x03,0xdf,0x04,0x18,0xe8,0x6b,0x0a,0x52,0xfa,0x90,0xfa,0x07,0x01,0x8d,0xe3,0xcb,0xfa,0x7c,0xfd,0x53,0xfe,0x8d,0x0b, @@ -98,14 +134,30 @@ static const unsigned char layer_205_convolution_filters_data[] = { 0xf1,0x04,0x75,0x02,0x19,0xfc,0xff,0x24,0xae,0xf3,0x07,0xfe,0xf4,0x04,0x3b,0xfc,0x71,0xfb,0x95,0x01,0x48,0xf0,0xb3,0xdf,0x84,0x04,0xbb,0x02,0xb6,0xf5,0x30,0x04, 0x2c,0x0a,0x8b,0xfe,0x70,0x02,0x17,0xff,0x03,0x00,0x92,0x01,0x67,0x00,0xe4,0xf7,0x43,0xfb,0xd2,0xe6,0xed,0x07,0x6e,0x28,0xfb,0xfe,0xa3,0xff,0x55,0x17,0xb8,0xf8, 0x2a,0x02,0xfe,0xfe,0x8c,0x00,0xd4,0xfc,0x4c,0x01,0x82,0x08,0xc6,0xff,0xfd,0xfc,0xe2,0x2f,0x54,0x00,0x79,0x02,0x08,0x04,0x14,0xfe,0x83,0x06,0xc2,0xfd,0x70,0x07, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_205_convolution_filters, 1024, layer_205_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_205_convolution_filters, 2, 3, 1024, layer_205_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_205_convolution_requantize_data[] = { +0xc9,0x33,0xfb,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_205_convolution_requantize, 4, 1, 4, layer_205_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_208_convolution_bias_data[] = { -0xe4,0xfe,0x3c,0xf9,0xee,0x05,0x3b,0xfa,0x86,0xfa,0xc2,0xff,0xba,0x05,0x18,0xfd,0x9f,0x04,0xae,0x09,0xd5,0xfc,0x4e,0xfd,0xb5,0xff,0xe1,0xff,0x9b,0x04,0x71,0x01, -0x39,0x03,0xc6,0x06,0x46,0xfb,0x81,0xff,0x89,0xff,0x1e,0x00,0xbe,0x08,0x34,0xfd,0xd3,0xfa,0x5c,0xfe,0xd1,0x00,0xcb,0xfc,0xa7,0xf8,0xbe,0xf8,0x3a,0x02,0xc4,0x00, +0xde,0xfe,0xff,0xff,0x14,0xf9,0xff,0xff,0x12,0x06,0x00,0x00,0x18,0xfa,0xff,0xff,0x65,0xfa,0xff,0xff,0xc1,0xff,0xff,0xff,0xdc,0x05,0x00,0x00,0x07,0xfd,0xff,0xff, +0xbb,0x04,0x00,0x00,0xe7,0x09,0x00,0x00,0xc2,0xfc,0xff,0xff,0x3e,0xfd,0xff,0xff,0xb4,0xff,0xff,0xff,0xe0,0xff,0xff,0xff,0xb7,0x04,0x00,0x00,0x7a,0x01,0x00,0x00, +0x4c,0x03,0x00,0x00,0xef,0x06,0x00,0x00,0x2a,0xfb,0xff,0xff,0x7e,0xff,0xff,0xff,0x86,0xff,0xff,0xff,0x1f,0x00,0x00,0x00,0xf2,0x08,0x00,0x00,0x23,0xfd,0xff,0xff, +0xb4,0xfa,0xff,0xff,0x52,0xfe,0xff,0xff,0xd6,0x00,0x00,0x00,0xb8,0xfc,0xff,0xff,0x7b,0xf8,0xff,0xff,0x92,0xf8,0xff,0xff,0x47,0x02,0x00,0x00,0xc9,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_208_convolution_bias, 64, layer_208_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_208_convolution_bias, 4, 4, 128, layer_208_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_208_convolution_filters_data[] = { 0x8a,0x01,0xd6,0x0e,0x7b,0xed,0xc5,0xe6,0x4e,0x50,0x59,0xcf,0xbf,0xe1,0x35,0x2e,0xd0,0xfa,0xf3,0x11,0xf0,0x18,0xff,0xfe,0x95,0x0d,0xe9,0x3c,0x7c,0xf9,0x4f,0x04, @@ -126,14 +178,30 @@ static const unsigned char layer_208_convolution_filters_data[] = { 0xa5,0x11,0x57,0x35,0xe3,0x2d,0x04,0xb9,0x6b,0x19,0x0e,0x63,0x29,0xf3,0x00,0x74,0x89,0xdf,0x94,0x46,0x12,0xdc,0x63,0x94,0x1e,0x0a,0xc6,0x14,0x58,0x04,0xda,0x15, 0x4d,0x0c,0x59,0x19,0x56,0xfd,0x4d,0x0f,0x31,0x11,0xc5,0x19,0x8c,0x08,0x45,0x02,0xdd,0x1b,0x70,0x20,0xba,0x13,0x99,0x05,0x0a,0x19,0xb8,0x0e,0x2f,0xf5,0xec,0xc1, 0xd4,0xd6,0xd6,0xf1,0xa3,0x23,0x3b,0x20,0xdf,0xd2,0x7e,0x3d,0x3d,0x28,0x7b,0x02,0xb0,0x11,0x09,0x0e,0xfd,0x08,0x34,0x20,0x0e,0x19,0x3f,0x05,0xa2,0x0e,0x07,0x0b, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_208_convolution_filters, 576, layer_208_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_208_convolution_filters, 2, 3, 576, layer_208_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_208_convolution_requantize_data[] = { +0x44,0x5a,0x8e,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_208_convolution_requantize, 4, 1, 4, layer_208_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_211_convolution_bias_data[] = { -0xa5,0xff,0x16,0x08,0x9d,0x09,0x17,0xf1,0x06,0xfa,0x7c,0x03,0xb3,0x0c,0xed,0xf5,0x34,0x04,0x43,0xff,0x39,0xfb,0xec,0x08,0x14,0x00,0x5b,0x01,0x74,0x05,0xad,0xfc, -0x87,0x04,0xd0,0x03,0xb7,0x03,0x85,0xff,0x59,0x0a,0x77,0x06,0x55,0x0b,0xf4,0x08,0xb8,0x01,0xf3,0x02,0x9e,0x05,0x2d,0x0f,0xcc,0x06,0x6f,0x02,0x3b,0x04,0x28,0x08, +0xa5,0xff,0xff,0xff,0x1a,0x08,0x00,0x00,0xa2,0x09,0x00,0x00,0x0f,0xf1,0xff,0xff,0x03,0xfa,0xff,0xff,0x7e,0x03,0x00,0x00,0xb9,0x0c,0x00,0x00,0xe7,0xf5,0xff,0xff, +0x36,0x04,0x00,0x00,0x43,0xff,0xff,0xff,0x37,0xfb,0xff,0xff,0xf0,0x08,0x00,0x00,0x14,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x77,0x05,0x00,0x00,0xac,0xfc,0xff,0xff, +0x89,0x04,0x00,0x00,0xd2,0x03,0x00,0x00,0xb9,0x03,0x00,0x00,0x85,0xff,0xff,0xff,0x5e,0x0a,0x00,0x00,0x7a,0x06,0x00,0x00,0x5b,0x0b,0x00,0x00,0xf9,0x08,0x00,0x00, +0xb9,0x01,0x00,0x00,0xf4,0x02,0x00,0x00,0xa1,0x05,0x00,0x00,0x35,0x0f,0x00,0x00,0xd0,0x06,0x00,0x00,0x70,0x02,0x00,0x00,0x3d,0x04,0x00,0x00,0x2d,0x08,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_211_convolution_bias, 64, layer_211_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_211_convolution_bias, 4, 4, 128, layer_211_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_211_convolution_filters_data[] = { 0x2c,0xec,0x46,0x05,0xa0,0xf3,0x97,0x0a,0xe4,0x01,0x31,0x0c,0x01,0xef,0x33,0xea,0xfd,0xf5,0xfd,0x1d,0xb9,0xfd,0xff,0x7f,0xa9,0xef,0x13,0xcc,0x6a,0xf4,0xca,0xf6, @@ -200,14 +268,30 @@ static const unsigned char layer_211_convolution_filters_data[] = { 0xea,0xfc,0x89,0xe3,0x6d,0x21,0x74,0xf2,0x15,0x34,0x41,0xe6,0xea,0xd2,0xf6,0x01,0xca,0x02,0xeb,0x35,0xd9,0x23,0x86,0x0c,0x9c,0xf4,0x7f,0xce,0x04,0xf7,0x9f,0xf1, 0xa6,0x06,0x76,0x17,0xb1,0xfe,0x88,0x07,0x23,0xeb,0xbf,0x0c,0x6c,0x0a,0x0a,0xfd,0x21,0x03,0xf6,0xf6,0xd0,0xbd,0xfa,0x0b,0x6e,0x10,0xd5,0xc8,0x22,0xf9,0xb7,0xd8, 0x68,0x16,0x55,0xe6,0x04,0x21,0x6b,0xee,0x2b,0xfc,0x4a,0xe7,0xc9,0x0f,0xf0,0x1a,0xbf,0xe5,0x7e,0x11,0x06,0xf4,0x84,0x08,0x7f,0x10,0xae,0x02,0x6e,0xf0,0xeb,0xd0, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_211_convolution_filters, 2048, layer_211_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_211_convolution_filters, 2, 3, 2048, layer_211_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_211_convolution_requantize_data[] = { +0x9c,0xb0,0x06,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_211_convolution_requantize, 4, 1, 4, layer_211_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_214_convolution_bias_data[] = { -0x3e,0xff,0x75,0xfe,0x08,0xfb,0xfa,0x05,0x4e,0x00,0xa6,0x00,0x6c,0x06,0xdf,0xfd,0x6e,0x03,0xfa,0xfb,0x01,0xff,0xd1,0xfd,0x53,0x05,0xc3,0x00,0xb6,0x02,0xee,0x07, -0x22,0x05,0xea,0x08,0x76,0x0a,0xbd,0xfd,0x85,0xfc,0xe0,0xf7,0xc0,0x00,0x6d,0xf7,0xb7,0xfe,0xc9,0xfe,0xdd,0xfa,0x9c,0xfd,0x82,0x03,0xc4,0x03,0xde,0xff,0x2a,0xfd, +0x3e,0xff,0xff,0xff,0x75,0xfe,0xff,0xff,0x08,0xfb,0xff,0xff,0xfa,0x05,0x00,0x00,0x4e,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,0x6c,0x06,0x00,0x00,0xdf,0xfd,0xff,0xff, +0x6e,0x03,0x00,0x00,0xfa,0xfb,0xff,0xff,0x01,0xff,0xff,0xff,0xd1,0xfd,0xff,0xff,0x53,0x05,0x00,0x00,0xc3,0x00,0x00,0x00,0xb6,0x02,0x00,0x00,0xee,0x07,0x00,0x00, +0x22,0x05,0x00,0x00,0xea,0x08,0x00,0x00,0x76,0x0a,0x00,0x00,0xbd,0xfd,0xff,0xff,0x85,0xfc,0xff,0xff,0xe0,0xf7,0xff,0xff,0xc0,0x00,0x00,0x00,0x6d,0xf7,0xff,0xff, +0xb7,0xfe,0xff,0xff,0xc9,0xfe,0xff,0xff,0xdd,0xfa,0xff,0xff,0x9c,0xfd,0xff,0xff,0x82,0x03,0x00,0x00,0xc4,0x03,0x00,0x00,0xde,0xff,0xff,0xff,0x2a,0xfd,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_214_convolution_bias, 64, layer_214_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_214_convolution_bias, 4, 4, 128, layer_214_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_214_convolution_filters_data[] = { 0xdc,0xed,0x9e,0xff,0xd8,0xeb,0x4d,0x20,0x72,0x6f,0x1e,0x0f,0xff,0xfd,0x7e,0x8b,0xc5,0x02,0x45,0x1c,0x9b,0xa2,0x15,0x36,0x23,0x26,0x16,0xf2,0x77,0x1f,0x10,0x11, @@ -228,14 +312,30 @@ static const unsigned char layer_214_convolution_filters_data[] = { 0x66,0x1a,0xb4,0x19,0x99,0xe8,0x39,0xef,0x1d,0xdb,0x9c,0x5c,0x55,0xd8,0x19,0xca,0xbd,0x68,0x00,0xe1,0xf2,0xfb,0x3c,0x1e,0x60,0x30,0xea,0x1c,0xf0,0xba,0xd9,0x45, 0x43,0x35,0x01,0x80,0xd7,0x2f,0x5e,0xe9,0x3c,0xaf,0xf4,0x00,0xd4,0xf7,0xec,0xff,0x9a,0xa7,0xb7,0xc1,0xaa,0xb0,0x15,0x34,0xdd,0x39,0x5e,0x36,0xb8,0x07,0xb0,0x01, 0x51,0x0b,0x94,0x10,0xa3,0x13,0xe8,0x06,0x9b,0x10,0x6d,0x13,0xa4,0x03,0xdf,0x12,0x1d,0x18,0x18,0xec,0x3b,0x20,0x9d,0x58,0xe6,0x9d,0x3e,0x27,0x38,0x3a,0x09,0xa4, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_214_convolution_filters, 576, layer_214_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_214_convolution_filters, 2, 3, 576, layer_214_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_214_convolution_requantize_data[] = { +0xf2,0x95,0x1d,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_214_convolution_requantize, 4, 1, 4, layer_214_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_217_convolution_bias_data[] = { -0xea,0xff,0x46,0x06,0xfe,0x03,0x9f,0x00,0xb3,0xfe,0x5b,0x00,0x58,0xf9,0xf6,0xfb,0xec,0x03,0x7b,0xfb,0x62,0x02,0xb8,0xf5,0xa8,0x00,0xb6,0x05,0x0e,0x0b,0xf2,0x04, -0x4a,0x04,0xff,0x09,0x95,0x02,0xdd,0xfe,0x38,0xff,0x63,0xff,0xd7,0x03,0x6c,0xfb,0x32,0xf9,0x5d,0xf8,0x14,0xfc,0x0a,0x08,0xa0,0xfd,0x3d,0xfc,0xae,0xfa,0x64,0xec, +0xea,0xff,0xff,0xff,0x43,0x06,0x00,0x00,0xfc,0x03,0x00,0x00,0x9f,0x00,0x00,0x00,0xb4,0xfe,0xff,0xff,0x5b,0x00,0x00,0x00,0x5c,0xf9,0xff,0xff,0xf8,0xfb,0xff,0xff, +0xea,0x03,0x00,0x00,0x7d,0xfb,0xff,0xff,0x61,0x02,0x00,0x00,0xbd,0xf5,0xff,0xff,0xa8,0x00,0x00,0x00,0xb3,0x05,0x00,0x00,0x09,0x0b,0x00,0x00,0xf0,0x04,0x00,0x00, +0x48,0x04,0x00,0x00,0xfa,0x09,0x00,0x00,0x94,0x02,0x00,0x00,0xdd,0xfe,0xff,0xff,0x38,0xff,0xff,0xff,0x63,0xff,0xff,0xff,0xd5,0x03,0x00,0x00,0x6e,0xfb,0xff,0xff, +0x35,0xf9,0xff,0xff,0x61,0xf8,0xff,0xff,0x16,0xfc,0xff,0xff,0x06,0x08,0x00,0x00,0xa1,0xfd,0xff,0xff,0x3f,0xfc,0xff,0xff,0xb1,0xfa,0xff,0xff,0x6e,0xec,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_217_convolution_bias, 64, layer_217_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_217_convolution_bias, 4, 4, 128, layer_217_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_217_convolution_filters_data[] = { 0xbf,0xec,0x49,0x0b,0x1e,0x01,0xec,0x19,0x80,0xec,0x0e,0x1c,0x7f,0x27,0x76,0xe4,0xf1,0xc2,0x17,0x0a,0xa5,0x05,0x1e,0x1e,0x9e,0x09,0xab,0xd1,0x45,0x23,0x80,0xd5, @@ -302,14 +402,30 @@ static const unsigned char layer_217_convolution_filters_data[] = { 0x3d,0xf2,0x2e,0xdb,0xf7,0x02,0xb6,0x0e,0x48,0x37,0x80,0x2a,0xe6,0xd1,0x17,0x18,0x18,0xe6,0xe9,0x06,0x6c,0xf6,0xe2,0x18,0x74,0x05,0xa1,0xe9,0xfc,0x24,0xad,0xfd, 0x7e,0x0a,0x01,0x23,0x31,0x2f,0x1d,0x12,0xf7,0xd1,0x54,0x09,0x24,0x1f,0xdf,0x0a,0x7a,0x1b,0x8f,0xfc,0x3c,0x01,0xe6,0x31,0xbb,0x23,0x81,0x18,0x1f,0xd3,0x3c,0xe7, 0x1b,0x09,0xd8,0xf6,0xb5,0x50,0x66,0x0e,0xea,0x0a,0x82,0x29,0x39,0xf1,0xc3,0x23,0xf6,0x23,0x53,0x24,0x40,0xfb,0x0c,0x1b,0xf3,0x03,0xd8,0x05,0x53,0x2b,0x44,0xf8, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_217_convolution_filters, 2048, layer_217_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_217_convolution_filters, 2, 3, 2048, layer_217_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_217_convolution_requantize_data[] = { +0x10,0xd7,0x36,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_217_convolution_requantize, 4, 1, 4, layer_217_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_220_convolution_bias_data[] = { -0xd2,0xff,0x8d,0xf5,0x9d,0x07,0xd1,0xfd,0x30,0x00,0x38,0xff,0x8e,0x00,0xf0,0x00,0xcf,0xfa,0x76,0xfd,0x2e,0xf9,0xe3,0xff,0x42,0x00,0xe5,0x02,0xe2,0x07,0x80,0xfa, -0x26,0x00,0xda,0xf9,0x31,0x0a,0x53,0x12,0x00,0x06,0x2c,0xfd,0xa0,0x04,0xed,0x0c,0x8f,0xf9,0x32,0xfb,0x0f,0xff,0x53,0xff,0xe4,0xff,0xfb,0x04,0x6b,0x07,0xd3,0xfb, +0xd2,0xff,0xff,0xff,0x97,0xf5,0xff,0xff,0x96,0x07,0x00,0x00,0xd4,0xfd,0xff,0xff,0x30,0x00,0x00,0x00,0x38,0xff,0xff,0xff,0x8e,0x00,0x00,0x00,0xef,0x00,0x00,0x00, +0xd5,0xfa,0xff,0xff,0x79,0xfd,0xff,0xff,0x35,0xf9,0xff,0xff,0xe3,0xff,0xff,0xff,0x42,0x00,0x00,0x00,0xe2,0x02,0x00,0x00,0xda,0x07,0x00,0x00,0x86,0xfa,0xff,0xff, +0x26,0x00,0x00,0x00,0xe0,0xf9,0xff,0xff,0x27,0x0a,0x00,0x00,0x40,0x12,0x00,0x00,0xfa,0x05,0x00,0x00,0x2f,0xfd,0xff,0xff,0x9c,0x04,0x00,0x00,0xe0,0x0c,0x00,0x00, +0x95,0xf9,0xff,0xff,0x37,0xfb,0xff,0xff,0x10,0xff,0xff,0xff,0x54,0xff,0xff,0xff,0xe5,0xff,0xff,0xff,0xf6,0x04,0x00,0x00,0x63,0x07,0x00,0x00,0xd7,0xfb,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_220_convolution_bias, 64, layer_220_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_220_convolution_bias, 4, 4, 128, layer_220_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_220_convolution_filters_data[] = { 0xdb,0x23,0xba,0x2b,0x80,0x0c,0x28,0x1f,0x31,0x3b,0x7d,0x23,0x88,0x00,0x2c,0x0c,0x5d,0x0f,0x99,0x59,0x3c,0x68,0xce,0xe8,0x9d,0xe0,0xff,0x7f,0xb9,0x0e,0x65,0x60, @@ -330,16 +446,34 @@ static const unsigned char layer_220_convolution_filters_data[] = { 0xff,0x16,0xb3,0x37,0xa0,0x1a,0xb6,0x1b,0x29,0x15,0x5b,0xff,0x07,0x3a,0x92,0x1f,0xa9,0xf6,0x69,0x27,0x97,0x03,0x2c,0xdc,0x82,0xec,0xf0,0xb0,0xc1,0xb6,0xb8,0x10, 0x38,0x07,0x5e,0xfd,0xa0,0x2d,0x5b,0x5f,0x53,0x39,0xe8,0xd0,0x7b,0xef,0xdd,0x05,0x81,0xc1,0x2f,0x1d,0x74,0x1e,0x94,0xce,0xe8,0xe3,0xa9,0x0b,0xd6,0xdb,0xe0,0xd3, 0xd3,0xd4,0x77,0x05,0xef,0xed,0xd9,0x0a,0x18,0xe9,0x8f,0x03,0x98,0xe7,0x47,0x0c,0x6b,0x1f,0x9c,0x0f,0xbe,0x1e,0xbe,0x3b,0x49,0x21,0x32,0x14,0x2b,0x1d,0xa3,0x14, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_220_convolution_filters, 576, layer_220_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_220_convolution_filters, 2, 3, 576, layer_220_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_220_convolution_requantize_data[] = { +0xc8,0xca,0xef,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_220_convolution_requantize, 4, 1, 4, layer_220_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_223_convolution_bias_data[] = { -0x6d,0xfe,0x72,0xfe,0xb7,0xfc,0xe6,0xfc,0x28,0xfe,0xec,0xf9,0xc0,0x01,0x76,0x03,0x4f,0x04,0x7f,0x0b,0xf3,0xfc,0xd2,0x09,0x28,0xf0,0x5a,0x08,0x94,0xfe,0xea,0x08, -0x40,0x05,0x77,0x09,0x79,0xf6,0xd6,0xfd,0xf3,0x00,0x90,0xff,0x8a,0x09,0xa7,0x0a,0x58,0x0d,0x5e,0x10,0x8b,0xfb,0x66,0x05,0x78,0xff,0x9a,0xfb,0x7b,0xfc,0x33,0x01, -0xfb,0x0a,0x8f,0xfd,0x71,0x01,0xec,0xfa,0x73,0x01,0x60,0x0d,0xfa,0x12,0xca,0x0a,0x1a,0xfe,0x6a,0xf7,0x41,0x00,0x20,0x09,0x56,0xfe,0x4c,0x0d,0x55,0x0f,0xa4,0xfa, -0xcf,0xfb,0x98,0xfe,0xc7,0x05,0x33,0x0c,0x0b,0x0e,0x2a,0xfa,0x3d,0x03,0xee,0x0f,0x5e,0x0b,0x5a,0x0f,0x71,0x01,0x38,0xfd,0x9f,0xf9,0x3c,0xfc,0xb7,0x00,0x9f,0x09, +0x64,0xfe,0xff,0xff,0x69,0xfe,0xff,0xff,0xa3,0xfc,0xff,0xff,0xd3,0xfc,0xff,0xff,0x1d,0xfe,0xff,0xff,0xc8,0xf9,0xff,0xff,0xca,0x01,0x00,0x00,0x8b,0x03,0x00,0x00, +0x68,0x04,0x00,0x00,0xc3,0x0b,0x00,0x00,0xe1,0xfc,0xff,0xff,0x0c,0x0a,0x00,0x00,0xca,0xef,0xff,0xff,0x8c,0x08,0x00,0x00,0x8b,0xfe,0xff,0xff,0x1f,0x09,0x00,0x00, +0x5f,0x05,0x00,0x00,0xaf,0x09,0x00,0x00,0x40,0xf6,0xff,0xff,0xc9,0xfd,0xff,0xff,0xf9,0x00,0x00,0x00,0x8e,0xff,0xff,0xff,0xc3,0x09,0x00,0x00,0xe6,0x0a,0x00,0x00, +0xa7,0x0d,0x00,0x00,0xc0,0x10,0x00,0x00,0x70,0xfb,0xff,0xff,0x86,0x05,0x00,0x00,0x75,0xff,0xff,0xff,0x80,0xfb,0xff,0xff,0x66,0xfc,0xff,0xff,0x3a,0x01,0x00,0x00, +0x3d,0x0b,0x00,0x00,0x80,0xfd,0xff,0xff,0x79,0x01,0x00,0x00,0xcd,0xfa,0xff,0xff,0x7c,0x01,0x00,0x00,0xb0,0x0d,0x00,0x00,0x6b,0x13,0x00,0x00,0x0a,0x0b,0x00,0x00, +0x0f,0xfe,0xff,0xff,0x36,0xf7,0xff,0xff,0x42,0x00,0x00,0x00,0x56,0x09,0x00,0x00,0x4c,0xfe,0xff,0xff,0x9b,0x0d,0x00,0x00,0xb0,0x0f,0x00,0x00,0x84,0xfa,0xff,0xff, +0xb6,0xfb,0xff,0xff,0x90,0xfe,0xff,0xff,0xea,0x05,0x00,0x00,0x7c,0x0c,0x00,0x00,0x5e,0x0e,0x00,0x00,0x07,0xfa,0xff,0xff,0x50,0x03,0x00,0x00,0x4c,0x10,0x00,0x00, +0xa1,0x0b,0x00,0x00,0xb5,0x0f,0x00,0x00,0x7a,0x01,0x00,0x00,0x27,0xfd,0xff,0xff,0x79,0xf9,0xff,0xff,0x26,0xfc,0xff,0xff,0xbb,0x00,0x00,0x00,0xd8,0x09,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_223_convolution_bias, 128, layer_223_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_223_convolution_bias, 4, 4, 256, layer_223_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_223_convolution_filters_data[] = { 0x78,0x05,0x71,0xfa,0x6c,0x18,0xe2,0xfe,0x49,0x17,0x89,0xfb,0x23,0x0d,0x41,0x0b,0x67,0xf2,0x56,0x26,0x87,0xe6,0x74,0xfa,0x99,0x15,0x6b,0x26,0xec,0xfd,0x1b,0x18, @@ -470,16 +604,34 @@ static const unsigned char layer_223_convolution_filters_data[] = { 0xc7,0x3e,0x86,0x24,0xca,0x0f,0x9d,0xdc,0x46,0xeb,0x97,0x28,0x6e,0x1f,0x59,0xb9,0x05,0x56,0x97,0x0c,0x40,0xff,0xdb,0xd7,0x1e,0x0d,0x3b,0xef,0x77,0xda,0x3b,0x11, 0xe3,0x9c,0x4e,0xd5,0x7a,0x02,0xfb,0x0c,0x20,0x3c,0x9f,0x3b,0xdd,0x0d,0x66,0x1c,0x00,0xeb,0x71,0xeb,0xba,0xc5,0x27,0x01,0x59,0xe5,0x12,0xfb,0x03,0xf9,0x01,0xfe, 0x6b,0x48,0xf0,0xd9,0x7f,0xe3,0x26,0xde,0x3b,0x24,0x25,0x1e,0x59,0xe1,0x7f,0xf4,0xa0,0xf8,0x5a,0xf9,0x42,0xf9,0x4e,0xf1,0x41,0xe6,0xaa,0x11,0xc5,0xd9,0x80,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_223_convolution_filters, 4096, layer_223_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_223_convolution_filters, 2, 3, 4096, layer_223_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_223_convolution_requantize_data[] = { +0xb3,0x09,0xed,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_223_convolution_requantize, 4, 1, 4, layer_223_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_226_convolution_bias_data[] = { -0x57,0x02,0x4e,0x06,0x96,0x04,0x44,0x09,0x9f,0xfd,0xd5,0xfe,0x7e,0x07,0x3d,0x06,0x07,0xf5,0x1a,0x00,0x54,0x02,0xd8,0x01,0x7a,0x03,0xcd,0xff,0x05,0x01,0xe3,0xfe, -0x6b,0xfb,0xf3,0x0b,0x08,0x04,0xde,0xfc,0x54,0xff,0xe7,0xfc,0x70,0xfa,0x04,0xfb,0x73,0xf4,0xfc,0xfe,0x88,0x06,0x71,0xfe,0x3c,0xfd,0xf9,0x04,0x46,0x03,0x9b,0xf9, -0x64,0x04,0xd0,0x00,0xa0,0xfe,0xbb,0xff,0x63,0xfb,0xd1,0xf6,0xb4,0xf8,0x33,0xfa,0xd5,0x00,0x7d,0xfc,0x26,0xfe,0x7a,0x0e,0xd2,0xfd,0xee,0xf7,0x5e,0xfc,0xb5,0xff, 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+0xf5,0x00,0x00,0x00,0xf4,0xfb,0xff,0xff,0xde,0xfd,0xff,0xff,0xae,0x10,0x00,0x00,0x7e,0xfd,0xff,0xff,0xb3,0xf6,0xff,0xff,0xd1,0xfb,0xff,0xff,0xa9,0xff,0xff,0xff, +0x4c,0x02,0x00,0x00,0xf0,0x02,0x00,0x00,0x70,0x04,0x00,0x00,0xd6,0x01,0x00,0x00,0xef,0xfa,0xff,0xff,0x2f,0xff,0xff,0xff,0x3c,0xfe,0xff,0xff,0xa2,0x06,0x00,0x00, +0xd7,0x11,0x00,0x00,0xae,0xff,0xff,0xff,0x33,0xfb,0xff,0xff,0x34,0xfc,0xff,0xff,0xef,0x09,0x00,0x00,0x8c,0x05,0x00,0x00,0x7b,0xff,0xff,0xff,0xdd,0xf6,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_226_convolution_bias, 128, layer_226_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_226_convolution_bias, 4, 4, 256, layer_226_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_226_convolution_filters_data[] = { 0x5f,0xeb,0xbb,0xd2,0x38,0xd2,0x9b,0xf3,0xc1,0x26,0x72,0xeb,0xc2,0x19,0xbf,0x18,0x60,0x23,0xb8,0x03,0x6d,0xd9,0x49,0xf9,0x96,0x1d,0x8b,0xe3,0x35,0xdb,0xf0,0x2c, @@ -518,16 +670,34 @@ static const unsigned char layer_226_convolution_filters_data[] = { 0x9f,0xf3,0x03,0xfd,0xb9,0xf0,0xc1,0x0d,0x6b,0x02,0x0a,0xf9,0x64,0x06,0x64,0x20,0x9b,0x19,0xe2,0x00,0x80,0x0f,0xd7,0xf4,0xce,0xe9,0xd9,0xf6,0xb8,0xfd,0xaf,0xf4, 0xbb,0xe5,0x25,0x02,0xb9,0xff,0x02,0xfd,0x7f,0xe4,0x73,0xe7,0x1c,0x3c,0xa1,0x1a,0xd1,0xe0,0x19,0x0d,0x6d,0xf7,0x54,0xdb,0x7c,0xe0,0x42,0xdd,0x58,0x0c,0x76,0xde, 0xf4,0x1c,0xf4,0x09,0xa9,0xe1,0x53,0x21,0x54,0x0c,0x6c,0xcd,0xce,0x0f,0x1e,0x2d,0x14,0xe9,0x44,0x06,0xf8,0x2c,0xf4,0xfe,0xa0,0x1e,0xa3,0x03,0x78,0x23,0x39,0xfa, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_226_convolution_filters, 1152, layer_226_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_226_convolution_filters, 2, 3, 1152, layer_226_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_226_convolution_requantize_data[] = { +0x0f,0x0a,0x82,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_226_convolution_requantize, 4, 1, 4, layer_226_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_229_convolution_bias_data[] = { -0xe6,0xfe,0x64,0x0a,0x02,0x05,0xc1,0x00,0x29,0x03,0x5b,0xfa,0x4c,0xfa,0x03,0x05,0xbc,0x05,0xf0,0x08,0xe8,0x05,0x9b,0xf7,0x4b,0x07,0x11,0xf9,0x8d,0x05,0xed,0x10, -0xec,0xf7,0xdc,0xfa,0x03,0x03,0x79,0xf3,0x7a,0xf9,0xfa,0x00,0xaa,0x0b,0x99,0x02,0xe0,0x07,0x9a,0xfc,0x5b,0xfe,0xff,0xf9,0x40,0x01,0x7e,0x07,0x8d,0x08,0x31,0x02, -0x20,0x09,0x47,0xf6,0x6e,0x05,0xf5,0x0b,0xb9,0x09,0x63,0x00,0x24,0x02,0xec,0x11,0x67,0xfa,0xc5,0x0b,0x0a,0x01,0xb5,0xfc,0xea,0x0a,0xa0,0x0c,0x01,0xfe,0xde,0x0c, -0x17,0x06,0xaf,0xf1,0xe6,0x01,0xd3,0x02,0xf1,0xf6,0xd1,0x08,0x83,0xfc,0x10,0x04,0x24,0x04,0x29,0xfd,0xba,0x0b,0x64,0xfc,0x8a,0x06,0x9a,0x04,0x08,0x04,0xd1,0x01, +0xeb,0xfe,0xff,0xff,0x3a,0x0a,0x00,0x00,0xed,0x04,0x00,0x00,0xbe,0x00,0x00,0x00,0x1c,0x03,0x00,0x00,0x72,0xfa,0xff,0xff,0x63,0xfa,0xff,0xff,0xef,0x04,0x00,0x00, +0xa4,0x05,0x00,0x00,0xcb,0x08,0x00,0x00,0xcf,0x05,0x00,0x00,0xbd,0xf7,0xff,0xff,0x2d,0x07,0x00,0x00,0x2e,0xf9,0xff,0xff,0x76,0x05,0x00,0x00,0xa7,0x10,0x00,0x00, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_229_convolution_bias, 128, layer_229_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_229_convolution_bias, 4, 4, 256, layer_229_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_229_convolution_filters_data[] = { 0xc3,0x0e,0x8d,0xfd,0x2a,0xc6,0x2a,0x06,0xfd,0x10,0xbc,0xd9,0x5f,0xf4,0xd7,0x30,0xe2,0x10,0x8c,0x17,0xd4,0x25,0x6d,0xd5,0xaf,0xfb,0x50,0xf3,0x69,0xea,0x0a,0xe7, @@ -786,16 +956,34 @@ static const unsigned char layer_229_convolution_filters_data[] = { 0x54,0x28,0x03,0x0f,0xeb,0x1a,0xaa,0xc6,0x76,0x19,0x6d,0x00,0x5b,0x1c,0x26,0xdb,0x8d,0x03,0x61,0xda,0xc7,0x17,0x88,0xcf,0x45,0xf0,0x95,0x11,0x73,0xef,0x81,0xdd, 0x22,0xd6,0x16,0x3a,0x39,0x03,0xa2,0x15,0xab,0x04,0x4b,0xe2,0x81,0xd9,0x15,0xf4,0x75,0xc7,0xc5,0xe4,0x46,0x19,0x69,0x02,0x88,0xf0,0x7d,0x09,0xc2,0x13,0x7d,0x10, 0xbb,0xfa,0x03,0xed,0xcf,0xf3,0x91,0xec,0x90,0xee,0xbb,0xf0,0xbc,0x15,0x53,0x0e,0xeb,0xf0,0x0d,0x09,0x3b,0x0c,0xf5,0xfc,0xb5,0x0e,0x18,0xf6,0x0d,0xf2,0x47,0xfb, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_229_convolution_filters, 8192, layer_229_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_229_convolution_filters, 2, 3, 8192, layer_229_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_229_convolution_requantize_data[] = { +0x3c,0x19,0xaa,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_229_convolution_requantize, 4, 1, 4, layer_229_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_232_convolution_bias_data[] = { -0xc8,0xfe,0x3b,0xfa,0xcc,0xfa,0xd9,0x0c,0xd8,0xfd,0xaa,0x00,0xfb,0x02,0x20,0xf8,0x73,0x03,0x85,0xfd,0xf2,0xfb,0x6e,0x04,0x71,0x0d,0xd3,0x03,0x4c,0xfb,0xde,0x0b, -0x39,0x01,0xcd,0x02,0x58,0xfe,0x5f,0xfc,0xd6,0x04,0xcb,0xfa,0x42,0xf6,0xd3,0x08,0x69,0xfb,0xc6,0xfe,0x96,0x01,0xc0,0x02,0x74,0xfb,0x33,0xfc,0x3d,0xf8,0xd8,0x04, -0x92,0x09,0xc1,0xff,0x3d,0xfa,0x19,0xf7,0x76,0x0a,0x47,0xfc,0x31,0xfc,0x15,0x10,0xd3,0x01,0xed,0x0b,0x73,0xfc,0x33,0x01,0xdf,0x09,0xf4,0xff,0x90,0x05,0xbb,0x0e, -0x01,0xfb,0xf6,0x02,0x91,0xfd,0x3b,0xfc,0x84,0x02,0xeb,0xf7,0x66,0x05,0x72,0xfe,0x15,0xf8,0xbf,0x03,0xcf,0x05,0x39,0x04,0x27,0xfa,0xc6,0xfd,0x93,0xfc,0x84,0xf8, +0x64,0xfe,0xff,0xff,0x62,0xf8,0xff,0xff,0x21,0xf9,0xff,0xff,0xf7,0x10,0x00,0x00,0x27,0xfd,0xff,0xff,0xe1,0x00,0x00,0x00,0xef,0x03,0x00,0x00,0x9a,0xf5,0xff,0xff, +0x8e,0x04,0x00,0x00,0xba,0xfc,0xff,0xff,0xa6,0xfa,0xff,0xff,0xd9,0x05,0x00,0x00,0xc0,0x11,0x00,0x00,0x0c,0x05,0x00,0x00,0xca,0xf9,0xff,0xff,0xab,0x0f,0x00,0x00, +0x9d,0x01,0x00,0x00,0xb3,0x03,0x00,0x00,0xd0,0xfd,0xff,0xff,0x36,0xfb,0xff,0xff,0x62,0x06,0x00,0x00,0x20,0xf9,0xff,0xff,0x23,0xf3,0xff,0xff,0xa7,0x0b,0x00,0x00, +0xf1,0xf9,0xff,0xff,0x62,0xfe,0xff,0xff,0x18,0x02,0x00,0x00,0xa2,0x03,0x00,0x00,0xff,0xf9,0xff,0xff,0xfb,0xfa,0xff,0xff,0xc0,0xf5,0xff,0xff,0x65,0x06,0x00,0x00, +0xa3,0x0c,0x00,0x00,0xac,0xff,0xff,0xff,0x64,0xf8,0xff,0xff,0x40,0xf4,0xff,0xff,0xd0,0x0d,0x00,0x00,0x16,0xfb,0xff,0xff,0xf8,0xfa,0xff,0xff,0x3c,0x15,0x00,0x00, +0x69,0x02,0x00,0x00,0xc0,0x0f,0x00,0x00,0x50,0xfb,0xff,0xff,0x95,0x01,0x00,0x00,0x08,0x0d,0x00,0x00,0xf0,0xff,0xff,0xff,0x58,0x07,0x00,0x00,0x73,0x13,0x00,0x00, +0x67,0xf9,0xff,0xff,0xe9,0x03,0x00,0x00,0xca,0xfc,0xff,0xff,0x05,0xfb,0xff,0xff,0x52,0x03,0x00,0x00,0x54,0xf5,0xff,0xff,0x21,0x07,0x00,0x00,0xf2,0xfd,0xff,0xff, +0x8b,0xf5,0xff,0xff,0xf3,0x04,0x00,0x00,0xab,0x07,0x00,0x00,0x93,0x05,0x00,0x00,0x48,0xf8,0xff,0xff,0x0f,0xfd,0xff,0xff,0x7b,0xfb,0xff,0xff,0x1e,0xf6,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_232_convolution_bias, 128, layer_232_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_232_convolution_bias, 4, 4, 256, layer_232_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_232_convolution_filters_data[] = { 0x9e,0x30,0x97,0x07,0x90,0x10,0x16,0x13,0xa4,0x0f,0x3c,0x11,0x68,0xee,0xef,0xd9,0x97,0x08,0x8e,0x16,0x3f,0x03,0x0e,0xf9,0x83,0x35,0xf8,0x04,0x10,0x0a,0xfe,0x14, @@ -834,16 +1022,34 @@ static const unsigned char layer_232_convolution_filters_data[] = { 0x4c,0x12,0xb0,0x04,0x8e,0x35,0xf4,0xf0,0x56,0x1c,0x4f,0x99,0x04,0x22,0xfa,0x39,0xf9,0xe1,0x54,0x0c,0x07,0xd8,0x92,0xbe,0x2f,0xca,0xa1,0x52,0x97,0x03,0x21,0x4c, 0x3a,0x30,0xe1,0x62,0xea,0xd9,0x09,0xc3,0x5b,0x24,0x5d,0xf5,0x0d,0xf7,0xfd,0x06,0x5b,0x1d,0x67,0xe3,0xb9,0x06,0xc0,0x29,0x4f,0x24,0xed,0x1b,0x38,0x09,0x7f,0xf1, 0xef,0x39,0xd9,0x0c,0xe4,0x00,0x23,0x2a,0x83,0x12,0xb6,0xfc,0x58,0x03,0x4c,0x35,0xa1,0x1f,0x98,0x43,0x0f,0x05,0xcf,0x1e,0xd5,0x04,0x6d,0x22,0x28,0x0b,0xb4,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_232_convolution_filters, 1152, layer_232_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_232_convolution_filters, 2, 3, 1152, layer_232_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_232_convolution_requantize_data[] = { +0x5f,0x04,0x2c,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_232_convolution_requantize, 4, 1, 4, layer_232_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_235_convolution_bias_data[] = { -0x0c,0x06,0x9b,0x04,0x2d,0xfa,0xfe,0x06,0x71,0x07,0xaf,0x07,0x4f,0xf7,0xbe,0xfe,0xcd,0x04,0xe9,0x06,0xae,0x0a,0x4b,0x09,0xdc,0x0c,0x8a,0xec,0xa1,0xff,0x17,0x03, -0x0d,0x05,0x98,0x05,0xbf,0x00,0x0d,0xfa,0xef,0x10,0xc6,0x0a,0x92,0x00,0x28,0x06,0xac,0x0c,0x4d,0x0d,0xb3,0xf4,0xfd,0xf5,0xe9,0x02,0x76,0xfe,0x90,0xfc,0x21,0x04, -0xdf,0x06,0x7b,0x0a,0x3e,0x02,0xb2,0x0a,0xb4,0x01,0xce,0x0c,0xd2,0xf4,0x49,0x02,0x7c,0xf7,0x8f,0x0b,0x65,0xfa,0x7f,0x09,0xc5,0x09,0x6e,0xfc,0x48,0xff,0x9b,0xf4, -0x3e,0xf5,0x6d,0xff,0x0b,0x08,0x94,0x07,0x6e,0x06,0x67,0xf7,0x80,0xfb,0x6c,0x01,0xfa,0xfe,0x5c,0x04,0x41,0xfd,0x85,0x0d,0x69,0xf2,0xcb,0xfb,0x0e,0x09,0x3b,0xfe, +0xa7,0x06,0x00,0x00,0x11,0x05,0x00,0x00,0x98,0xf9,0xff,0xff,0xb2,0x07,0x00,0x00,0x30,0x08,0x00,0x00,0x75,0x08,0x00,0x00,0x70,0xf6,0xff,0xff,0x9d,0xfe,0xff,0xff, +0x48,0x05,0x00,0x00,0x9b,0x07,0x00,0x00,0xc0,0x0b,0x00,0x00,0x39,0x0a,0x00,0x00,0x26,0x0e,0x00,0x00,0x97,0xea,0xff,0xff,0x97,0xff,0xff,0xff,0x66,0x03,0x00,0x00, +0x8f,0x05,0x00,0x00,0x27,0x06,0x00,0x00,0xd3,0x00,0x00,0x00,0x74,0xf9,0xff,0xff,0xa2,0x12,0x00,0x00,0xda,0x0b,0x00,0x00,0xa0,0x00,0x00,0x00,0xc6,0x06,0x00,0x00, +0xf1,0x0d,0x00,0x00,0xa3,0x0e,0x00,0x00,0x91,0xf3,0xff,0xff,0xfc,0xf4,0xff,0xff,0x34,0x03,0x00,0x00,0x4f,0xfe,0xff,0xff,0x38,0xfc,0xff,0xff,0x8b,0x04,0x00,0x00, +0x90,0x07,0x00,0x00,0x88,0x0b,0x00,0x00,0x77,0x02,0x00,0x00,0xc4,0x0b,0x00,0x00,0xe0,0x01,0x00,0x00,0x16,0x0e,0x00,0x00,0xb3,0xf3,0xff,0xff,0x83,0x02,0x00,0x00, +0xa2,0xf6,0xff,0xff,0xb8,0x0c,0x00,0x00,0xd5,0xf9,0xff,0xff,0x73,0x0a,0x00,0x00,0xc0,0x0a,0x00,0x00,0x12,0xfc,0xff,0xff,0x35,0xff,0xff,0xff,0x76,0xf3,0xff,0xff, +0x29,0xf4,0xff,0xff,0x5e,0xff,0xff,0xff,0xda,0x08,0x00,0x00,0x56,0x08,0x00,0x00,0x13,0x07,0x00,0x00,0x8a,0xf6,0xff,0xff,0x0c,0xfb,0xff,0xff,0x90,0x01,0x00,0x00, +0xdf,0xfe,0xff,0xff,0xcc,0x04,0x00,0x00,0xfa,0xfc,0xff,0xff,0xe0,0x0e,0x00,0x00,0x0c,0xf1,0xff,0xff,0x5f,0xfb,0xff,0xff,0xf7,0x09,0x00,0x00,0x0e,0xfe,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_235_convolution_bias, 128, layer_235_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_235_convolution_bias, 4, 4, 256, layer_235_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_235_convolution_filters_data[] = { 0x06,0xf1,0x35,0x28,0xce,0x32,0xd9,0xbe,0xa8,0xe0,0x9b,0xf4,0x73,0xef,0xa6,0xf9,0xda,0x1c,0xac,0xf7,0x2c,0x05,0x82,0xf1,0x97,0x24,0x6a,0xf6,0xbc,0x18,0x20,0x1a, @@ -1102,16 +1308,34 @@ static const unsigned char layer_235_convolution_filters_data[] = { 0x7b,0x09,0xf9,0xfe,0x45,0x1a,0xb0,0xea,0x11,0xe4,0x12,0x1a,0x13,0x21,0xe9,0xf8,0x7a,0xdf,0x4f,0xee,0xfd,0x09,0xd4,0x01,0x9b,0xf2,0x91,0xf9,0x3b,0xfb,0xbf,0x1c, 0x70,0x16,0xdd,0x14,0xbb,0xf1,0x72,0xe1,0x61,0x24,0x12,0x0b,0x20,0xe2,0x9b,0x37,0x48,0x12,0xe5,0x27,0xe8,0x0f,0x3d,0xfb,0xc8,0x08,0xa8,0xfb,0xd5,0xeb,0x0f,0x0a, 0x53,0xd6,0x53,0xf7,0xd9,0xfa,0x9f,0xfe,0x56,0xf2,0xb9,0x23,0x63,0x39,0x28,0x10,0xa4,0xfd,0x67,0xee,0x2a,0x26,0x91,0xff,0x37,0xe7,0x42,0xee,0x77,0x12,0x98,0x23, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_235_convolution_filters, 8192, layer_235_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_235_convolution_filters, 2, 3, 8192, layer_235_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_235_convolution_requantize_data[] = { +0xc8,0x6e,0xc6,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_235_convolution_requantize, 4, 1, 4, layer_235_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_238_convolution_bias_data[] = { -0x4f,0xfa,0x35,0x00,0x57,0x02,0xdc,0x01,0xa8,0x0d,0x3e,0xf8,0x44,0x00,0xa9,0xfc,0x9c,0x13,0xa6,0x0c,0x2e,0x06,0x2a,0x0f,0x31,0xf2,0xc7,0x0f,0xed,0xfa,0x25,0xfc, -0x6e,0x0c,0x1a,0x13,0xce,0x04,0x35,0x0c,0x52,0xf3,0x96,0xf7,0x00,0x0f,0xca,0x04,0xc2,0xf7,0x81,0x1c,0xec,0x07,0x2e,0xf6,0x9a,0xfc,0x18,0xfb,0x5a,0xff,0x16,0xf9, -0xfd,0xfa,0xec,0x17,0xec,0xfd,0x0d,0xfa,0x2e,0x01,0xa8,0xfb,0x9f,0x04,0x29,0xff,0x93,0x04,0xdf,0xf2,0x31,0x0a,0x2e,0x12,0x20,0x15,0x82,0xfa,0x89,0x04,0xbb,0x06, 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+0x92,0x04,0x00,0x00,0xe1,0xf2,0xff,0xff,0x2f,0x0a,0x00,0x00,0x2b,0x12,0x00,0x00,0x1c,0x15,0x00,0x00,0x83,0xfa,0xff,0xff,0x89,0x04,0x00,0x00,0xba,0x06,0x00,0x00, +0xaa,0x0d,0x00,0x00,0x63,0xf9,0xff,0xff,0xed,0xfa,0xff,0xff,0x78,0xf9,0xff,0xff,0x44,0x04,0x00,0x00,0x1e,0x04,0x00,0x00,0xc1,0xfc,0xff,0xff,0xac,0xf8,0xff,0xff, +0x8a,0x07,0x00,0x00,0xdf,0xf7,0xff,0xff,0xa8,0xf9,0xff,0xff,0xcd,0x13,0x00,0x00,0x30,0x02,0x00,0x00,0xcb,0x03,0x00,0x00,0xe6,0x13,0x00,0x00,0xa8,0x01,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_238_convolution_bias, 128, layer_238_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_238_convolution_bias, 4, 4, 256, layer_238_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_238_convolution_filters_data[] = { 0xbd,0xff,0xb2,0x05,0xb0,0x09,0x2e,0x05,0xd6,0x0c,0x82,0x21,0xff,0x08,0x1e,0x0a,0xa0,0x22,0x8e,0xa2,0x26,0x56,0xd3,0x11,0x09,0xdc,0x3c,0x58,0xaa,0x46,0x01,0x80, @@ -1150,16 +1374,34 @@ static const unsigned char layer_238_convolution_filters_data[] = { 0x4d,0xfe,0x29,0x1b,0x6a,0x09,0x9c,0x07,0x3c,0xc9,0x08,0x11,0x6d,0xfd,0x99,0x9c,0x60,0x95,0x7f,0xb4,0x6f,0x1a,0x98,0x06,0x6f,0xe1,0x24,0xcc,0x28,0x10,0x0e,0xb5, 0xa3,0x1a,0x09,0x15,0x41,0x63,0x9d,0xf9,0x14,0xcf,0x8b,0x28,0x5a,0x23,0xc2,0x51,0xc8,0xf7,0x04,0xd1,0xf5,0x01,0x04,0xd8,0xec,0xcc,0x03,0xe2,0xaf,0xed,0x6a,0xcf, 0xdb,0xe0,0xd8,0x08,0x79,0xe1,0x55,0xdf,0x21,0xea,0xd0,0xd4,0xd8,0xda,0xe1,0xdd,0xd2,0xce,0x5e,0xc6,0x1e,0x1e,0xc2,0xf8,0xcc,0x07,0xb5,0xf8,0xfc,0x2e,0x6d,0x35, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_238_convolution_filters, 1152, layer_238_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_238_convolution_filters, 2, 3, 1152, layer_238_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_238_convolution_requantize_data[] = { +0x43,0xb8,0x4b,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_238_convolution_requantize, 4, 1, 4, layer_238_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_241_convolution_bias_data[] = { -0xf2,0xff,0xab,0x00,0x6a,0xfe,0xea,0x0c,0x37,0x02,0x4c,0x04,0xb2,0xf8,0xb9,0xfc,0x75,0xfd,0x39,0xf7,0x20,0xfe,0x8e,0x05,0x3d,0xff,0xee,0x05,0x5b,0x07,0x71,0x02, -0xb5,0x06,0x87,0x01,0x3d,0xfe,0x92,0xff,0x8e,0x04,0x6e,0x08,0xfa,0xfe,0x7d,0xfe,0x3f,0x00,0x83,0x09,0x8b,0x05,0xe5,0x02,0x51,0x06,0xc0,0x04,0xaf,0x02,0xb8,0x08, -0xb4,0x01,0x51,0x05,0x55,0xfe,0x36,0xfd,0xeb,0x02,0x9d,0x00,0x28,0xfb,0x01,0xff,0x87,0xfd,0x18,0x01,0x4a,0x05,0x68,0x00,0x40,0x0a,0x90,0x04,0xca,0xf9,0x43,0xfe, -0xd7,0xfa,0x6c,0xfc,0xfc,0x05,0x27,0x00,0x9f,0x02,0xa2,0x00,0x4d,0xf9,0xac,0x03,0x2e,0x03,0x2a,0x03,0x0b,0x03,0xa9,0xfb,0x62,0x03,0x41,0xfa,0xfe,0xfe,0x61,0xfd, +0xf0,0xff,0xff,0xff,0xc7,0x00,0x00,0x00,0x2a,0xfe,0xff,0xff,0xfa,0x0e,0x00,0x00,0x92,0x02,0x00,0x00,0xfc,0x04,0x00,0x00,0x87,0xf7,0xff,0xff,0x33,0xfc,0xff,0xff, +0x0d,0xfd,0xff,0xff,0xd2,0xf5,0xff,0xff,0xd3,0xfd,0xff,0xff,0x71,0x06,0x00,0x00,0x1e,0xff,0xff,0xff,0xe1,0x06,0x00,0x00,0x87,0x08,0x00,0x00,0xd5,0x02,0x00,0x00, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_241_convolution_bias, 128, layer_241_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_241_convolution_bias, 4, 4, 256, layer_241_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_241_convolution_filters_data[] = { 0xec,0x15,0xdb,0x12,0x82,0x12,0x9e,0xfd,0xe9,0x24,0x4f,0x19,0x7a,0xff,0x9b,0xe5,0x60,0x19,0xa1,0x12,0xd6,0xea,0xbf,0xf9,0xea,0x0c,0xd0,0xfa,0x97,0xef,0x22,0x49, @@ -1418,16 +1660,34 @@ static const unsigned char layer_241_convolution_filters_data[] = { 0x8f,0xff,0x7e,0x10,0x19,0xfb,0x36,0xfa,0x24,0x0e,0xdf,0x0e,0x65,0x0a,0x84,0x0a,0x3c,0x04,0xf7,0xff,0x41,0xff,0x9d,0xfb,0x0a,0x06,0xe1,0x16,0xc9,0xfc,0xa3,0x00, 0x56,0x18,0x5b,0x07,0x9e,0xff,0xa3,0xf0,0xf6,0xfd,0x17,0x24,0x74,0xf8,0x50,0xfd,0x44,0xea,0xf1,0xff,0x28,0xfa,0x32,0x09,0xad,0x10,0x88,0x29,0x43,0xfb,0xd2,0xf1, 0x1b,0xea,0xc7,0xf5,0xd2,0x1a,0xfa,0xf2,0x4d,0x0e,0xbd,0x0c,0xca,0xfb,0x7c,0x0a,0x77,0xed,0x5b,0x07,0x86,0x08,0xbb,0xed,0x3e,0x04,0xb2,0xf2,0x4a,0x0c,0x03,0xfe, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_241_convolution_filters, 8192, layer_241_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_241_convolution_filters, 2, 3, 8192, layer_241_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_241_convolution_requantize_data[] = { +0xc2,0x65,0xc9,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_241_convolution_requantize, 4, 1, 4, layer_241_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_244_convolution_bias_data[] = { -0x85,0x07,0x6f,0x02,0x84,0x00,0xec,0x21,0x00,0xfa,0x9f,0x0d,0x7b,0x0a,0xcb,0xfa,0x44,0x09,0xf6,0x05,0xe6,0x0a,0x4a,0xfa,0x9a,0xf9,0xf7,0x0d,0xa6,0xf2,0xc8,0xfa, -0xdc,0xfa,0xd8,0xf0,0x5a,0xfa,0x2b,0xf9,0x83,0xfc,0x46,0xf0,0xb8,0xfe,0xb5,0xfd,0x50,0x0a,0x07,0xfe,0x48,0x0d,0x92,0xfb,0x3b,0xf3,0x90,0xf6,0x2d,0xf3,0x58,0x19, -0x69,0x01,0xbb,0x0b,0x5f,0x08,0x7b,0x09,0x96,0xf7,0x73,0x08,0x89,0xfb,0x88,0x0a,0xd4,0x07,0xd1,0x00,0x14,0x13,0xf8,0xfc,0xcf,0x0a,0xdc,0x09,0x70,0xf9,0xad,0x00, 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+0xe7,0x08,0x00,0x00,0xee,0x00,0x00,0x00,0xb1,0x15,0x00,0x00,0x8e,0xfc,0xff,0xff,0x4b,0x0c,0x00,0x00,0x36,0x0b,0x00,0x00,0x89,0xf8,0xff,0xff,0xc5,0x00,0x00,0x00, +0x1b,0x08,0x00,0x00,0xf5,0x08,0x00,0x00,0xc4,0xed,0xff,0xff,0x6c,0xfd,0xff,0xff,0x3b,0xf9,0xff,0xff,0xcf,0xfb,0xff,0xff,0x95,0x08,0x00,0x00,0xbd,0xf9,0xff,0xff, +0x67,0xee,0xff,0xff,0xa3,0xfa,0xff,0xff,0x64,0xf9,0xff,0xff,0x8c,0xfd,0xff,0xff,0xf7,0xf7,0xff,0xff,0xf3,0x0a,0x00,0x00,0x9f,0x0f,0x00,0x00,0x0b,0x06,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_244_convolution_bias, 128, layer_244_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_244_convolution_bias, 4, 4, 256, layer_244_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_244_convolution_filters_data[] = { 0x95,0xdb,0xf7,0xf6,0x44,0xfe,0x98,0x05,0xb9,0xeb,0xfb,0xea,0xc7,0x09,0x49,0x03,0xe7,0x01,0x2e,0xde,0xc8,0xe7,0xce,0x02,0x39,0xef,0x54,0xfc,0xc2,0xf3,0x3b,0x0f, @@ -1466,20 +1726,42 @@ static const unsigned char layer_244_convolution_filters_data[] = { 0x12,0x27,0xe7,0x25,0xed,0x13,0x29,0x3e,0x6c,0x02,0xd5,0xd0,0x46,0x2f,0x98,0xf6,0xad,0xd5,0x26,0x21,0xd9,0x12,0x9e,0xf8,0x9b,0x03,0x8b,0x02,0xc9,0xfe,0x69,0x07, 0xb4,0x0a,0xe6,0x07,0x0c,0x07,0x63,0x0a,0x5d,0x08,0xae,0xf1,0x69,0x00,0x2e,0xf5,0xc6,0xf7,0xe3,0xee,0x47,0xed,0x24,0xe9,0x65,0x11,0x50,0xdf,0x21,0xf2,0x6b,0x04, 0x30,0xe8,0x8f,0xe1,0x00,0xe0,0x1d,0xe3,0x38,0xf8,0xbe,0x01,0x4f,0xe1,0xfe,0xce,0xb4,0x12,0x37,0x2e,0x81,0xd8,0x5a,0xeb,0xfd,0x03,0xda,0xee,0x18,0xf2,0x22,0x09, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_244_convolution_filters, 1152, layer_244_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_244_convolution_filters, 2, 3, 1152, layer_244_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_244_convolution_requantize_data[] = { +0xd2,0x2a,0xdf,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_244_convolution_requantize, 4, 1, 4, layer_244_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_247_convolution_bias_data[] = { 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0x76,0xf6,0x2a,0x2d,0x66,0xe7,0xaa,0xfa,0x72,0xb3,0xdc,0xdf,0xcc,0xfa,0xac,0x0f,0x77,0x06,0x0d,0x21,0x2e,0xf6,0xf5,0xf6,0x21,0xdd,0x13,0x01,0x6c,0x17,0x00,0x20, @@ -1994,20 +2276,42 @@ static const unsigned char layer_247_convolution_filters_data[] = { 0x19,0xf1,0x0a,0xf4,0x32,0xbb,0xb5,0xeb,0x2b,0x04,0x34,0x38,0x17,0xfc,0xd5,0xea,0x6f,0xed,0x2f,0x0a,0x35,0xf2,0x6d,0x2f,0x6c,0xf4,0x37,0x0e,0x6c,0x05,0xb5,0x12, 0xc2,0x09,0x1a,0xf9,0xe9,0xf3,0xa3,0xe2,0xc6,0x17,0x46,0x05,0x21,0xa9,0x9a,0xd8,0xa6,0x18,0x94,0xfd,0xa6,0xe8,0x64,0x59,0x8e,0xde,0x74,0xfa,0x58,0xd7,0xed,0x03, 0xc0,0x1b,0x32,0xf7,0x55,0x22,0xfe,0x1d,0x5d,0xd0,0xff,0x7f,0x22,0xf1,0x60,0xe0,0x7b,0x31,0xc4,0xe5,0x87,0xf4,0x86,0x01,0x0a,0xb0,0x58,0xd1,0x7a,0xf9,0xee,0x12, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, 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0x3e,0xfa,0x5e,0x1a,0x1f,0x03,0x57,0x01,0x47,0x15,0x24,0x1f,0x10,0xfd,0xb9,0xeb,0xe3,0x0a,0x78,0x03,0x71,0x00,0x28,0xf2,0x83,0xe8,0x36,0x11,0xb4,0xf1,0xed,0x05, @@ -3122,20 +3448,42 @@ static const unsigned char layer_253_convolution_filters_data[] = { 0x75,0x04,0x54,0x1e,0xe3,0x1b,0x9e,0xfb,0x94,0x07,0x52,0xef,0x4c,0xed,0x9a,0x0a,0x97,0x09,0x36,0xfc,0x85,0x15,0x2b,0xfb,0x50,0x07,0x36,0xfe,0x1e,0xfc,0x24,0xee, 0x3d,0xf8,0x02,0x06,0x79,0xfc,0x42,0xf4,0x81,0xde,0x9b,0xe1,0xc5,0x09,0xed,0xe4,0x7b,0x0c,0xbf,0x1c,0xf0,0xe3,0x00,0x10,0xf0,0xf1,0xd4,0x08,0xae,0x08,0x82,0x11, 0xa8,0x0c,0xef,0xf4,0x84,0x1d,0x3a,0x08,0x38,0xfe,0x3b,0xed,0x1c,0x11,0x2c,0x1e,0x88,0x26,0x21,0x06,0xfa,0x10,0xa4,0xf2,0xc3,0xe5,0x7b,0x0c,0x1f,0xf7,0xba,0xf2, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_253_convolution_filters, 32768, layer_253_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_253_convolution_filters, 2, 3, 32768, layer_253_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_253_convolution_requantize_data[] = { +0xeb,0xf5,0x0b,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_253_convolution_requantize, 4, 1, 4, layer_253_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_256_convolution_bias_data[] = { -0x19,0x07,0xd9,0x12,0x35,0x0d,0xcc,0xf5,0xcb,0xf7,0xd5,0x02,0xe9,0xf6,0xe4,0xf9,0xb6,0xf6,0xba,0x08,0x70,0x0d,0x7a,0xfb,0x2c,0xf7,0x48,0x08,0x7d,0x0c,0x63,0xf0, -0xf2,0xff,0xc8,0x09,0xfa,0xf8,0xc6,0x00,0x8c,0x09,0xea,0xfc,0x3d,0xf5,0xfe,0xf3,0x6b,0x08,0x2f,0xf4,0xe8,0x0f,0x01,0x05,0x73,0xf8,0x87,0xfc,0xb2,0x03,0x83,0xf6, -0xb2,0xfc,0x01,0x0e,0x5a,0x12,0x09,0xf1,0x6a,0x06,0xcd,0x0e,0x57,0xfe,0x0a,0x15,0x37,0x12,0x38,0x08,0xee,0xfb,0x18,0xfd,0x8c,0x0f,0xb2,0xf8,0x83,0xfa,0xe8,0xf5, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_256_convolution_bias, 256, layer_256_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_256_convolution_bias, 4, 4, 512, layer_256_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_256_convolution_filters_data[] = { 0x71,0xdf,0xad,0x2d,0x3f,0xf1,0xe7,0xcb,0x48,0xf0,0x6b,0x1b,0xc6,0x0a,0x1f,0xcc,0x6b,0x04,0xed,0xe9,0xed,0xd9,0xd6,0x07,0x7c,0xdb,0x55,0xf7,0x7a,0xe8,0x23,0xf7, @@ -3210,20 +3558,42 @@ static const unsigned char layer_256_convolution_filters_data[] = { 0xba,0xb3,0x4d,0x58,0x06,0xc3,0x84,0xda,0xe6,0x22,0x79,0x19,0x35,0xea,0xa6,0xed,0xd9,0xfa,0xa6,0xe7,0xce,0xe8,0x38,0xeb,0x3d,0x2e,0x7c,0x10,0x0d,0x2e,0xae,0xed, 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+0x0f,0x3a,0x6e,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_256_convolution_requantize, 4, 1, 4, layer_256_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_259_convolution_bias_data[] = { 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0x8a,0xfd,0xc3,0x0a,0x37,0x0e,0xdf,0x13,0xd7,0xfe,0xc1,0xf0,0x0e,0xf9,0x20,0xfa,0x32,0xf9,0x35,0x0c,0xbb,0xf3,0xec,0xf7,0x92,0x0c,0x88,0xfa,0xe8,0x03,0xd2,0xff, @@ -4250,20 +4620,42 @@ static const unsigned char layer_259_convolution_filters_data[] = { 0x43,0x0c,0x50,0x48,0x34,0xf3,0xb1,0x12,0x38,0xfb,0x79,0xef,0xe8,0xee,0xe7,0xf9,0x72,0x02,0x85,0x01,0xcc,0xf0,0x1e,0xeb,0xe2,0xf2,0xc3,0xff,0x5f,0xf0,0x9b,0x0a, 0xef,0x08,0xa8,0x13,0x4f,0x03,0xf2,0xe7,0x23,0x19,0x7a,0x00,0xad,0xea,0x75,0x0f,0x34,0x05,0x55,0x1a,0x43,0x03,0x2e,0x11,0x90,0xfd,0x46,0x04,0x32,0x05,0x52,0xfa, 0x6f,0xf2,0xb7,0xdf,0x6d,0xf1,0xf0,0x10,0x03,0xdd,0x88,0x0d,0xc7,0x09,0x7b,0xf5,0x60,0xf3,0x71,0x0c,0xed,0x08,0x12,0x08,0x40,0x06,0x33,0xf4,0xf5,0x1b,0x69,0xf3, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_262_convolution_bias, 256, layer_262_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_262_convolution_bias, 4, 4, 512, layer_262_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_262_convolution_filters_data[] = { 0x75,0x34,0xfc,0x33,0x94,0x17,0x25,0x23,0x35,0x1d,0xd6,0xef,0xb2,0x22,0xd6,0xe8,0x0f,0x0e,0x5e,0x06,0x82,0x0e,0x7f,0x20,0xc5,0x01,0xb7,0x26,0xb2,0x29,0xdc,0xf8, @@ -4338,28 +4730,58 @@ static const unsigned char layer_262_convolution_filters_data[] = { 0xa1,0xc5,0xf0,0xf3,0x71,0x1a,0xc7,0x0d,0x57,0x12,0x41,0x28,0x05,0xf4,0x7d,0x15,0xc4,0x30,0x43,0x0b,0x08,0xf5,0xdc,0x26,0x61,0x1c,0x62,0xce,0x68,0xa7,0xea,0xc5, 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+0xbf,0x6f,0x85,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_262_convolution_requantize, 4, 1, 4, layer_262_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_265_convolution_bias_data[] = { 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0x20,0xdb,0xa8,0xc7,0xd4,0x0e,0xbd,0xff,0x49,0x25,0xcf,0xfa,0x9d,0x32,0x40,0xe3,0xb9,0x0b,0xf8,0x0e,0xca,0x01,0x19,0x0b,0x8a,0xd8,0x5d,0x14,0x1d,0x19,0x70,0xf9, @@ -6410,28 +6832,58 @@ static const unsigned char layer_265_convolution_filters_data[] = { 0xf6,0x0a,0x5a,0xf1,0xd0,0xf8,0xed,0x11,0xa6,0x16,0xb1,0x07,0xbc,0xe1,0x53,0xf1,0xef,0x15,0x2e,0x00,0xa3,0xeb,0xc7,0x03,0x35,0x1b,0xca,0x16,0x30,0x3d,0xf3,0xff, 0x1a,0xf8,0x06,0xda,0x11,0xe2,0x74,0x15,0x10,0xf8,0x05,0x0c,0x16,0x09,0xef,0xea,0x60,0xeb,0xb9,0xf1,0xdb,0xe3,0xa9,0xe8,0x36,0x00,0x5d,0xf5,0xc0,0x17,0x09,0x08, 0x2c,0x09,0xd6,0x07,0x21,0xf1,0x13,0xfc,0x39,0xf2,0x73,0xec,0xb8,0xe0,0xa0,0x02,0xad,0x1b,0xcb,0xef,0xe4,0xef,0xbe,0xcd,0x49,0xef,0x0e,0x1b,0x7c,0x13,0x02,0xe9, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_265_convolution_filters, 65536, layer_265_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_265_convolution_filters, 2, 3, 65536, layer_265_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_265_convolution_requantize_data[] = { +0xb3,0xf6,0x95,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_271_convolution_bias, 512, layer_271_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_271_convolution_bias, 4, 4, 1024, layer_271_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_271_convolution_filters_data[] = { 0xf3,0x06,0xf9,0xea,0x19,0xe7,0x0c,0x01,0xfb,0xfd,0x9b,0xea,0xfd,0xf9,0x96,0xf7,0x4c,0x03,0x9b,0xfd,0x0c,0x00,0x2a,0x05,0x48,0xed,0x06,0xf9,0x1a,0x03,0x0f,0x11, @@ -10698,16 +11180,34 @@ static const unsigned char layer_271_convolution_filters_data[] = { 0x5d,0x03,0xd4,0xfb,0x0e,0x03,0xef,0xf0,0xe4,0xfd,0x84,0x05,0x6e,0xfa,0xb4,0x08,0xf1,0x03,0x0d,0xfa,0x08,0x04,0xa1,0xfe,0x6a,0x06,0x2a,0x01,0xcd,0xfd,0xe4,0xfc, 0xc0,0xf9,0x14,0xfa,0x12,0xf8,0xb9,0x08,0xad,0x0b,0x1e,0xfd,0xf3,0xf7,0x71,0x0b,0xc2,0x01,0x29,0x22,0x03,0xf9,0xa5,0xf6,0xe7,0x08,0x08,0x01,0x82,0x08,0xf9,0xf2, 0x47,0xff,0x7c,0x0b,0x32,0xee,0x9b,0xfc,0x9c,0x0b,0x06,0xff,0xad,0x0e,0xa4,0xfd,0xf3,0xf6,0xff,0xfd,0x79,0xfc,0x32,0xf6,0xb2,0xf7,0xd4,0xec,0x86,0xfb,0x5d,0x01, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_271_convolution_filters, 131072, layer_271_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_271_convolution_filters, 2, 3, 131072, layer_271_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_271_convolution_requantize_data[] = { +0xca,0x0f,0xbe,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_271_convolution_requantize, 4, 1, 4, layer_271_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_274_convolution_bias_data[] = { -0xb6,0xff,0xf5,0xff,0x22,0x00,0x43,0xff,0xd5,0xff,0x4e,0x00,0x83,0xff,0x24,0xff,0x4a,0x00,0x3b,0xff,0x0f,0x00,0xbd,0x00,0x9a,0xfe,0xee,0xff,0x73,0x00,0x4c,0x00, -0xe3,0xff,0xa6,0x00,0x4b,0xff,0x9a,0xff,0xa4,0xff,0x76,0x00,0xbf,0x00,0xc9,0xff,0xfc,0xfe,0x43,0xff,0x9d,0x00,0x54,0xff,0x69,0x00,0x99,0x00,0x74,0x00,0x10,0x00, -0x28,0x00,0xd8,0xff,0x98,0xff,0xe5,0xff,0x95,0xff,0xe2,0xff,0xe9,0xff,0xa5,0x00,0xea,0xff,0x27,0xff,0x9a,0x02,0x4b,0x00,0x0b,0x04,0x50,0xff,0xa8,0x01,0xbf,0xff, 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+0xeb,0xff,0xff,0xff,0x35,0xff,0xff,0xff,0x70,0x02,0x00,0x00,0x46,0x00,0x00,0x00,0xc9,0x03,0x00,0x00,0x5c,0xff,0xff,0xff,0x8d,0x01,0x00,0x00,0xc4,0xff,0xff,0xff, +0xfc,0xff,0xff,0xff,0x61,0x00,0x00,0x00,0xb1,0x00,0x00,0x00,0xe6,0xff,0xff,0xff,0x62,0x00,0x00,0x00,0x94,0xff,0xff,0xff,0xd7,0xff,0xff,0xff,0x2e,0x00,0x00,0x00, +0x9f,0xff,0xff,0xff,0x87,0xff,0xff,0xff,0xb0,0x00,0x00,0x00,0x7a,0xff,0xff,0xff,0x65,0xff,0xff,0xff,0x4a,0x00,0x00,0x00,0xae,0xff,0xff,0xff,0x94,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_274_convolution_bias, 128, layer_274_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_274_convolution_bias, 4, 4, 256, layer_274_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_274_convolution_filters_data[] = { 0xf1,0xf3,0xe1,0xf0,0x76,0xf7,0x2b,0xfe,0xec,0xfc,0xab,0xf2,0x35,0x09,0x58,0xf2,0x91,0xfa,0x5e,0x0e,0xf6,0xfc,0x59,0x0b,0x5d,0xfe,0x90,0x06,0x4f,0x01,0x97,0x07, @@ -11734,16 +12234,34 @@ static const unsigned char layer_274_convolution_filters_data[] = { 0xa9,0xfd,0x22,0xf2,0x72,0x11,0xc5,0xf8,0xa7,0xf4,0x91,0xf0,0x3f,0x0e,0x63,0xff,0x81,0xfb,0xa6,0xf1,0xf3,0x09,0xe8,0x0f,0x50,0xfe,0x5f,0x02,0x8a,0x10,0xfc,0x0f, 0x60,0xfa,0x83,0xf1,0x04,0xee,0x94,0x0b,0x3f,0xee,0xae,0xf3,0x1f,0xf2,0x6f,0xf5,0xcb,0xfa,0xda,0xff,0xf3,0x0c,0xf9,0xf9,0xd2,0xfa,0x0e,0x03,0x44,0xf4,0x22,0x05, 0xd9,0x11,0xac,0xfd,0xf9,0x10,0x4d,0xee,0x4c,0xfe,0x90,0xf8,0xd0,0xee,0xfd,0x0d,0x38,0xfe,0xa9,0x10,0xe1,0x07,0x68,0x0e,0x5e,0xf9,0xaa,0xef,0x3b,0x08,0x38,0xf4, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_274_convolution_filters, 32768, layer_274_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_274_convolution_filters, 2, 3, 32768, layer_274_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_274_convolution_requantize_data[] = { +0xd0,0x91,0xca,0x36,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_274_convolution_requantize, 4, 1, 4, layer_274_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_276_convolution_bias_data[] = { -0x12,0xfd,0x7a,0xfe,0x40,0x00,0x47,0x03,0x15,0xfe,0x73,0xfd,0x23,0x03,0x8a,0xfc,0xdb,0xff,0x63,0xff,0x10,0x04,0xd5,0xfd,0x6e,0xfc,0x0e,0x00,0x2b,0xfd,0x1f,0x04, -0x10,0x00,0xfe,0xff,0xd0,0xfe,0xe5,0xfd,0x5d,0xfe,0x1b,0x02,0x29,0x01,0x85,0x03,0xa2,0xfe,0xe1,0xfc,0xd4,0xff,0x46,0x01,0x5b,0x03,0x43,0xff,0x97,0xfd,0xb9,0xfc, -0xab,0x01,0xcf,0xfe,0xd9,0xfc,0xb5,0x03,0x4d,0xff,0x88,0x01,0xd2,0xff,0xc3,0xfd,0xdb,0x01,0x93,0x03,0x8a,0x04,0x96,0x03,0x14,0x05,0x64,0x04,0x95,0x04,0xa1,0xfe, -0x07,0xfe,0xe9,0xff,0x4c,0x02,0x18,0xfe,0x34,0x02,0xa6,0xff,0x41,0x02,0xd7,0xfd,0x8b,0x00,0x28,0xfe,0x06,0x04,0x7a,0x02,0x82,0x02,0xb9,0xfd,0xf2,0x03,0xd8,0x00, +0x13,0xfd,0xff,0xff,0x7a,0xfe,0xff,0xff,0x40,0x00,0x00,0x00,0x47,0x03,0x00,0x00,0x16,0xfe,0xff,0xff,0x74,0xfd,0xff,0xff,0x22,0x03,0x00,0x00,0x8b,0xfc,0xff,0xff, +0xdb,0xff,0xff,0xff,0x63,0xff,0xff,0xff,0x0f,0x04,0x00,0x00,0xd6,0xfd,0xff,0xff,0x6f,0xfc,0xff,0xff,0x0e,0x00,0x00,0x00,0x2c,0xfd,0xff,0xff,0x1e,0x04,0x00,0x00, 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0x8e,0xf5,0x7f,0x21,0xf5,0xf1,0xc4,0x15,0x0e,0xe3,0x24,0xe0,0xf1,0xe6,0x47,0x13,0xfc,0x23,0xf7,0x25,0x41,0x06,0xea,0x0b,0x2b,0xfc,0xeb,0x34,0x97,0x58,0xf2,0x3c, @@ -11782,28 +12300,58 @@ static const unsigned char layer_276_convolution_filters_data[] = { 0x52,0xfb,0x90,0xeb,0x65,0x1c,0x48,0x20,0x8b,0xe5,0x8a,0x25,0x81,0xce,0x36,0xdf,0x97,0x33,0x62,0x21,0x6a,0x19,0x10,0xed,0xe8,0xe0,0x3a,0x20,0x96,0x36,0xc1,0xf1, 0x0b,0x14,0x4b,0xd2,0xb1,0xf0,0xfb,0xfe,0x07,0xf6,0x55,0x1e,0x65,0x20,0xef,0x1d,0xdf,0x17,0x06,0xf3,0x86,0xfe,0x53,0xf9,0x6b,0x2b,0x45,0x21,0xe6,0xfe,0x43,0xd2, 0x00,0x05,0xfb,0x00,0x1e,0xd5,0x13,0xd1,0xd1,0xdb,0x23,0x2b,0xf2,0x05,0x40,0xf5,0x5c,0xe1,0x00,0x08,0x26,0xea,0x89,0x20,0x93,0x07,0x5d,0xf3,0xed,0xce,0x6e,0xee, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, 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+0xb5,0x96,0xfe,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_278_convolution_requantize, 4, 1, 4, layer_278_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_280_convolution_bias_data[] = { -0xb0,0x00,0x2e,0xfd,0xcb,0xfe,0x1e,0x00,0xe9,0xfd,0x0a,0x01,0x39,0x01,0x0e,0xfe,0x87,0x00,0xbb,0xfd,0x9c,0xfd,0xbf,0x02,0x52,0x01,0x74,0x00,0xe0,0x02,0x4f,0xfd, -0x79,0x00,0x38,0x00,0x93,0x01,0x71,0xfd,0x33,0x02,0x84,0x02,0x57,0x01,0x4b,0x01,0x1a,0xfe,0x58,0x02,0xc3,0x01,0xb4,0xfd,0xf1,0x02,0x2a,0x02,0x82,0x02,0x6b,0x01, -0x7c,0xfd,0x25,0xff,0x48,0xff,0x04,0x01,0xbd,0xff,0xa0,0xfd,0x83,0xff,0xa3,0x01,0x20,0x02,0xed,0xff,0xbc,0xfd,0x96,0x01,0xc8,0x00,0x16,0x01,0x96,0xff,0xd5,0xfd, -0x8c,0xfd,0x05,0x02,0xbd,0xfe,0x20,0xff,0x23,0x00,0x68,0x02,0xe6,0xfe,0x9f,0x00,0xc9,0x00,0x3b,0x01,0xe0,0xff,0xdd,0xfd,0x69,0x01,0x51,0xfe,0xcf,0xfe,0xec,0x01, +0xb0,0x00,0x00,0x00,0x2f,0xfd,0xff,0xff,0xcc,0xfe,0xff,0xff,0x1e,0x00,0x00,0x00,0xea,0xfd,0xff,0xff,0x09,0x01,0x00,0x00,0x38,0x01,0x00,0x00,0x0f,0xfe,0xff,0xff, +0x87,0x00,0x00,0x00,0xbc,0xfd,0xff,0xff,0x9d,0xfd,0xff,0xff,0xbe,0x02,0x00,0x00,0x51,0x01,0x00,0x00,0x74,0x00,0x00,0x00,0xdf,0x02,0x00,0x00,0x50,0xfd,0xff,0xff, +0x79,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x92,0x01,0x00,0x00,0x72,0xfd,0xff,0xff,0x32,0x02,0x00,0x00,0x83,0x02,0x00,0x00,0x57,0x01,0x00,0x00,0x4a,0x01,0x00,0x00, +0x1b,0xfe,0xff,0xff,0x57,0x02,0x00,0x00,0xc3,0x01,0x00,0x00,0xb5,0xfd,0xff,0xff,0xf0,0x02,0x00,0x00,0x29,0x02,0x00,0x00,0x81,0x02,0x00,0x00,0x6b,0x01,0x00,0x00, +0x7d,0xfd,0xff,0xff,0x25,0xff,0xff,0xff,0x49,0xff,0xff,0xff,0x04,0x01,0x00,0x00,0xbd,0xff,0xff,0xff,0xa1,0xfd,0xff,0xff,0x83,0xff,0xff,0xff,0xa3,0x01,0x00,0x00, +0x1f,0x02,0x00,0x00,0xed,0xff,0xff,0xff,0xbd,0xfd,0xff,0xff,0x96,0x01,0x00,0x00,0xc8,0x00,0x00,0x00,0x15,0x01,0x00,0x00,0x96,0xff,0xff,0xff,0xd6,0xfd,0xff,0xff, +0x8d,0xfd,0xff,0xff,0x04,0x02,0x00,0x00,0xbe,0xfe,0xff,0xff,0x20,0xff,0xff,0xff,0x23,0x00,0x00,0x00,0x68,0x02,0x00,0x00,0xe7,0xfe,0xff,0xff,0x9e,0x00,0x00,0x00, +0xc9,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,0xe0,0xff,0xff,0xff,0xde,0xfd,0xff,0xff,0x68,0x01,0x00,0x00,0x52,0xfe,0xff,0xff,0xcf,0xfe,0xff,0xff,0xeb,0x01,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_280_convolution_bias, 128, layer_280_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_280_convolution_bias, 4, 4, 256, layer_280_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_280_convolution_filters_data[] = { 0x9c,0x1c,0xab,0xea,0x47,0xf1,0xed,0x40,0xed,0x19,0x21,0xeb,0xb3,0x65,0x71,0x52,0x2e,0x01,0xab,0xda,0x39,0x1f,0x00,0x33,0x39,0xc9,0x51,0xe8,0xce,0xf7,0x26,0x18, @@ -12878,12 +13444,27 @@ static const unsigned char layer_280_convolution_filters_data[] = { 0xfc,0xdb,0xda,0xf3,0x55,0x39,0xbd,0x23,0x80,0xda,0xe8,0x13,0xfb,0x0a,0x98,0xcb,0x2c,0xf7,0x9d,0xdb,0xc7,0x36,0x1d,0xe9,0xc7,0xd7,0x09,0x35,0xc6,0x67,0x4c,0xe5, 0x39,0x0f,0xd9,0x49,0x6d,0xdc,0x2d,0x00,0xc6,0x55,0x3c,0x01,0x39,0xd2,0xb6,0x09,0xb4,0x18,0x26,0x2d,0xe0,0xfd,0xec,0x55,0xd0,0x38,0x25,0x66,0x86,0xf7,0x93,0xe3, 0x93,0xea,0x21,0xe9,0x0a,0xd7,0x07,0x10,0x71,0x35,0x84,0x2c,0x3d,0x1f,0x4b,0x5a,0x7b,0x46,0xf6,0x3f,0x40,0xf4,0xaa,0x2b,0x5b,0x06,0xd1,0xd2,0x38,0x09,0x91,0xf4, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_280_convolution_filters, 1152, layer_280_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_280_convolution_filters, 2, 3, 1152, layer_280_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_280_convolution_requantize_data[] = { +0x1e,0xb3,0x57,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_280_convolution_requantize, 4, 1, 4, layer_280_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_282_convolution_bias_data[] = { -0xb6,0xff,0xa1,0x00,0x30,0xff,0xec,0xff,0xf4,0x00,0x52,0xff,0x75,0x00,0x89,0x00,0xa7,0xff,0x57,0xff,0xe5,0x02,0x6b,0xfd,}; -DEFINE_TENSOR(layer_282_convolution_bias, 24, layer_282_convolution_bias_data, 1.000000) +0xb7,0xff,0xff,0xff,0xa0,0x00,0x00,0x00,0x31,0xff,0xff,0xff,0xec,0xff,0xff,0xff,0xf3,0x00,0x00,0x00,0x53,0xff,0xff,0xff,0x75,0x00,0x00,0x00,0x88,0x00,0x00,0x00, +0xa8,0xff,0xff,0xff,0x58,0xff,0xff,0xff,0xe1,0x02,0x00,0x00,0x6f,0xfd,0xff,0xff,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_282_convolution_bias, 4, 4, 48, layer_282_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_282_convolution_filters_data[] = { 0xc6,0xf2,0xeb,0xf0,0x80,0x08,0x86,0xfa,0x88,0xf4,0xc7,0x05,0x93,0xf9,0xbc,0x0f,0x6a,0xf3,0x7e,0x07,0x52,0x11,0x86,0x00,0xab,0x04,0xc7,0x05,0xd9,0x11,0x72,0xf0, @@ -12934,16 +13515,34 @@ static const unsigned char layer_282_convolution_filters_data[] = { 0x6e,0xfd,0x37,0x01,0x49,0xf7,0x9b,0xe8,0xdd,0x25,0xdf,0xe9,0x6b,0xf9,0xe2,0xd9,0xe0,0xf7,0xbb,0xff,0x23,0xec,0xcc,0x14,0xfa,0xe4,0x40,0xed,0xc4,0xef,0x63,0x07, 0xee,0xef,0xda,0x05,0x32,0x12,0xc4,0x14,0x79,0xfd,0xd9,0x33,0x28,0xf9,0x8b,0xf0,0x39,0xe1,0xaa,0xec,0x4b,0xf1,0x01,0xff,0xfe,0xfc,0xd7,0xe8,0xf5,0x30,0x42,0xfc, 0x6e,0x00,0xeb,0xf9,0xf8,0x0c,0x9e,0x05,0x87,0x07,0xcc,0xd4,0xfe,0xfb,0xd1,0xea,0x54,0xeb,0x27,0xf1,0xb8,0xfa,0xc4,0xef,0x09,0x09,0x14,0x5c,0x7d,0xf3,0xe0,0x11, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_282_convolution_filters, 1536, layer_282_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_282_convolution_filters, 2, 3, 1536, layer_282_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_282_convolution_requantize_data[] = { +0x8f,0x00,0x90,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_282_convolution_requantize, 4, 1, 4, layer_282_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_284_convolution_bias_data[] = { -0x64,0x01,0x35,0x02,0xe1,0xfe,0xad,0x05,0xd9,0x00,0x65,0xff,0x93,0xff,0x62,0xfe,0xd2,0x01,0x45,0x02,0x7d,0x04,0x4e,0xff,0x46,0x00,0x6b,0xff,0x72,0xff,0x8a,0xfe, -0x82,0x04,0x74,0xff,0xfe,0x01,0xcb,0x05,0xa7,0x03,0x61,0xff,0xd0,0x01,0x39,0x01,0xed,0xfe,0xb5,0xff,0xfe,0x02,0x2c,0x03,0x07,0xff,0x28,0x00,0xb1,0xfe,0xb5,0xff, -0xfc,0xfe,0xb9,0xff,0x5b,0xff,0x69,0xff,0x5f,0xff,0x02,0xff,0x55,0xff,0xeb,0xfe,0xf9,0xfe,0x71,0xff,0xb5,0x04,0xbf,0x01,0x5c,0xff,0x37,0x02,0x95,0xfe,0x37,0xff, -0x22,0x00,0x0e,0xff,0xff,0xfe,0xbd,0xfe,0xb5,0xfe,0x4b,0x01,0x7a,0x02,0xeb,0x00,0x26,0x01,0x37,0xff,0xe0,0xfe,0x32,0xfe,0x81,0x03,0x90,0xff,0xc5,0x03,0xc0,0x01, +0xd1,0x01,0x00,0x00,0xe2,0x02,0x00,0x00,0x89,0xfe,0xff,0xff,0x69,0x07,0x00,0x00,0x1c,0x01,0x00,0x00,0x36,0xff,0xff,0xff,0x72,0xff,0xff,0xff,0xe3,0xfd,0xff,0xff, +0x61,0x02,0x00,0x00,0xf7,0x02,0x00,0x00,0xdd,0x05,0x00,0x00,0x18,0xff,0xff,0xff,0x5c,0x00,0x00,0x00,0x3d,0xff,0xff,0xff,0x46,0xff,0xff,0xff,0x17,0xfe,0xff,0xff, +0xe4,0x05,0x00,0x00,0x49,0xff,0xff,0xff,0x9a,0x02,0x00,0x00,0x90,0x07,0x00,0x00,0xc5,0x04,0x00,0x00,0x30,0xff,0xff,0xff,0x5e,0x02,0x00,0x00,0x99,0x01,0x00,0x00, +0x99,0xfe,0xff,0xff,0x9e,0xff,0xff,0xff,0xe8,0x03,0x00,0x00,0x25,0x04,0x00,0x00,0xbb,0xfe,0xff,0xff,0x34,0x00,0x00,0x00,0x4a,0xfe,0xff,0xff,0x9f,0xff,0xff,0xff, +0xad,0xfe,0xff,0xff,0xa3,0xff,0xff,0xff,0x28,0xff,0xff,0xff,0x3b,0xff,0xff,0xff,0x2e,0xff,0xff,0xff,0xb4,0xfe,0xff,0xff,0x21,0xff,0xff,0xff,0x96,0xfe,0xff,0xff, +0xa9,0xfe,0xff,0xff,0x45,0xff,0xff,0xff,0x25,0x06,0x00,0x00,0x48,0x02,0x00,0x00,0x29,0xff,0xff,0xff,0xe4,0x02,0x00,0x00,0x26,0xfe,0xff,0xff,0xf9,0xfe,0xff,0xff, +0x2c,0x00,0x00,0x00,0xc4,0xfe,0xff,0xff,0xb1,0xfe,0xff,0xff,0x5b,0xfe,0xff,0xff,0x50,0xfe,0xff,0xff,0xb1,0x01,0x00,0x00,0x3c,0x03,0x00,0x00,0x33,0x01,0x00,0x00, +0x80,0x01,0x00,0x00,0xf9,0xfe,0xff,0xff,0x88,0xfe,0xff,0xff,0xa5,0xfd,0xff,0xff,0x94,0x04,0x00,0x00,0x6e,0xff,0xff,0xff,0xed,0x04,0x00,0x00,0x4a,0x02,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_284_convolution_bias, 128, layer_284_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_284_convolution_bias, 4, 4, 256, layer_284_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_284_convolution_filters_data[] = { 0x9b,0xd5,0x60,0xfa,0x7a,0x11,0x75,0xd9,0xbb,0x13,0x65,0xf0,0xfa,0xf5,0x9d,0xd7,0x24,0xf8,0x32,0x06,0xfb,0x18,0x01,0xf7,0x95,0x42,0x8c,0x29,0x0c,0xd2,0x57,0xdf, @@ -12982,12 +13581,26 @@ static const unsigned char layer_284_convolution_filters_data[] = { 0x99,0x1d,0x17,0x15,0xb4,0x0d,0xa1,0x1e,0x3a,0x17,0x83,0xce,0xab,0xd9,0x36,0xea,0xd0,0x29,0xa5,0xd9,0x2f,0xdf,0xc8,0x27,0x30,0x21,0x3e,0x18,0xbe,0x43,0x52,0xec, 0x41,0x17,0x00,0xf3,0x24,0x19,0x45,0xcc,0xb6,0xdf,0x6e,0xf8,0x91,0x25,0x9b,0x0b,0x43,0xd4,0x45,0x13,0xa4,0x2e,0xdc,0x32,0x11,0xf0,0x70,0x32,0x87,0x20,0x05,0x03, 0x87,0xea,0x6f,0x15,0xcf,0x27,0x5e,0xf4,0x9f,0x31,0x69,0xf1,0x30,0xf1,0x4c,0x18,0x8d,0xfa,0xc2,0x08,0x42,0x3e,0x64,0x34,0xca,0x05,0x05,0x0d,0x94,0xea,0x87,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_284_convolution_filters, 1152, layer_284_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_284_convolution_filters, 2, 3, 1152, layer_284_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_284_convolution_requantize_data[] = { +0x50,0x0c,0x79,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_284_convolution_requantize, 4, 1, 4, layer_284_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_286_convolution_bias_data[] = { -0x66,0x04,0xa3,0xfc,0xef,0x03,0x52,0xfc,0xf2,0x03,0xfd,0xfb,}; -DEFINE_TENSOR(layer_286_convolution_bias, 12, layer_286_convolution_bias_data, 1.000000) +0x7e,0x05,0x00,0x00,0xcc,0xfb,0xff,0xff,0xea,0x04,0x00,0x00,0x68,0xfb,0xff,0xff,0xed,0x04,0x00,0x00,0xfd,0xfa,0xff,0xff,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_286_convolution_bias, 4, 4, 24, layer_286_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_286_convolution_filters_data[] = { 0x3b,0x02,0x36,0x14,0x6a,0x09,0x06,0x60,0xfd,0x08,0x35,0x0f,0x99,0x0e,0x93,0x02,0xf4,0x25,0x70,0x1f,0x28,0x2f,0xb8,0x07,0x64,0x0f,0xdd,0xf3,0x4e,0xf9,0x84,0xfa, @@ -13014,16 +13627,34 @@ static const unsigned char layer_286_convolution_filters_data[] = { 0xae,0xb6,0xb7,0x02,0xa8,0xdc,0x81,0xaf,0x47,0xc7,0x4a,0x0c,0xf6,0xfa,0x51,0xef,0x31,0xd8,0x2b,0x0f,0x00,0xe1,0x4b,0xe1,0xbf,0xf0,0xc1,0xd9,0x28,0x0b,0xc3,0x04, 0x38,0xfc,0x39,0xf2,0x13,0xf9,0x19,0x10,0x57,0xee,0x1f,0xf4,0x32,0x0a,0x3c,0x34,0x2d,0x49,0xa6,0x03,0x81,0xd3,0xd8,0xef,0xef,0x18,0x64,0xee,0xf2,0xfe,0x0e,0xf8, 0x8c,0x00,0xe6,0xf7,0xf8,0xfe,0x68,0x07,0x92,0xf3,0xd8,0xf1,0x8c,0xfd,0x82,0xe9,0xbe,0xed,0xf8,0xfb,0x57,0x1f,0xd7,0x07,0x79,0xc7,0x78,0x18,0xcb,0xcf,0xd4,0x1e, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_286_convolution_filters, 768, layer_286_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_286_convolution_filters, 2, 3, 768, layer_286_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_286_convolution_requantize_data[] = { +0xb4,0x7c,0xa8,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_286_convolution_requantize, 4, 1, 4, layer_286_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_288_convolution_bias_data[] = { -0x2a,0x01,0xb2,0x00,0x42,0xff,0xca,0x01,0xe0,0xff,0xdd,0xfe,0x25,0x01,0x7f,0x01,0x78,0xff,0xab,0x01,0xb6,0x00,0x25,0x00,0xaf,0x00,0x80,0x00,0xfb,0xff,0x4d,0xff, -0x07,0x01,0x67,0x01,0xe1,0x00,0x84,0x01,0x63,0x02,0xf9,0xff,0xd5,0x01,0x26,0xff,0xfb,0x00,0xc8,0xfe,0x4c,0xff,0x59,0x02,0x46,0xff,0xa0,0xfe,0x02,0x00,0x02,0x01, -0x6b,0xff,0x55,0x02,0xec,0x01,0xf7,0xff,0x32,0xff,0xf4,0xff,0x20,0x02,0x5c,0xff,0x47,0x00,0xbe,0xfe,0xda,0xff,0xb1,0xff,0x86,0x01,0x44,0x01,0x32,0x00,0x35,0xff, -0xee,0xfe,0xca,0xff,0x29,0x00,0xa5,0xff,0x69,0x01,0xbb,0x00,0xd5,0x00,0x3e,0x00,0x06,0xff,0xe9,0x00,0x5d,0xff,0x01,0x00,0x5c,0x01,0xbf,0x01,0x69,0x00,0x6e,0x00, +0xf1,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,0xc4,0xfe,0xff,0xff,0xfb,0x02,0x00,0x00,0xcb,0xff,0xff,0xff,0x1a,0xfe,0xff,0xff,0xe8,0x01,0x00,0x00,0x7f,0x02,0x00,0x00, +0x1e,0xff,0xff,0xff,0xc8,0x02,0x00,0x00,0x2f,0x01,0x00,0x00,0x3e,0x00,0x00,0x00,0x23,0x01,0x00,0x00,0xd6,0x00,0x00,0x00,0xf7,0xff,0xff,0xff,0xd6,0xfe,0xff,0xff, +0xb7,0x01,0x00,0x00,0x57,0x02,0x00,0x00,0x78,0x01,0x00,0x00,0x87,0x02,0x00,0x00,0xfb,0x03,0x00,0x00,0xf5,0xff,0xff,0xff,0x0e,0x03,0x00,0x00,0x94,0xfe,0xff,0xff, +0xa3,0x01,0x00,0x00,0xf8,0xfd,0xff,0xff,0xd3,0xfe,0xff,0xff,0xea,0x03,0x00,0x00,0xca,0xfe,0xff,0xff,0xb4,0xfd,0xff,0xff,0x03,0x00,0x00,0x00,0xae,0x01,0x00,0x00, +0x07,0xff,0xff,0xff,0xe3,0x03,0x00,0x00,0x34,0x03,0x00,0x00,0xf2,0xff,0xff,0xff,0xa9,0xfe,0xff,0xff,0xec,0xff,0xff,0xff,0x8b,0x03,0x00,0x00,0xef,0xfe,0xff,0xff, +0x77,0x00,0x00,0x00,0xe6,0xfd,0xff,0xff,0xc1,0xff,0xff,0xff,0x7c,0xff,0xff,0xff,0x8a,0x02,0x00,0x00,0x1d,0x02,0x00,0x00,0x53,0x00,0x00,0x00,0xae,0xfe,0xff,0xff, +0x37,0xfe,0xff,0xff,0xa6,0xff,0xff,0xff,0x44,0x00,0x00,0x00,0x69,0xff,0xff,0xff,0x5b,0x02,0x00,0x00,0x37,0x01,0x00,0x00,0x63,0x01,0x00,0x00,0x67,0x00,0x00,0x00, +0x5f,0xfe,0xff,0xff,0x85,0x01,0x00,0x00,0xf0,0xfe,0xff,0xff,0x02,0x00,0x00,0x00,0x44,0x02,0x00,0x00,0xe9,0x02,0x00,0x00,0xaf,0x00,0x00,0x00,0xb7,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_288_convolution_bias, 128, layer_288_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_288_convolution_bias, 4, 4, 256, layer_288_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_288_convolution_filters_data[] = { 0x5c,0x0c,0x87,0x05,0x13,0xe4,0xa7,0x21,0x42,0xf2,0xf3,0x0b,0xcd,0x67,0xf3,0x33,0x16,0x31,0xb1,0x3c,0x52,0x26,0x3c,0x31,0x2c,0x15,0xb5,0x05,0x88,0x1d,0x6b,0x36, @@ -13062,13 +13693,29 @@ static const unsigned char layer_288_convolution_filters_data[] = { 0x62,0x1d,0x2d,0xfd,0x29,0xd9,0x1f,0x14,0x59,0xee,0x5c,0xe7,0x26,0x0e,0x29,0x0d,0xea,0xe0,0x06,0x14,0xc4,0xd6,0x5f,0x0f,0x19,0x18,0x0f,0x29,0xa7,0x73,0x4f,0x27, 0xc0,0x47,0x87,0x65,0xd7,0x0f,0xdd,0x1c,0x55,0x55,0x13,0x01,0xca,0x2e,0xcf,0xfd,0x72,0x22,0x88,0x13,0xdd,0xf2,0xe0,0x1f,0x06,0x36,0x7e,0x44,0x99,0x09,0x33,0xe0, 0xb8,0xda,0x7c,0xfd,0x1d,0xd3,0xba,0xff,0x6a,0xf4,0x94,0x1f,0xc2,0xfa,0x59,0xe4,0xed,0xd9,0x78,0xe9,0x94,0x16,0xac,0xf6,0xba,0x19,0xa4,0x2e,0x0a,0xf3,0xe1,0xdb, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_288_convolution_filters, 1152, layer_288_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_288_convolution_filters, 2, 3, 1152, layer_288_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_288_convolution_requantize_data[] = { +0x86,0x0e,0x89,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_288_convolution_requantize, 4, 1, 4, layer_288_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_290_convolution_bias_data[] = { -0x5b,0x00,0xe1,0xff,0x2e,0x00,0xf0,0xff,0x10,0x00,0xe9,0xff,0x3f,0x00,0xdf,0xff,0x0d,0x00,0x9c,0xff,0x98,0x00,0x0e,0x00,0x79,0x00,0xf7,0xff,0xe6,0xff,0xe7,0xff, -0x3c,0xff,0x18,0xff,0x8d,0x00,0x31,0xff,0x3b,0x01,0x93,0x00,0xbd,0xfe,0xec,0x00,}; -DEFINE_TENSOR(layer_290_convolution_bias, 48, layer_290_convolution_bias_data, 1.000000) +0x60,0x00,0x00,0x00,0xdf,0xff,0xff,0xff,0x30,0x00,0x00,0x00,0xf0,0xff,0xff,0xff,0x11,0x00,0x00,0x00,0xe7,0xff,0xff,0xff,0x42,0x00,0x00,0x00,0xdd,0xff,0xff,0xff, +0x0e,0x00,0x00,0x00,0x97,0xff,0xff,0xff,0xa0,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x7f,0x00,0x00,0x00,0xf7,0xff,0xff,0xff,0xe5,0xff,0xff,0xff,0xe6,0xff,0xff,0xff, +0x31,0xff,0xff,0xff,0x0b,0xff,0xff,0xff,0x95,0x00,0x00,0x00,0x26,0xff,0xff,0xff,0x4c,0x01,0x00,0x00,0x9b,0x00,0x00,0x00,0xab,0xfe,0xff,0xff,0xf9,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_290_convolution_bias, 4, 4, 96, layer_290_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_290_convolution_filters_data[] = { 0xfc,0xfb,0xe3,0xef,0xb3,0x09,0xbb,0x02,0xb7,0x00,0x99,0x0c,0x61,0x0a,0x52,0x05,0xce,0x04,0xb8,0xf1,0xc9,0xfb,0x5a,0xf3,0xaa,0xf3,0x11,0xf4,0x84,0xff,0xbd,0x08, @@ -13167,20 +13814,42 @@ static const unsigned char layer_290_convolution_filters_data[] = { 0x0c,0x06,0x44,0x03,0xf9,0x03,0x09,0x13,0x47,0x0d,0x06,0x02,0x6c,0x01,0x19,0x19,0x2d,0x1a,0x13,0xf9,0x23,0xfc,0xc5,0x31,0x48,0x0e,0x88,0xf3,0xfd,0x01,0xfb,0x0d, 0x61,0x0c,0xdd,0x50,0xd9,0xfa,0x34,0x14,0xa2,0xf9,0xd5,0x28,0x4f,0xf7,0x05,0x0a,0x7f,0xeb,0x95,0xf1,0x8d,0xf8,0xd3,0x26,0xf6,0xef,0xf2,0xf7,0x33,0xf8,0x9f,0xf9, 0x64,0xff,0x9a,0x0d,0x29,0xf9,0xaf,0x0e,0x63,0x07,0x50,0xe3,0xff,0xfd,0x7f,0xfc,0xf3,0x01,0x31,0x02,0xb4,0x03,0xc9,0x0f,0xb1,0x0a,0x6b,0xe4,0x95,0x06,0xb4,0x04, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_290_convolution_filters, 3072, layer_290_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_290_convolution_filters, 2, 3, 3072, layer_290_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_290_convolution_requantize_data[] = { +0xdc,0x79,0x1d,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_292_convolution_bias, 256, layer_292_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_292_convolution_bias, 4, 4, 512, layer_292_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_292_convolution_filters_data[] = { 0x7e,0x38,0x8f,0xf3,0xb6,0x25,0x3b,0x10,0x2c,0xe7,0x62,0x19,0x2b,0x33,0x21,0xf8,0x68,0xe1,0xba,0x0d,0xfc,0xc8,0xcd,0x05,0x7f,0xce,0x6e,0xc8,0x28,0xf0,0x39,0x3e, @@ -13255,12 +13924,27 @@ static const unsigned char layer_292_convolution_filters_data[] = { 0xea,0xe7,0x4a,0xc6,0x1e,0x27,0x9d,0x14,0xf0,0x37,0x9f,0xc6,0x88,0x37,0x51,0x06,0x85,0xdf,0xbc,0xe4,0x43,0xe9,0x5a,0x34,0xb4,0x2a,0x2c,0x09,0xea,0xc6,0x73,0x26, 0x61,0x39,0x7a,0x11,0x1b,0x2e,0x69,0xef,0x9f,0x44,0xe1,0x44,0xe4,0x27,0xa6,0xf9,0x8b,0xe7,0x68,0x1f,0x00,0x02,0xec,0x01,0x8c,0x24,0xfd,0x00,0xe7,0xce,0xba,0xde, 0x79,0xe4,0xfb,0x1e,0xfe,0xee,0xc4,0xc8,0xd1,0xbf,0xcd,0xc9,0x4e,0x24,0x38,0x41,0xc0,0x19,0xe9,0xfb,0x18,0x1f,0x31,0x27,0x68,0x3f,0x57,0x3b,0x23,0x1c,0x8e,0xfc, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_292_convolution_filters, 2304, layer_292_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_292_convolution_filters, 2, 3, 2304, layer_292_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_292_convolution_requantize_data[] = { +0xbc,0xf1,0x6e,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_292_convolution_requantize, 4, 1, 4, layer_292_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_294_convolution_bias_data[] = { -0x07,0x00,0x41,0x00,0x6e,0x02,0xd2,0xff,0xe9,0x00,0xb5,0x00,0x6f,0x03,0xc1,0xfd,}; -DEFINE_TENSOR(layer_294_convolution_bias, 16, layer_294_convolution_bias_data, 1.000000) +0x07,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x5f,0x02,0x00,0x00,0xd3,0xff,0xff,0xff,0xe3,0x00,0x00,0x00,0xb1,0x00,0x00,0x00,0x5a,0x03,0x00,0x00,0xcf,0xfd,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_294_convolution_bias, 4, 4, 32, layer_294_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_294_convolution_filters_data[] = { 0x0a,0x01,0x37,0x07,0xab,0x08,0x3e,0xcf,0x54,0xf6,0x0d,0xf9,0x52,0x20,0x54,0x1f,0x53,0x05,0xf5,0xf2,0x89,0x0a,0x0c,0x11,0x18,0xfb,0x97,0x04,0x18,0x06,0x71,0x08, @@ -13327,20 +14011,42 @@ static const unsigned char layer_294_convolution_filters_data[] = { 0xaa,0x33,0x14,0xfb,0xe9,0xcc,0xc0,0x03,0xa5,0x05,0x64,0x2b,0x56,0x0b,0xac,0xf1,0x71,0x0a,0x75,0x0e,0x6e,0xf7,0x14,0xfa,0xcb,0xe4,0x79,0xf9,0x77,0xef,0xc7,0x13, 0x9d,0x0b,0xf8,0xf4,0x60,0x0b,0xb2,0xfd,0xa2,0x1d,0x62,0xd1,0xb2,0x09,0xe4,0xf9,0x09,0xef,0x56,0xef,0xbc,0x1b,0xb8,0xb1,0x53,0x28,0xcc,0xe7,0xe5,0xea,0x52,0xf8, 0xd3,0x15,0x82,0x0d,0x85,0xbc,0xbc,0x03,0xe7,0x24,0x50,0x0a,0x86,0x11,0x43,0xe3,0xa5,0x05,0x85,0x00,0x05,0xef,0xe2,0xfd,0x1a,0xfe,0x86,0xe2,0x09,0x0d,0x0b,0x02, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_294_convolution_filters, 2048, layer_294_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_294_convolution_filters, 2, 3, 2048, layer_294_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_294_convolution_requantize_data[] = { +0x3f,0xed,0x55,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_296_convolution_bias, 256, layer_296_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_296_convolution_bias, 4, 4, 512, layer_296_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_296_convolution_filters_data[] = { 0xf2,0x0d,0x2d,0x1f,0xe1,0x2b,0x96,0x2f,0x84,0xe8,0xe9,0x00,0x4b,0xee,0x0b,0xec,0x2e,0xf2,0xce,0xf6,0x36,0xe4,0x76,0xea,0xf7,0xd5,0xdb,0xe4,0xc7,0xdf,0xfc,0xe3, @@ -13415,12 +14121,26 @@ static const unsigned char layer_296_convolution_filters_data[] = { 0x67,0xff,0x0e,0xdf,0x81,0x15,0x22,0xee,0xab,0x1b,0xd3,0x0a,0xae,0xe5,0xc1,0x0e,0x5c,0xed,0x07,0x16,0x70,0x0b,0xf7,0xe8,0x6c,0x17,0xed,0x0c,0x96,0x10,0x47,0x25, 0xe9,0x23,0x3e,0xfb,0xbc,0x36,0x80,0xff,0x95,0x14,0x93,0x16,0xab,0x21,0xa2,0xd1,0x60,0x6c,0xea,0x28,0x74,0xcc,0x94,0x44,0xe3,0x29,0xd2,0xea,0x62,0x0e,0x71,0x03, 0x66,0x0d,0x38,0x11,0xa9,0x0d,0x7d,0x35,0x48,0xe5,0x8f,0x23,0x7b,0xf9,0x64,0x22,0xdc,0xfb,0x6e,0xfa,0xb9,0xda,0x3f,0xf1,0x45,0x27,0xcf,0xe4,0xe5,0xf5,0xb6,0xd6, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_296_convolution_filters, 2304, layer_296_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_296_convolution_filters, 2, 3, 2304, layer_296_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_296_convolution_requantize_data[] = { +0x13,0x80,0x8c,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_296_convolution_requantize, 4, 1, 4, layer_296_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_298_convolution_bias_data[] = { -0xe8,0x03,0xf6,0xfc,0xa1,0x02,0xb4,0xfc,}; -DEFINE_TENSOR(layer_298_convolution_bias, 8, layer_298_convolution_bias_data, 1.000000) +0x29,0x05,0x00,0x00,0xfd,0xfb,0xff,0xff,0x79,0x03,0x00,0x00,0xa6,0xfb,0xff,0xff,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_298_convolution_bias, 4, 4, 16, layer_298_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_298_convolution_filters_data[] = { 0x42,0x1d,0x63,0xf8,0xa4,0x2e,0x47,0xfe,0xa2,0x02,0xaf,0x4b,0x9c,0x6f,0x63,0x60,0x96,0x1b,0x1f,0x08,0x95,0xfe,0x5c,0xe5,0x41,0x09,0x3f,0x2b,0x57,0x16,0x2f,0xf7, @@ -13455,20 +14175,42 @@ static const unsigned char layer_298_convolution_filters_data[] = { 0x6d,0xee,0xf2,0xf7,0x03,0xe2,0x52,0xef,0xc0,0x14,0xc2,0xf5,0x73,0xe2,0xd6,0xf7,0xb0,0xcf,0x68,0xe1,0xf7,0xf4,0x05,0xf6,0x40,0xd7,0x2a,0xc9,0xff,0xea,0xfd,0xe5, 0xe1,0xe3,0x86,0x65,0x46,0xbf,0x78,0xfe,0x11,0xf1,0xc2,0xf7,0x55,0x17,0x34,0xbb,0x37,0x34,0xb2,0x31,0xe4,0xf6,0x7f,0x1a,0x84,0xfa,0x54,0x18,0xe3,0xee,0xab,0x03, 0xd7,0x15,0xe0,0xf2,0x30,0xf4,0xfa,0xc3,0xff,0xee,0xa5,0x05,0x22,0xe6,0x71,0xe9,0x67,0xf2,0x15,0xfd,0x5b,0x09,0x98,0xf8,0x46,0xe3,0x59,0x9b,0xbd,0xec,0xce,0xf3, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_298_convolution_filters, 1024, layer_298_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_298_convolution_filters, 2, 3, 1024, layer_298_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_298_convolution_requantize_data[] = { +0x1d,0x42,0x80,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_298_convolution_requantize, 4, 1, 4, layer_298_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_300_convolution_bias_data[] = { -0x45,0x01,0xf9,0x00,0x5f,0x01,0x9a,0x00,0xaf,0x02,0x06,0xff,0x6f,0xfe,0x09,0xff,0x7c,0xfe,0xb6,0xfe,0x35,0x02,0x21,0xff,0x76,0xfd,0xd5,0x01,0x23,0xfe,0x3a,0xfe, -0xca,0xfd,0x22,0xff,0x05,0x00,0x97,0xff,0x57,0x00,0x91,0xfe,0x5a,0x05,0x33,0x04,0xe5,0x01,0xa8,0xff,0xe2,0xff,0x5b,0x02,0x7a,0x03,0xa4,0x01,0x34,0x00,0x5c,0x01, -0xdb,0xff,0xe4,0xfd,0x31,0x02,0x2a,0xff,0xc9,0x02,0xd2,0x00,0x76,0x02,0x89,0x00,0x3f,0x02,0x4a,0x00,0xee,0xfd,0x28,0xff,0xff,0xff,0x03,0x00,0xed,0x01,0xe4,0x01, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_300_convolution_bias, 256, layer_300_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_300_convolution_bias, 4, 4, 512, layer_300_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_300_convolution_filters_data[] = { 0x71,0xe0,0x92,0x13,0x37,0x26,0xc6,0x25,0xe9,0x1e,0xc6,0xdd,0x6a,0x0d,0xcc,0xdd,0x3e,0xf0,0x2f,0x40,0xb0,0x22,0x30,0x2f,0xa4,0x23,0x7b,0x06,0x2f,0x0d,0x02,0x09, @@ -13543,13 +14285,28 @@ static const unsigned char layer_300_convolution_filters_data[] = { 0xf4,0x17,0xe7,0x14,0x64,0x07,0xb0,0xe3,0x9d,0xf4,0x9e,0xe4,0x5f,0x03,0xb1,0x0d,0x1d,0x28,0x29,0x11,0x83,0x07,0xee,0xf3,0xd2,0xf9,0xa3,0xf0,0x32,0x11,0xe9,0xd7, 0x4a,0xdc,0x06,0xe0,0x3b,0xf0,0xb1,0x0d,0x10,0x00,0x00,0xf0,0x70,0xe1,0x8a,0x00,0x3a,0xda,0xc6,0x07,0xde,0x10,0x56,0x0c,0xbd,0x11,0xca,0x27,0x87,0x2a,0xed,0x07, 0xc8,0x01,0xd6,0x06,0xd5,0xe1,0xc1,0x1b,0xfe,0xff,0x91,0xe5,0x89,0xec,0x20,0x09,0x1d,0x31,0xa2,0x1e,0x82,0x10,0x4b,0x33,0x98,0x32,0xf4,0x2f,0xd3,0x1b,0x4e,0x1e, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_300_convolution_filters, 2304, layer_300_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_300_convolution_filters, 2, 3, 2304, layer_300_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_300_convolution_requantize_data[] = { +0xdb,0x78,0x9a,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_300_convolution_requantize, 4, 1, 4, layer_300_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_302_convolution_bias_data[] = { -0x7d,0xff,0xc9,0xff,0xb4,0x00,0xbc,0xff,0x94,0x00,0xd8,0xff,0x62,0xff,0xa2,0x00,0x6b,0xfe,0xbc,0xfe,0xd8,0x01,0x0b,0xff,0x96,0x01,0x16,0x01,0x3a,0xfe,0x29,0x01, +0x74,0xff,0xff,0xff,0xc6,0xff,0xff,0xff,0xc1,0x00,0x00,0x00,0xb8,0xff,0xff,0xff,0x9e,0x00,0x00,0x00,0xd5,0xff,0xff,0xff,0x57,0xff,0xff,0xff,0xad,0x00,0x00,0x00, +0x4f,0xfe,0xff,0xff,0xa5,0xfe,0xff,0xff,0xf8,0x01,0x00,0x00,0xfb,0xfe,0xff,0xff,0xb1,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x1b,0xfe,0xff,0xff,0x3d,0x01,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_302_convolution_bias, 32, layer_302_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_302_convolution_bias, 4, 4, 64, layer_302_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_302_convolution_filters_data[] = { 0x87,0xff,0x0a,0xfa,0x51,0x02,0x93,0xf9,0x5c,0x0c,0x32,0xfc,0x85,0xfe,0xec,0xf8,0xb7,0x02,0x74,0x01,0x40,0xf4,0x43,0x05,0x7e,0xf8,0x70,0x88,0x17,0xfe,0xd3,0xff, @@ -13680,28 +14437,58 @@ static const unsigned char layer_302_convolution_filters_data[] = { 0x8b,0x1a,0xd8,0x14,0xad,0x00,0x55,0x07,0xd0,0x04,0x5e,0xfc,0xe7,0x08,0xc3,0x3a,0x77,0x03,0x5c,0xfe,0x86,0xf8,0x57,0xfe,0xb1,0x14,0x49,0x09,0x8c,0x17,0x15,0xfc, 0x99,0xf9,0xf4,0x00,0xf9,0x00,0x0f,0xf8,0x8e,0xff,0x80,0x00,0xa1,0xff,0x1f,0x07,0xaf,0xeb,0xb4,0x05,0x77,0xdc,0x96,0x03,0x73,0xfe,0x52,0xea,0x32,0x05,0xfd,0xfa, 0xf3,0x00,0x64,0xfb,0x18,0x07,0xa3,0x08,0x6e,0x03,0x4d,0xf6,0xcd,0x0b,0x3e,0x03,0xda,0xf6,0xf1,0x01,0x6a,0xfb,0xac,0x07,0x01,0xfa,0xd2,0xfa,0x7e,0x0d,0xbf,0x04, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_302_convolution_filters, 4096, layer_302_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_302_convolution_filters, 2, 3, 4096, layer_302_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_302_convolution_requantize_data[] = { 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_304_convolution_bias, 512, layer_304_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_304_convolution_bias, 4, 4, 1024, layer_304_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_304_convolution_filters_data[] = { 0x84,0xee,0x9b,0xfe,0xcd,0x30,0xee,0x1e,0xc6,0x23,0x02,0x35,0x99,0x1e,0xb0,0x3b,0x6c,0x12,0x4e,0x12,0x74,0xf4,0xe5,0xe4,0xb6,0xed,0xe3,0xd8,0x46,0x33,0xed,0xec, @@ -13848,12 +14635,27 @@ static const unsigned char layer_304_convolution_filters_data[] = { 0xe3,0x19,0x25,0x06,0x76,0x5f,0xdc,0x14,0xeb,0x38,0x28,0x6d,0x83,0x1e,0xdd,0x2e,0x68,0x65,0x2e,0xe5,0x2c,0xea,0x04,0x28,0x48,0xf3,0x0b,0xd3,0x8e,0xf2,0x00,0x0c, 0x4d,0xe0,0xec,0x1a,0x2c,0xf2,0x1e,0xff,0xa9,0x3d,0xa0,0x1c,0xff,0x3e,0x09,0x02,0xd0,0x46,0xe0,0x24,0xa9,0x2c,0xe8,0x1a,0x64,0x1b,0x6a,0x37,0xa2,0x18,0xf1,0xd2, 0xc7,0x36,0x2d,0xec,0x3a,0xe5,0xe3,0xe0,0x8f,0xe3,0x9d,0x1e,0xb5,0xd2,0x2c,0x33,0xc5,0xcf,0x3b,0x02,0x1d,0x1e,0x3c,0x19,0x1c,0x1c,0xd5,0x17,0x56,0x32,0xeb,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_304_convolution_filters, 4608, layer_304_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_304_convolution_filters, 2, 3, 4608, layer_304_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_304_convolution_requantize_data[] = { +0xea,0x94,0xab,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_304_convolution_requantize, 4, 1, 4, layer_304_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_306_convolution_bias_data[] = { -0x4e,0x00,0xc3,0x00,0x29,0x04,0x1d,0xfe,0xf2,0xfe,0xe1,0xff,0x7a,0x00,0x47,0xfa,}; -DEFINE_TENSOR(layer_306_convolution_bias, 16, layer_306_convolution_bias_data, 1.000000) +0x4e,0x00,0x00,0x00,0xc2,0x00,0x00,0x00,0x20,0x04,0x00,0x00,0x22,0xfe,0xff,0xff,0xf4,0xfe,0xff,0xff,0xe2,0xff,0xff,0xff,0x79,0x00,0x00,0x00,0x54,0xfa,0xff,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_306_convolution_bias, 4, 4, 32, layer_306_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_306_convolution_filters_data[] = { 0x6d,0x38,0xc8,0x07,0x88,0xbc,0x31,0x04,0xdc,0x14,0x29,0xfa,0x71,0xf9,0x88,0xfc,0x8a,0x03,0x59,0xf8,0xef,0xf1,0x97,0xfd,0x73,0x03,0x27,0x11,0x3a,0xe1,0xc7,0xf5, @@ -13984,28 +14786,58 @@ static const unsigned char layer_306_convolution_filters_data[] = { 0xa2,0xb0,0x4b,0xf5,0xce,0xb6,0x7f,0xfb,0x75,0xf8,0xba,0xea,0x9f,0xf0,0xd1,0x09,0x8f,0x01,0x98,0x00,0x6d,0x01,0x04,0xfa,0xda,0xe9,0x73,0xee,0x73,0xfe,0x20,0xfd, 0xe6,0xf7,0xc1,0x10,0x0a,0xfe,0x7e,0xf9,0x4c,0xfc,0xc5,0x00,0x22,0xe8,0x72,0xfa,0xfe,0x10,0xf8,0xff,0xc7,0xf6,0x25,0xf1,0x5e,0x07,0xc6,0x18,0x8a,0xf5,0x9b,0xf6, 0xe5,0xe8,0x87,0xf7,0x93,0x0b,0x43,0x06,0x80,0x0c,0xbc,0x04,0x3b,0xdc,0x98,0xee,0x80,0xf0,0x27,0x03,0x56,0xf4,0xc2,0x2b,0x94,0x08,0xe6,0xc9,0xcb,0xfd,0x80,0xf3, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_306_convolution_filters, 4096, layer_306_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_306_convolution_filters, 2, 3, 4096, layer_306_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_306_convolution_requantize_data[] = { +0x80,0x61,0x3a,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_306_convolution_requantize, 4, 1, 4, layer_306_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_308_convolution_bias_data[] = { 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0xd9,0x09,0xc5,0x33,0x5c,0x2f,0x76,0xd9,0x9a,0x11,0x4c,0xeb,0xa2,0x09,0x76,0xd7,0xa4,0xe4,0x28,0xd5,0x76,0xd9,0x3b,0x0d,0x07,0xfb,0x17,0xf0,0x57,0xf9,0x21,0xe5, @@ -14152,12 +14984,26 @@ static const unsigned char layer_308_convolution_filters_data[] = { 0x0d,0x20,0xa4,0xda,0xe1,0xfe,0x69,0x2a,0x9e,0xe0,0x97,0x1e,0x0a,0x0e,0x48,0x27,0x73,0xe6,0x9d,0x2c,0x86,0x13,0xdc,0x07,0xe5,0x2a,0xb8,0x24,0x82,0x02,0x5c,0xf7, 0xe5,0xfe,0xbf,0xdb,0x54,0x04,0x07,0xe5,0x2c,0x05,0x3e,0x19,0x63,0xd2,0x21,0x1d,0x9d,0x07,0xfa,0xcf,0x9e,0xde,0xec,0x29,0x21,0x28,0xc5,0x1d,0x84,0xda,0xc7,0xfa, 0xf9,0xfd,0x97,0x0d,0x90,0x2f,0xa1,0x13,0x94,0x0b,0xb2,0xd7,0x76,0xe5,0xe0,0xfb,0x5c,0xda,0xf3,0x1e,0x0b,0x0b,0x5c,0x04,0x35,0xd6,0x91,0xda,0xcc,0xf1,0xd7,0x01, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_308_convolution_requantize, 4, 1, 4, layer_308_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_310_convolution_bias_data[] = { -0x3a,0x04,0xbb,0xfb,0xb8,0x03,0x9b,0xfb,}; -DEFINE_TENSOR(layer_310_convolution_bias, 8, layer_310_convolution_bias_data, 1.000000) +0x08,0x04,0x00,0x00,0xee,0xfb,0xff,0xff,0x8b,0x03,0x00,0x00,0xcf,0xfb,0xff,0xff,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_310_convolution_bias, 4, 4, 16, layer_310_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_310_convolution_filters_data[] = { 0x39,0x0f,0x51,0xfe,0x47,0xf4,0xd5,0x05,0xaf,0xfe,0x7d,0xf3,0xae,0x0f,0x6e,0x1d,0xf0,0x05,0x99,0x22,0x64,0x17,0x07,0xfe,0x73,0x03,0x4f,0x10,0xf8,0x02,0x71,0x0a, @@ -14224,28 +15070,58 @@ static const unsigned char layer_310_convolution_filters_data[] = { 0xb1,0xdb,0x4f,0xf0,0xca,0x08,0x16,0xff,0x58,0xcf,0xb7,0xf4,0xbf,0xfd,0x3a,0x06,0x73,0xff,0x5d,0x21,0xa9,0xf7,0x97,0xfc,0x18,0xf3,0x36,0xf4,0x17,0x05,0xe0,0x04, 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+0xcd,0xf7,0x14,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_310_convolution_requantize, 4, 1, 4, layer_310_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_312_convolution_bias_data[] = { 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+0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_312_convolution_bias, 512, layer_312_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_312_convolution_bias, 4, 4, 1024, layer_312_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_312_convolution_filters_data[] = { 0x2f,0x04,0x47,0x28,0x07,0x65,0x4d,0x30,0x2e,0x4d,0x2e,0x6d,0xa1,0x2c,0x28,0x51,0x66,0x48,0xa4,0x36,0x13,0x2c,0x67,0x2c,0xbf,0x27,0x4a,0x46,0x36,0x3a,0x1a,0x14, @@ -14392,13 +15268,28 @@ static const unsigned char layer_312_convolution_filters_data[] = { 0x2a,0xde,0xa6,0x02,0x94,0xf6,0xa7,0x04,0x52,0x11,0xe1,0x6c,0x7a,0xff,0x2b,0x06,0xb5,0x49,0x30,0xee,0x64,0x0b,0x8a,0x36,0x56,0xe7,0x4a,0x22,0x00,0xf5,0x24,0xda, 0xc1,0x05,0x0f,0xf1,0x52,0xd3,0x99,0xdf,0xc6,0xf5,0x26,0x28,0x6d,0x14,0xb1,0xea,0x4a,0x01,0x86,0xe9,0xeb,0xd2,0xe6,0xef,0xd2,0x05,0x32,0xdf,0x65,0x27,0x7b,0xdc, 0x80,0x01,0x5a,0x0b,0x61,0xdc,0x24,0xde,0x14,0xd8,0x6c,0xdb,0x59,0xdb,0xbc,0xfc,0x02,0x04,0xc5,0xf9,0xdd,0xe9,0x60,0x3c,0xdf,0x4b,0x8f,0x25,0xe9,0x51,0x43,0x6a, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_312_convolution_filters, 4608, layer_312_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_312_convolution_filters, 2, 3, 4608, layer_312_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_312_convolution_requantize_data[] = { +0x24,0xeb,0xa7,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_312_convolution_requantize, 4, 1, 4, layer_312_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_314_convolution_bias_data[] = { -0xad,0xfe,0x28,0xff,0x54,0x01,0xe0,0xfe,0x97,0x01,0xbf,0x00,0x72,0xfe,0xc7,0x00,0xf3,0xfd,0x9b,0xfe,0x34,0x02,0xf8,0xfe,0x3a,0x02,0x20,0x01,0xf1,0xfd,0x38,0x01, +0x97,0xfe,0xff,0xff,0x1a,0xff,0xff,0xff,0x6a,0x01,0x00,0x00,0xce,0xfe,0xff,0xff,0xb1,0x01,0x00,0x00,0xcc,0x00,0x00,0x00,0x58,0xfe,0xff,0xff,0xd4,0x00,0x00,0x00, +0xd1,0xfd,0xff,0xff,0x85,0xfe,0xff,0xff,0x58,0x02,0x00,0x00,0xe7,0xfe,0xff,0xff,0x5f,0x02,0x00,0x00,0x32,0x01,0x00,0x00,0xd0,0xfd,0xff,0xff,0x4c,0x01,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_314_convolution_bias, 32, layer_314_convolution_bias_data, 1.000000) +DEFINE_TENSOR(layer_314_convolution_bias, 4, 4, 64, layer_314_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_314_convolution_filters_data[] = { 0x07,0x06,0x23,0xcb,0x48,0x03,0x08,0xf6,0x09,0xd4,0xf7,0xed,0x23,0xfc,0xa6,0x18,0x5b,0xa5,0xcc,0x04,0xb1,0xee,0x02,0xf5,0x12,0x03,0xce,0xf6,0x54,0xf6,0x1c,0x03, @@ -14657,12 +15548,27 @@ static const unsigned char layer_314_convolution_filters_data[] = { 0x0c,0xfe,0x3f,0xfa,0x90,0xfa,0x6a,0xfb,0xcb,0xfd,0x4c,0x02,0xa7,0xfa,0xeb,0x05,0x07,0x1b,0xa3,0x01,0x8f,0x01,0x40,0x00,0xac,0x0a,0xc1,0x0b,0xca,0xf9,0x1c,0x05, 0xa3,0x00,0x05,0xf8,0x8b,0xff,0x86,0x0d,0xbf,0x0b,0xf9,0x0a,0x24,0x00,0x3e,0xf4,0x08,0x08,0x43,0x05,0xb0,0x01,0x7e,0xfc,0x76,0xf5,0x33,0x12,0x24,0xf5,0x0d,0x0a, 0xdf,0xfe,0x9a,0xf6,0xbf,0xfb,0x78,0x02,0xad,0x02,0x8b,0xff,0xde,0xff,0xae,0xfa,0xe0,0x07,0xc8,0x06,0x06,0x02,0x45,0x06,0x4e,0xfb,0x2c,0x00,0x5a,0xf9,0x2f,0xff, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_314_convolution_filters, 8192, layer_314_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_314_convolution_filters, 2, 3, 8192, layer_314_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_314_convolution_requantize_data[] = { +0x4f,0x32,0xf8,0x36,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_314_convolution_requantize, 4, 1, 4, layer_314_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_316_convolution_bias_data[] = { -0xda,0xff,0x22,0x00,0xce,0xff,0xcf,0xfc,0x45,0x00,0xa0,0xff,0x90,0xfe,0xd4,0xfd,0xbd,0xff,0x51,0x00,0x02,0xff,0xf9,0xfe,}; -DEFINE_TENSOR(layer_316_convolution_bias, 24, layer_316_convolution_bias_data, 1.000000) +0xcf,0xff,0xff,0xff,0x2c,0x00,0x00,0x00,0xc0,0xff,0xff,0xff,0xea,0xfb,0xff,0xff,0x59,0x00,0x00,0x00,0x85,0xff,0xff,0xff,0x29,0xfe,0xff,0xff,0x38,0xfd,0xff,0xff, +0xab,0xff,0xff,0xff,0x68,0x00,0x00,0x00,0xba,0xfe,0xff,0xff,0xaf,0xfe,0xff,0xff,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_316_convolution_bias, 4, 4, 48, layer_316_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_316_convolution_filters_data[] = { 0x58,0x03,0xd4,0x06,0xb3,0xf8,0x0e,0xf7,0xf4,0xfe,0x91,0x05,0xf6,0xfe,0x24,0xef,0x91,0xfe,0x27,0xf7,0x3f,0xf5,0x0a,0x09,0x09,0xf4,0x01,0x05,0x66,0xea,0x3d,0x02, @@ -16393,12 +17299,26 @@ static const unsigned char layer_316_convolution_filters_data[] = { 0xc8,0x21,0xa6,0x15,0xb4,0x00,0xde,0x01,0x6d,0xfa,0xec,0xfd,0x71,0x15,0xef,0xed,0x79,0x09,0x2b,0x04,0xf6,0xdd,0x50,0xf5,0x20,0xf6,0x0b,0x0b,0xc8,0xf6,0xf1,0x22, 0xbe,0xed,0xbc,0xf1,0x0c,0x13,0x7d,0x0c,0x01,0xfd,0xfd,0xfd,0x05,0x16,0x68,0x11,0x73,0x09,0x5e,0xef,0x28,0xfe,0x53,0x03,0x2b,0xf7,0xad,0xfc,0xd1,0x03,0x01,0xfa, 0x96,0xe3,0xfa,0xf3,0xde,0x12,0xf3,0x0b,0x18,0xf8,0x7b,0xfc,0x9b,0xfa,0x76,0xe2,0x30,0x0f,0x8b,0x02,0xc4,0xf2,0xc4,0x01,0x9f,0xf8,0xe7,0xf0,0xf4,0x15,0xd2,0x0d, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_316_convolution_filters, 55296, layer_316_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_316_convolution_filters, 2, 3, 55296, layer_316_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_316_convolution_requantize_data[] = { +0xd0,0x76,0x3d,0x36,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_316_convolution_requantize, 4, 1, 4, layer_316_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_318_convolution_bias_data[] = { -0xfe,0x01,0xf1,0xfd,0x4b,0x02,0xc7,0xfd,0x43,0x02,0xc6,0xfd,}; -DEFINE_TENSOR(layer_318_convolution_bias, 12, layer_318_convolution_bias_data, 1.000000) +0xfd,0x01,0x00,0x00,0xf3,0xfd,0xff,0xff,0x49,0x02,0x00,0x00,0xc9,0xfd,0xff,0xff,0x41,0x02,0x00,0x00,0xc7,0xfd,0xff,0xff,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_318_convolution_bias, 4, 4, 24, layer_318_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_318_convolution_filters_data[] = { 0x2b,0x0a,0x1b,0x0a,0x76,0xff,0x36,0x06,0xbd,0x04,0x2e,0x03,0x57,0x04,0x0e,0x01,0x01,0x05,0x17,0x0a,0xa9,0x05,0x06,0xf1,0x64,0xfb,0x5f,0x08,0xbd,0x03,0xfa,0xfb, @@ -17265,13 +18185,29 @@ static const unsigned char layer_318_convolution_filters_data[] = { 0x8c,0xed,0xfc,0x06,0xd5,0x04,0x3f,0x07,0x40,0xf8,0xd0,0x03,0x00,0x10,0xd2,0xfc,0x7c,0x03,0x69,0x05,0xe6,0x02,0x22,0x0b,0x00,0xfe,0xcc,0xfd,0x00,0x03,0x9f,0x07, 0x61,0x05,0xe2,0xf8,0xc4,0xfd,0x2a,0x00,0x3a,0x08,0xe0,0xfa,0x69,0xf8,0x66,0xfa,0xdf,0x00,0x37,0xfe,0xe0,0xf9,0xa3,0xfa,0xe8,0x02,0xe5,0x00,0x2f,0x04,0xe8,0x02, 0x11,0x07,0x23,0x04,0x91,0xf2,0x1b,0xfb,0xdd,0xf8,0xff,0x02,0x97,0xf6,0x26,0x06,0x69,0xfd,0x1c,0x03,0x34,0xf4,0x26,0x03,0x43,0x05,0x2a,0x04,0x02,0x08,0x85,0xfb, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_318_convolution_filters, 27648, layer_318_convolution_filters_data, 1.000000) +DEFINE_TENSOR(layer_318_convolution_filters, 2, 3, 27648, layer_318_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_318_convolution_requantize_data[] = { +0xd3,0x5a,0x18,0x36,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_318_convolution_requantize, 4, 1, 4, layer_318_convolution_requantize_data) __attribute__((aligned(4))) static const unsigned char layer_320_convolution_bias_data[] = { -0x04,0xfe,0x6c,0xff,0xe4,0x01,0xee,0xfe,0xa3,0x01,0xff,0x00,0x14,0xfe,0x01,0x01,0xeb,0xfe,0x6e,0xff,0xf2,0x00,0x8b,0xff,0x1f,0x01,0x4b,0x00,0xd5,0xfe,0x92,0x00, -0x9a,0xff,0x9c,0xff,0x94,0x00,0x81,0xff,0xb1,0x00,0x16,0x00,0x74,0xff,0x39,0x00,}; -DEFINE_TENSOR(layer_320_convolution_bias, 48, layer_320_convolution_bias_data, 1.000000) +0x58,0xfd,0xff,0xff,0x39,0xff,0xff,0xff,0x88,0x02,0x00,0x00,0x91,0xfe,0xff,0xff,0x31,0x02,0x00,0x00,0x56,0x01,0x00,0x00,0x6d,0xfd,0xff,0xff,0x59,0x01,0x00,0x00, +0x8d,0xfe,0xff,0xff,0x3c,0xff,0xff,0xff,0x43,0x01,0x00,0x00,0x64,0xff,0xff,0xff,0x81,0x01,0x00,0x00,0x64,0x00,0x00,0x00,0x70,0xfe,0xff,0xff,0xc3,0x00,0x00,0x00, +0x78,0xff,0xff,0xff,0x7a,0xff,0xff,0xff,0xc6,0x00,0x00,0x00,0x57,0xff,0xff,0xff,0xed,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x45,0xff,0xff,0xff,0x4c,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +}; +DEFINE_TENSOR(layer_320_convolution_bias, 4, 4, 96, layer_320_convolution_bias_data) __attribute__((aligned(4))) static const unsigned char layer_320_convolution_filters_data[] = { 0x66,0xf3,0x81,0xf6,0xa8,0xf8,0x3b,0x03,0x4a,0x00,0xd4,0xfd,0x37,0x03,0x96,0xee,0x01,0xed,0x69,0xf0,0x3d,0xfb,0x6f,0xfd,0xe4,0xf9,0xa3,0xf7,0x3f,0x02,0xf5,0xfb, @@ -20730,140 +21666,150 @@ static const unsigned char layer_320_convolution_filters_data[] = { 0x70,0x18,0x1b,0xfa,0x2b,0x12,0x46,0x08,0xd6,0xf9,0xbd,0xf8,0xb0,0x03,0x43,0x00,0xc6,0x02,0xb3,0xff,0x7c,0x09,0xf8,0xfe,0xbb,0x06,0x7e,0xf8,0xdb,0x12,0x17,0xfd, 0x04,0xf9,0xd4,0xff,0xd6,0x13,0x9b,0x11,0x70,0x1f,0xcc,0xf7,0x92,0x0c,0xa5,0x11,0x5c,0xf4,0x35,0x16,0x47,0x00,0x14,0x09,0xa8,0xf8,0xd4,0x10,0x4f,0x01,0x3c,0x01, 0x50,0x01,0x61,0x00,0x5c,0x05,0x5b,0xfc,0xde,0xf9,0xf3,0xff,0x2c,0x06,0xb9,0x01,0xd8,0xf9,0xad,0x12,0x9e,0x0f,0xa7,0xfd,0x4c,0x0d,0xeb,0x07,0x1f,0xed,0xf6,0xf8, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, }; -DEFINE_TENSOR(layer_320_convolution_filters, 110592, layer_320_convolution_filters_data, 1.000000)DEFINE_CONVOLUTION_LAYER(199, 16, 3, 3, 3, 1, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 27, 22, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(202, 16, 3, 3, 16, 16, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 25, 18, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(205, 32, 1, 1, 16, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 23, 19, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(208, 32, 3, 3, 32, 32, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 19, 18, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(211, 32, 1, 1, 32, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 17, 19, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(214, 32, 3, 3, 32, 32, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 19, 19, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(217, 32, 1, 1, 32, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 22, 19, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(220, 32, 3, 3, 32, 32, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 30, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(223, 64, 1, 1, 32, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 28, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(226, 64, 3, 3, 64, 64, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 28, 19, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(229, 64, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 24, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(232, 64, 3, 3, 64, 64, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 16, 19, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(235, 64, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 29, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(238, 64, 3, 3, 64, 64, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 28, 19, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(241, 64, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 21, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(244, 64, 3, 3, 64, 64, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 28, 18, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(247, 128, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 19, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(250, 128, 3, 3, 128, 128, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 22, 19, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(253, 128, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 16, 19, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(256, 128, 3, 3, 128, 128, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 31, 19, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(259, 128, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 28, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(262, 128, 3, 3, 128, 128, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 31, 19, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(265, 256, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 19, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(268, 256, 3, 3, 256, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 29, 19, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(271, 256, 1, 1, 256, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 23, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(274, 64, 1, 1, 256, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 24, 22, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(276, 64, 3, 3, 64, 64, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 29, 21, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(278, 256, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 30, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(280, 64, 3, 3, 64, 64, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 31, 21, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(282, 12, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 18, 20, 16, 4, 32767, -32768); -DEFINE_CONVOLUTION_LAYER(284, 64, 3, 3, 64, 64, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 27, 21, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(286, 6, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 22, 20, 16, 4, 32767, -32768); -DEFINE_CONVOLUTION_LAYER(288, 64, 3, 3, 64, 64, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 23, 21, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(290, 24, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 31, 21, 16, 4, 32767, -32768); -DEFINE_CONVOLUTION_LAYER(292, 128, 3, 3, 128, 128, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 28, 21, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(294, 8, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 27, 21, 16, 4, 32767, -32768); -DEFINE_CONVOLUTION_LAYER(296, 128, 3, 3, 128, 128, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 23, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(298, 4, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 17, 21, 16, 4, 32767, -32768); -DEFINE_CONVOLUTION_LAYER(300, 128, 3, 3, 128, 128, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 28, 21, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(302, 16, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 28, 21, 16, 4, 32767, -32768); -DEFINE_CONVOLUTION_LAYER(304, 256, 3, 3, 256, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 19, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(306, 8, 1, 1, 256, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 23, 21, 16, 4, 32767, -32768); -DEFINE_CONVOLUTION_LAYER(308, 256, 3, 3, 256, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 20, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(310, 4, 1, 1, 256, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 19, 21, 16, 4, 32767, -32768); -DEFINE_CONVOLUTION_LAYER(312, 256, 3, 3, 256, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 18, 20, 16, 4, 32767, 0); -DEFINE_CONVOLUTION_LAYER(314, 16, 1, 1, 256, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 29, 22, 16, 4, 32767, -32768); -DEFINE_CONVOLUTION_LAYER(316, 12, 3, 3, 256, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 19, 23, 16, 4, 32767, -32768); -DEFINE_CONVOLUTION_LAYER(318, 6, 3, 3, 256, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 19, 23, 16, 4, 32767, -32768); -DEFINE_CONVOLUTION_LAYER(320, 24, 3, 3, 256, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 24, 24, 16, 4, 32767, -32768); +DEFINE_TENSOR(layer_320_convolution_filters, 2, 3, 110592, layer_320_convolution_filters_data) +__attribute__((aligned(4))) +static const unsigned char layer_320_convolution_requantize_data[] = { +0x4d,0x4c,0xfc,0x35,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,}; +DEFINE_TENSOR(layer_320_convolution_requantize, 4, 1, 4, layer_320_convolution_requantize_data)DEFINE_CONVOLUTION_LAYER(199, 16, 3, 3, 3, 1, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(202, 16, 3, 3, 16, 16, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(205, 32, 1, 1, 16, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(208, 32, 3, 3, 32, 32, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(211, 32, 1, 1, 32, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(214, 32, 3, 3, 32, 32, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(217, 32, 1, 1, 32, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(220, 32, 3, 3, 32, 32, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(223, 64, 1, 1, 32, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(226, 64, 3, 3, 64, 64, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(229, 64, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(232, 64, 3, 3, 64, 64, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(235, 64, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(238, 64, 3, 3, 64, 64, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(241, 64, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(244, 64, 3, 3, 64, 64, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(247, 128, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(250, 128, 3, 3, 128, 128, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(253, 128, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(256, 128, 3, 3, 128, 128, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(259, 128, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(262, 128, 3, 3, 128, 128, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(265, 256, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(268, 256, 3, 3, 256, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(271, 256, 1, 1, 256, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(274, 64, 1, 1, 256, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(276, 64, 3, 3, 64, 64, 2, 2, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(278, 256, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(280, 64, 3, 3, 64, 64, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(282, 12, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(284, 64, 3, 3, 64, 64, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(286, 6, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(288, 64, 3, 3, 64, 64, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(290, 24, 1, 1, 64, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(292, 128, 3, 3, 128, 128, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(294, 8, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(296, 128, 3, 3, 128, 128, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(298, 4, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(300, 128, 3, 3, 128, 128, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(302, 16, 1, 1, 128, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(304, 256, 3, 3, 256, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(306, 8, 1, 1, 256, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(308, 256, 3, 3, 256, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(310, 4, 1, 1, 256, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(312, 256, 3, 3, 256, 256, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, 0); +DEFINE_CONVOLUTION_LAYER(314, 16, 1, 1, 256, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(316, 12, 3, 3, 256, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(318, 6, 3, 3, 256, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, -32768); +DEFINE_CONVOLUTION_LAYER(320, 24, 3, 3, 256, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1.000000, 32767, -32768); DEFINE_RESHAPE_LAYER(331); DEFINE_RESHAPE_LAYER(341); DEFINE_RESHAPE_LAYER(351); DEFINE_RESHAPE_LAYER(361); -DEFINE_CONCAT_LAYER(output0, 1, 4, 28, 5, 21, 5, 27, 6, 24, 6); +DEFINE_CONCAT_LAYER(output0, 1, 4, 1.081922, 0.839892, 0.528903, 0.364143); DEFINE_RESHAPE_LAYER(372); DEFINE_RESHAPE_LAYER(382); DEFINE_RESHAPE_LAYER(392); DEFINE_RESHAPE_LAYER(402); -DEFINE_CONCAT_LAYER(403, 1, 4, 16, 4, 16, 4, 19, 5, 20, 5); +DEFINE_CONCAT_LAYER(403, 1, 4, 0.953129, 0.867430, 0.742921, 0.741411); DEFINE_RESHAPE_LAYER(413); DEFINE_RESHAPE_LAYER(423); DEFINE_RESHAPE_LAYER(433); DEFINE_RESHAPE_LAYER(443); -DEFINE_CONCAT_LAYER(444, 1, 4, 16, 4, 28, 5, 17, 5, 21, 6); +DEFINE_CONCAT_LAYER(444, 1, 4, 1.000000, 0.869683, 0.557211, 0.266497); DEFINE_SOFTMAX_LAYER(445,2); static blob_info_t network_blobs[] = { - BLOB_INSTANCE(1, 120, 160, 16, 3, 1, 6210.377930), - BLOB_INSTANCE(1, 120, 160, 16, 3, 1, 4819.614746), - BLOB_INSTANCE(1, 120, 160, 32, 3, 1, 2648.700684), - BLOB_INSTANCE(1, 60, 80, 32, 3, 1, 2963.354248), - BLOB_INSTANCE(1, 60, 80, 32, 3, 1, 3981.426758), + BLOB_INSTANCE(1, 120, 160, 16, 3, 1, 6908.093262), + BLOB_INSTANCE(1, 120, 160, 16, 3, 1, 7980.342285), + BLOB_INSTANCE(1, 120, 160, 32, 3, 1, 2926.451172), + BLOB_INSTANCE(1, 60, 80, 32, 3, 1, 3032.394775), + BLOB_INSTANCE(1, 60, 80, 32, 3, 1, 3989.454834), BLOB_INSTANCE(1, 60, 80, 32, 3, 1, 2803.397705), - BLOB_INSTANCE(1, 60, 80, 32, 3, 1, 4239.899902), - BLOB_INSTANCE(1, 30, 40, 32, 3, 1, 3899.511963), - BLOB_INSTANCE(1, 30, 40, 64, 3, 1, 4735.390625), - BLOB_INSTANCE(1, 30, 40, 64, 3, 1, 4123.068359), - BLOB_INSTANCE(1, 30, 40, 64, 3, 1, 4275.011719), - BLOB_INSTANCE(1, 30, 40, 64, 3, 1, 2967.853516), - BLOB_INSTANCE(1, 30, 40, 64, 3, 1, 4634.105957), - BLOB_INSTANCE(1, 30, 40, 64, 3, 1, 4837.287109), - BLOB_INSTANCE(1, 30, 40, 64, 3, 4, 2786.424316), - BLOB_INSTANCE(1, 15, 20, 64, 3, 1, 5606.446289), - BLOB_INSTANCE(1, 15, 20, 128, 3, 1, 5056.379395), - BLOB_INSTANCE(1, 15, 20, 128, 3, 1, 3896.888916), - BLOB_INSTANCE(1, 15, 20, 128, 3, 1, 5747.353027), - BLOB_INSTANCE(1, 15, 20, 128, 3, 1, 5567.569336), - BLOB_INSTANCE(1, 15, 20, 128, 3, 4, 4571.856934), - BLOB_INSTANCE(1, 8, 10, 128, 3, 1, 6791.078125), - BLOB_INSTANCE(1, 8, 10, 256, 3, 1, 7225.933594), - BLOB_INSTANCE(1, 8, 10, 256, 3, 1, 6763.078125), - BLOB_INSTANCE(1, 8, 10, 256, 3, 4, 6768.790039), - BLOB_INSTANCE(1, 8, 10, 64, 3, 1, 4541.094238), - BLOB_INSTANCE(1, 4, 5, 64, 3, 1, 3788.955322), - BLOB_INSTANCE(1, 4, 5, 256, 3, 3, 12246.930664), - BLOB_INSTANCE(1, 30, 40, 64, 3, 1, 3231.945801), - BLOB_INSTANCE(1, 30, 40, 12, 3, 1, 3248.203125), - BLOB_INSTANCE(1, 30, 40, 64, 3, 1, 2031.950684), - BLOB_INSTANCE(1, 30, 40, 6, 3, 1, 2184.702637), - BLOB_INSTANCE(1, 30, 40, 64, 3, 1, 1639.710449), - BLOB_INSTANCE(1, 30, 40, 24, 3, 1, 1280.342773), - BLOB_INSTANCE(1, 15, 20, 128, 3, 1, 4864.640625), - BLOB_INSTANCE(1, 15, 20, 8, 3, 1, 4263.792480), - BLOB_INSTANCE(1, 15, 20, 128, 3, 1, 5463.634277), - BLOB_INSTANCE(1, 15, 20, 4, 3, 1, 2270.815186), - BLOB_INSTANCE(1, 15, 20, 128, 3, 1, 3047.395752), - BLOB_INSTANCE(1, 15, 20, 16, 3, 1, 1453.796875), - BLOB_INSTANCE(1, 8, 10, 256, 3, 1, 8915.180664), - BLOB_INSTANCE(1, 8, 10, 8, 3, 1, 6665.430176), - BLOB_INSTANCE(1, 8, 10, 256, 3, 1, 6979.842285), - BLOB_INSTANCE(1, 8, 10, 4, 3, 1, 3671.844971), - BLOB_INSTANCE(1, 8, 10, 256, 3, 1, 6428.313477), - BLOB_INSTANCE(1, 8, 10, 16, 3, 1, 2278.224609), - BLOB_INSTANCE(1, 4, 5, 12, 3, 1, 7494.096680), - BLOB_INSTANCE(1, 4, 5, 6, 3, 1, 3516.402588), - BLOB_INSTANCE(1, 4, 5, 24, 3, 1, 3784.925293), - BLOB_INSTANCE(1, 3600, 4, 1, 3, 1, 3248.203125), - BLOB_INSTANCE(1, 600, 4, 1, 3, 1, 4263.792480), - BLOB_INSTANCE(1, 160, 4, 1, 3, 1, 6665.430176), - BLOB_INSTANCE(1, 60, 4, 1, 3, 1, 7494.096680), - BLOB_INSTANCE(1, 3600, 2, 1, 3, 1, 2184.702637), - BLOB_INSTANCE(1, 600, 2, 1, 3, 1, 2270.815186), - BLOB_INSTANCE(1, 160, 2, 1, 3, 1, 3671.844971), - BLOB_INSTANCE(1, 60, 2, 1, 3, 1, 3516.402588), - BLOB_INSTANCE(1, 4420, 2, 1, 3, 1, 2287.667236), - BLOB_INSTANCE(1, 3600, 8, 1, 3, 1, 1280.342773), - BLOB_INSTANCE(1, 600, 8, 1, 3, 1, 1453.796875), - BLOB_INSTANCE(1, 160, 8, 1, 3, 1, 2278.224609), - BLOB_INSTANCE(1, 60, 8, 1, 3, 1, 3784.925293), - BLOB_INSTANCE(1, 4420, 8, 1, 3, 0, 1280.342773), - BLOB_INSTANCE(1, 4420, 2, 1, 1, 0, 32775.000000), + BLOB_INSTANCE(1, 60, 80, 32, 3, 1, 4231.643555), + BLOB_INSTANCE(1, 30, 40, 32, 3, 1, 3883.956787), + BLOB_INSTANCE(1, 30, 40, 64, 3, 1, 4845.352051), + BLOB_INSTANCE(1, 30, 40, 64, 3, 1, 4750.740234), + BLOB_INSTANCE(1, 30, 40, 64, 3, 1, 4205.957031), + BLOB_INSTANCE(1, 30, 40, 64, 3, 1, 3918.614990), + BLOB_INSTANCE(1, 30, 40, 64, 3, 1, 5098.739258), + BLOB_INSTANCE(1, 30, 40, 64, 3, 1, 4833.891113), + BLOB_INSTANCE(1, 30, 40, 64, 3, 4, 3231.548096), + BLOB_INSTANCE(1, 15, 20, 64, 3, 1, 6374.839844), + BLOB_INSTANCE(1, 15, 20, 128, 3, 1, 5544.073730), + BLOB_INSTANCE(1, 15, 20, 128, 3, 1, 3920.417236), + BLOB_INSTANCE(1, 15, 20, 128, 3, 1, 6033.674805), + BLOB_INSTANCE(1, 15, 20, 128, 3, 1, 5598.205078), + BLOB_INSTANCE(1, 15, 20, 128, 3, 4, 4409.598145), + BLOB_INSTANCE(1, 8, 10, 128, 3, 1, 6957.971680), + BLOB_INSTANCE(1, 8, 10, 256, 3, 1, 7183.553223), + BLOB_INSTANCE(1, 8, 10, 256, 3, 1, 6233.742676), + BLOB_INSTANCE(1, 8, 10, 256, 3, 4, 6219.209961), + BLOB_INSTANCE(1, 8, 10, 64, 3, 1, 4252.436035), + BLOB_INSTANCE(1, 4, 5, 64, 3, 1, 3784.733643), + BLOB_INSTANCE(1, 4, 5, 256, 3, 3, 12605.344727), + BLOB_INSTANCE(1, 30, 40, 64, 3, 1, 3226.956543), + BLOB_INSTANCE(1, 30, 40, 12, 3, 1, 3229.710449), + BLOB_INSTANCE(1, 30, 40, 64, 3, 1, 2653.871094), + BLOB_INSTANCE(1, 30, 40, 6, 3, 1, 2728.479004), + BLOB_INSTANCE(1, 30, 40, 64, 3, 1, 2733.900391), + BLOB_INSTANCE(1, 30, 40, 24, 3, 1, 1350.621460), + BLOB_INSTANCE(1, 15, 20, 128, 3, 1, 4869.398438), + BLOB_INSTANCE(1, 15, 20, 8, 3, 1, 4160.410156), + BLOB_INSTANCE(1, 15, 20, 128, 3, 1, 3857.001953), + BLOB_INSTANCE(1, 15, 20, 4, 3, 1, 2998.043945), + BLOB_INSTANCE(1, 15, 20, 128, 3, 1, 3948.632568), + BLOB_INSTANCE(1, 15, 20, 16, 3, 1, 1553.005127), + BLOB_INSTANCE(1, 8, 10, 256, 3, 1, 8910.814453), + BLOB_INSTANCE(1, 8, 10, 8, 3, 1, 6606.681641), + BLOB_INSTANCE(1, 8, 10, 256, 3, 1, 7020.340820), + BLOB_INSTANCE(1, 8, 10, 4, 3, 1, 3500.498779), + BLOB_INSTANCE(1, 8, 10, 256, 3, 1, 6567.853027), + BLOB_INSTANCE(1, 8, 10, 16, 3, 1, 2423.893799), + BLOB_INSTANCE(1, 4, 5, 12, 3, 1, 9595.932617), + BLOB_INSTANCE(1, 4, 5, 6, 3, 1, 3507.626953), + BLOB_INSTANCE(1, 4, 5, 24, 3, 1, 5068.058594), + BLOB_INSTANCE(1, 3600, 4, 1, 3, 1, 3229.710449), + BLOB_INSTANCE(1, 600, 4, 1, 3, 1, 4160.410156), + BLOB_INSTANCE(1, 160, 4, 1, 3, 1, 6606.681641), + BLOB_INSTANCE(1, 60, 4, 1, 3, 1, 9595.932617), + BLOB_INSTANCE(1, 3600, 2, 1, 3, 1, 2728.479004), + BLOB_INSTANCE(1, 600, 2, 1, 3, 1, 2998.043945), + BLOB_INSTANCE(1, 160, 2, 1, 3, 1, 3500.498779), + BLOB_INSTANCE(1, 60, 2, 1, 3, 1, 3507.626953), + BLOB_INSTANCE(1, 4420, 2, 1, 3, 1, 2600.593018), + BLOB_INSTANCE(1, 3600, 8, 1, 3, 1, 1350.621460), + BLOB_INSTANCE(1, 600, 8, 1, 3, 1, 1553.005127), + BLOB_INSTANCE(1, 160, 8, 1, 3, 1, 2423.893799), + BLOB_INSTANCE(1, 60, 8, 1, 3, 1, 5068.058594), + BLOB_INSTANCE(1, 4420, 8, 1, 3, 0, 1350.621460), + BLOB_INSTANCE(1, 4420, 2, 1, 1, 0, 32774.996094), BLOB_INSTANCE(1, 240, 320, 3, 3, 1, 218.225388), - BLOB_INSTANCE(1, 4420, 4, 1, 3, 0, 2908.478027), + BLOB_INSTANCE(1, 4420, 4, 1, 3, 0, 3494.294189), }; diff --git a/c-netend/examples/models/plate/plate-opt.table b/c-netend/examples/models/plate/plate-opt.table index 23840bd..0b3f910 100644 --- a/c-netend/examples/models/plate/plate-opt.table +++ b/c-netend/examples/models/plate/plate-opt.table @@ -1,93 +1,93 @@ -input0 218.225388 -201 6210.377930 -204 4819.614746 -207 2648.700684 -210 2963.354248 -213 3981.426758 -216 2803.397705 -219 4239.899902 -222 3899.511963 -225 4735.390625 -228 4123.068359 -231 4275.011719 -234 2967.853516 -237 4634.105957 -240 4837.287109 -243 2786.424316 -243_splitncnn_0 2786.424316 -243_splitncnn_1 2786.424316 -243_splitncnn_2 2786.424316 -243_splitncnn_3 2786.424316 -246 5606.446289 -249 5056.379395 -252 3896.888916 -255 5747.353027 -258 5567.569336 -261 4571.856934 -261_splitncnn_0 4571.856934 -261_splitncnn_1 4571.856934 -261_splitncnn_2 4571.856934 -261_splitncnn_3 4571.856934 -264 6791.078125 -267 7225.933594 -270 6763.078125 -273 6768.790039 -273_splitncnn_0 6768.790039 -273_splitncnn_1 6768.790039 -273_splitncnn_2 6768.790039 -273_splitncnn_3 6768.790039 -275 4541.094238 -277 3788.955322 -279 12246.930664 -279_splitncnn_0 12246.930664 -279_splitncnn_1 12246.930664 -279_splitncnn_2 12246.930664 -281 3231.945801 -282 3248.203125 -283 3248.203125 -285 2031.950684 -286 2184.702637 -287 2184.702637 -289 1639.710449 -290 1280.342773 -291 1280.342773 -293 4864.640625 -294 4263.792480 -295 4263.792480 -297 5463.634277 -298 2270.815186 -299 2270.815186 -301 3047.395752 -302 1453.796875 -303 1453.796875 -305 8915.180664 -306 6665.430176 -307 6665.430176 -309 6979.842285 -310 3671.844971 -311 3671.844971 -313 6428.313477 -314 2278.224609 -315 2278.224609 -316 7494.096680 -317 7494.096680 -318 3516.402588 -319 3516.402588 -320 3784.925293 -321 3784.925293 -331 3248.203125 -341 4263.792480 -351 6665.430176 -361 7494.096680 -output0 2908.478027 -372 2184.702637 -382 2270.815186 -392 3671.844971 -402 3516.402588 -403 2287.667236 -413 1280.342773 -423 1453.796875 -433 2278.224609 -443 3784.925293 -529 1280.342773 -530 32775.000000 +input0 150.152100 +201 4.743277 +204 4.105964 +207 11.196838 +210 10.805651 +213 8.213403 +216 11.688316 +219 7.743327 +222 8.436500 +225 6.762563 +228 6.897241 +231 7.790617 +234 8.361883 +237 6.426491 +240 6.778597 +243 10.139722 +243_splitncnn_0 10.139722 +243_splitncnn_1 10.139722 +243_splitncnn_2 10.139722 +243_splitncnn_3 10.139722 +246 5.140051 +249 5.910275 +252 8.358039 +255 5.430687 +258 5.853126 +261 7.430836 +261_splitncnn_0 7.430836 +261_splitncnn_1 7.430836 +261_splitncnn_2 7.430836 +261_splitncnn_3 7.430836 +264 4.709275 +267 4.561392 +270 5.256393 +273 5.268676 +273_splitncnn_0 5.268676 +273_splitncnn_1 5.268676 +273_splitncnn_2 5.268676 +273_splitncnn_3 5.268676 +275 7.705466 +277 8.657677 +279 2.599453 +279_splitncnn_0 2.599453 +279_splitncnn_1 2.599453 +279_splitncnn_2 2.599453 +281 10.154150 +282 10.145492 +283 10.145492 +285 12.346869 +286 12.009254 +287 12.009254 +289 11.985440 +290 24.260683 +291 24.260683 +293 6.729168 +294 7.875906 +295 7.875906 +297 8.495459 +298 10.929460 +299 10.929460 +301 8.298316 +302 21.099092 +303 21.099092 +305 3.677217 +306 4.959676 +307 4.959676 +309 4.667437 +310 9.360666 +311 9.360666 +313 4.988997 +314 13.518332 +315 13.518332 +316 3.414676 +317 3.414676 +318 9.341643 +319 9.341643 +320 6.465395 +321 6.465395 +331 10.145492 +341 7.875906 +351 4.959676 +361 3.414676 +output0 9.377287 +372 12.009254 +382 10.929460 +392 9.360666 +402 9.341643 +403 12.599818 +413 24.260683 +423 21.099092 +433 13.518332 +443 6.465395 +529 24.260683 +530 0.999756 diff --git a/c-netend/examples/quantize-lpr.sh b/c-netend/examples/quantize-lpr.sh index 6e257a7..0d2c45a 100644 --- a/c-netend/examples/quantize-lpr.sh +++ b/c-netend/examples/quantize-lpr.sh @@ -7,9 +7,9 @@ # # -./tools/quantize --param=models/plate/lpr-opt.param \ +./tools/calibration --param=models/plate/lpr-opt.param \ --bin=models/plate/lpr-opt.bin \ - --images=plate-images/ \ + --images=images/plate-images/ \ --output=models/plate/lpr-opt.table \ --size=128,32 \ --mean=116.407,133.722,124.187 \ @@ -17,9 +17,9 @@ --thread=8 \ --swapRB -./tools/quantize --param=models/plate/lpc-opt.param \ +./tools/calibration --param=models/plate/lpc-opt.param \ --bin=models/plate/lpc-opt.bin \ - --images=plate-images/ \ + --images=images/plate-images/ \ --output=models/plate/lpc-opt.table \ --size=110,22 \ --mean=89.9372,81.1989,73.6352 \ @@ -27,13 +27,23 @@ --thread=8 \ --swapRB +./tools/calibration \ + --param=models/plate/plate-opt.param \ + --bin=models/plate/plate-opt.bin \ + --images=images/plate-detector \ + --output=models/plate/plate-opt.table \ + --size=320,240 \ + --mean=104.f,117.f,123.f \ + --norm=1,1,1 \ + --thread=8 + ./nn-case lpr-opt.param lpr-opt.bin lpr-opt.h lpr-opt.c lpr-opt.table ./nn-case lpc-opt.param lpc-opt.bin lpc-opt.h lpc-opt.c lpc-opt.table ./nn-case plate-opt.param plate-opt.bin plate-opt.h plate-opt.c plate-opt.table ./nn-case yolo-v7-opt.param yolo-v7-opt.bin yolo-v7-opt.h yolo-v7-opt.c yolo-v7-opt.table ./nn-case crnn-opt.param crnn-opt.bin crnn-opt.h crnn-opt.c crnn-opt.table -./tools/quantize \ +./tools/calibration \ --param=models/face/face-opt.param \ --bin=models/face/face-opt.bin \ --images=images/face-detector \ @@ -43,7 +53,7 @@ --norm=1,1,1 \ --thread=8 -./tools/quantize \ +./tools/calibration \ --param=models/face/mobilefacenet-opt.param \ --bin=models/face/mobilefacenet-opt.bin \ --images=images/face-images \ diff --git a/c-netend/examples/tools/quantize b/c-netend/examples/tools/quantize deleted file mode 100755 index 22601df..0000000 Binary files a/c-netend/examples/tools/quantize and /dev/null differ diff --git a/c-network/include/operation.h b/c-network/include/operation.h index b522917..65a0c27 100644 --- a/c-network/include/operation.h +++ b/c-network/include/operation.h @@ -125,13 +125,7 @@ FUNCTION_IRAM operation_t *create_operation(int operation_type); /** * weight container */ -typedef struct weight_container { - /// data - tensor_t data; - - /// scale - float scale; -}weight_container_t; +typedef tensor_t weight_container_t; /** * convolution operation @@ -145,6 +139,9 @@ typedef struct convolution { /// bias weight_container_t bias; + + /// requantize + weight_container_t requantize; } convolution_t; /** @@ -180,6 +177,9 @@ typedef struct inner_product{ /// bias weight_container_t bias; + + /// requantize + weight_container_t requantize; } inner_product_t; /** diff --git a/c-network/include/operation_config.h b/c-network/include/operation_config.h index 8154c14..92a7341 100644 --- a/c-network/include/operation_config.h +++ b/c-network/include/operation_config.h @@ -102,6 +102,8 @@ typedef enum data_type{ int8_data_type = 2, /// int16 int16_data_type = 3, + /// int32 + int32_data_type = 4, }data_type_t; /// blob info @@ -160,17 +162,17 @@ typedef struct convolution_config { /// have bias int bias_term; - /// requantize - fixed_mul_t requantize; - /// float leaky - fixed_mul_t leaky; + float leaky; /// clip max int32_t max; /// clip max int32_t min; + + /// requantize + int32_t requantize_num; } convolution_config_t; /// pooling type @@ -211,9 +213,6 @@ typedef struct pooling_config { /// count pad int count_include_pad; - - /// requantize - fixed_mul_t requantize; } pooling_config_t; /// padding mode @@ -262,9 +261,6 @@ typedef struct crop_config{ int out_w; int out_h; int out_c; - - /// requantize - fixed_mul_t requantize; }crop_config_t; typedef struct inner_product_config { @@ -277,17 +273,17 @@ typedef struct inner_product_config { /// have bias int bias_term; - /// requantize - fixed_mul_t requantize; - /// float leaky - fixed_mul_t leaky; + float leaky; /// clip max int32_t max; /// clip max int32_t min; + + /// requantize + int32_t requantize_num; } inner_product_config_t; typedef struct activate_config { @@ -305,9 +301,6 @@ typedef struct activate_config { typedef struct batch_norm_config{ /// operation type operation_type_t type; - - /// requantize - fixed_mul_t requantize; }batch_norm_config_t; typedef struct slice_config { @@ -316,9 +309,6 @@ typedef struct slice_config { /// axis int axis; - - /// requantize - fixed_mul_t requantize; } slice_config_t; typedef struct concat_config { @@ -331,8 +321,8 @@ typedef struct concat_config { /// concat count int concat_count; - /// output fixed_mul - int output_fixed_mul[24]; + /// output requantize + float output_requantize[24]; } concat_config_t; typedef struct reshape_config { @@ -449,7 +439,7 @@ typedef struct prelu_config { int num_slope; /// requantize - fixed_mul_t requantize; + float requantize; } prelu_config_t; /** diff --git a/c-network/include/operation_define.h b/c-network/include/operation_define.h index bf7d282..72eef2a 100644 --- a/c-network/include/operation_define.h +++ b/c-network/include/operation_define.h @@ -29,39 +29,37 @@ #define REFERENCE_LAYER(operation, name) \ &(layer_##name##_##operation.config.type) -#define DEFINE_TENSOR(name, size, tensor_data, sc) \ +#define DEFINE_TENSOR(name, es, dt, size, tensor_data) \ + \ static const weight_container_t name = { \ - .data = { \ - .data = (void*)tensor_data, \ - .elem_size = 2, \ - .data_type = TENSOR_DATA_INT16, \ - .dims = 1, \ - .d3 = 1, \ - .d2 = 1, \ - .d1 = 1, \ - .d0 = size, \ - .step = size, \ - .refcount = NULL, \ - .layout = TENSOR_LAYOUT_NCHW, \ - .allocator = NULL, \ - }, \ - .scale = sc, \ + .data = (void*)tensor_data, \ + .elem_size = es, \ + .data_type = dt, \ + .dims = 1, \ + .d3 = 1, \ + .d2 = 1, \ + .d1 = 1, \ + .d0 = size, \ + .step = size, \ + .refcount = NULL, \ + .layout = TENSOR_LAYOUT_NCHW, \ + .allocator = NULL, \ }; #define DEFINE_CONVOLUTION_LAYER(name, \ - batch, channel, \ - height, width, \ + batch, height, \ + width, channel, \ dp, s_w, s_h, \ d_w, d_h, \ pl, pr, pt, pb, \ pv, bs, \ - rq_m, rq_s, \ - lk_m, lk_s, \ + rq_num, lk, \ max_, min_) \ + \ static convolution_t layer_##name##_convolution = { \ .config = { \ .type = convolution_operation_type, \ - .filers_size = {batch,channel,height,width},\ + .filers_size = {batch,height,width,channel},\ .group = dp, \ .stride_w = s_w, \ .stride_h = s_h, \ @@ -73,13 +71,14 @@ static convolution_t layer_##name##_convolution = { \ .pad_bottom = pb, \ .pad_value = pv, \ .bias_term = bs, \ - .requantize = {rq_m, rq_s}, \ - .leaky = {lk_m, lk_s}, \ + .leaky = lk, \ .max = max_, \ .min = min_, \ + .requantize_num = rq_num \ }, \ .filters = layer_##name##_convolution_filters, \ .bias = layer_##name##_convolution_bias, \ + .requantize = layer_##name##_convolution_requantize,\ }; #define DEFINE_POOLING_LAYER(name, p_t, \ @@ -87,8 +86,7 @@ static convolution_t layer_##name##_convolution = { \ s_w ,s_h, \ g_b, \ pl, pr, pt, pb, \ - pv, \ - c_p, rq_m, rq_s) \ + pv, c_p) \ static pooling_t layer_##name##_pooling = { \ .config = { \ .type = pooling_operation_type, \ @@ -104,7 +102,6 @@ static pooling_t layer_##name##_pooling = { \ .pad_bottom = pb, \ .pad_value = pv, \ .count_include_pad = c_p, \ - .requantize = {rq_m, rq_s}, \ }, \ }; @@ -123,8 +120,7 @@ static padding_t layer_##name##_padding = { \ }; #define DEFINE_CROP_LAYER(name, d_m, w_o ,h_o, c_o, \ - o_w, o_h, o_c, \ - rq_m, rq_s) \ + o_w, o_h, o_c) \ static crop_t layer_##name##_crop = { \ .config = { \ .type = crop_operation_type, \ @@ -135,29 +131,28 @@ static crop_t layer_##name##_crop = { \ .out_w = o_w, \ .out_h = o_h, \ .out_c = o_c, \ - .requantize = {rq_m, rq_s}, \ }, \ }; #define DEFINE_INNER_PRODUCT_LAYER(name, \ - batch, channel, \ - height, width, \ + batch, height, \ + width, channel, \ bs, \ - rq_m, rq_s, \ - lk_m, lk_s, \ + rq_num, lk, \ max_, min_) \ static inner_product_t layer_##name##_inner_product = { \ .config = { \ .type = inner_product_operation_type, \ - .filers_size = {batch,channel,height,width},\ + .filers_size = {batch,height,width,channel},\ .bias_term = bs, \ - .requantize = {rq_m, rq_s}, \ - .leaky = {lk_m, lk_s}, \ + .leaky = lk, \ .max = max_, \ .min = min_, \ + .requantize_num = rq_num, \ }, \ .weights = layer_##name##_inner_product_filters,\ .bias = layer_##name##_inner_product_bias, \ + .requantize = layer_##name##_inner_product_requantize,\ }; #define DEFINE_ACTIVATION_LAYER(name, a_t, ...) \ @@ -173,18 +168,16 @@ static activation_t layer_##name##_activation = { \ static batch_norm_t layer_##name##_batch_norm = { \ .config ={ \ .type = batch_norm_operation_type, \ - .requantize = {rq_m, rq_s}, \ }, \ .scale = layer_##name##_batch_norm_scale, \ .offset = layer_##name##_batch_norm_offset, \ }; -#define DEFINE_SLICE_LAYER(name, a_x, rq_m, rq_s) \ +#define DEFINE_SLICE_LAYER(name, a_x) \ static slice_t layer_##name##_slice = { \ .config ={ \ .type = slice_operation_type, \ .axis = a_x, \ - .requantize = {rq_m, rq_s}, \ }, \ .slices = layer_##name##_slice_slices, \ }; @@ -195,7 +188,7 @@ static concat_t layer_##name##_concat = { \ .type = concat_operation_type, \ .axis = a_x, \ .concat_count = i_c, \ - .output_fixed_mul = {__VA_ARGS__}, \ + .output_requantize = {__VA_ARGS__}, \ } \ }; @@ -265,12 +258,12 @@ static upsample_t layer_##name##_upsample = { \ } \ }; -#define DEFINE_PRELU_LAYER(name, s_n, rq_m, rq_s) \ +#define DEFINE_PRELU_LAYER(name, s_n, rq) \ static prelu_t layer_##name##_prelu = { \ .config = { \ .type = prelu_operation_type, \ .num_slope = s_n, \ - .requantize = {rq_m, rq_s}, \ + .requantize = rq, \ }, \ .slope = layer_##name##_prelu_slope, \ }; diff --git a/c-network/src/operation/batch_norm.c b/c-network/src/operation/batch_norm.c index cead0bf..57e4151 100644 --- a/c-network/src/operation/batch_norm.c +++ b/c-network/src/operation/batch_norm.c @@ -10,71 +10,6 @@ #include "operation.h" #include "operation_config.h" - -FUNCTION_IRAM static int batch_norm_forward_one_inplace(batch_norm_t *batch_norm, tensor_t *tensor, option_t *opt) { - - - int16_t *a_data = batch_norm->offset.data.data; - int16_t *b_data = batch_norm->scale.data.data; - fixed_mul_t requantize = batch_norm->config.requantize; - - int group = top->blob->shape[1] * top->blob->shape[2]; - int group_size = top->blob->shape[3]; - - int dims = tensor->dims; - if (dims == 1) - { - int w = tensor->d0; - int16_t* ptr = tensor->data; - for (int i=0; id0; - int h = tensor->d1; - - for (int i=0; id0; - int16_t a = a_data[i]; - int16_t b = b_data[i]; - - for (int j=0; jd0; - int h = tensor->d1; - int size = w * h; - - for (int q=0; q < tensor->d2; q++) - { - int16_t* ptr = tensor_d2(tensor, q).data; - int16_t a = a_data[q]; - int16_t b = b_data[q]; - - for (int i=0; ibase; blob_container_t *top = &top_tensors->data[0]; - int16_t *a_data = batch_norm->offset.data.data; - int16_t *b_data = batch_norm->scale.data.data; - fixed_mul_t requantize = batch_norm->config.requantize; + int32_t *a_data = batch_norm->offset.data; + float *b_data = batch_norm->scale.data; int group = top->blob->shape[1] * top->blob->shape[2]; int group_size = top->blob->shape[3]; @@ -94,10 +28,10 @@ FUNCTION_IRAM static int batch_norm_forward( for(int s = 0; s < group; s ++){ for(int j = 0; j < group_size; j++){ - int16_t a = a_data[j]; - int16_t b = b_data[j]; - int32_t v = b * ptr[j]; - ptr[j] = REQUANTIZE_BIAS(v, requantize, a); + int32_t a = a_data[j]; + float b = b_data[j]; + float v = b * ptr[j] + a; + ptr[j] = float2int16(v); } ptr += group_size; } diff --git a/c-network/src/operation/concat.c b/c-network/src/operation/concat.c index 67dfebb..681baf8 100644 --- a/c-network/src/operation/concat.c +++ b/c-network/src/operation/concat.c @@ -33,10 +33,7 @@ FUNCTION_IRAM static int concat_forward( } int16_t* input = (int16_t*)input_matrix->data; - fixed_mul_t fixed = { - config.output_fixed_mul[2 * b], - config.output_fixed_mul[2 * b + 1] - }; + fixed_mul_t fixed = get_fixed_mul(config.output_requantize[b]); blob_shape_t i; i[0] = 0; for (i[1] = 0; i[1] < in_shape[1]; i[1]++) { diff --git a/c-network/src/operation/convolution.c b/c-network/src/operation/convolution.c index 27837cd..b063f68 100644 --- a/c-network/src/operation/convolution.c +++ b/c-network/src/operation/convolution.c @@ -18,13 +18,15 @@ typedef struct convolution_context { tensor_t* bottom; tensor_t* top; const int16_t* weight_data; - const int16_t* bias_data; + const int32_t* bias_data; + const float* requantize_data; int out_w; int out_h; }convolution_context_t; FUNCTION_IRAM int dotprod(const int16_t *src1, const int16_t *src2, int64_t *dest, int len, int8_t shift){ int64_t inner_dot = 0; + for(int i = 0; i < len; i++){ inner_dot += src1[i] * src2[i]; } @@ -34,11 +36,12 @@ FUNCTION_IRAM int dotprod(const int16_t *src1, const int16_t *src2, int64_t *des FUNCTION_IRAM static void int16_conv(convolution_context_t* context) { - fixed_mul_t requantize = context->config.requantize; - fixed_mul_t leaky = context->config.leaky; + const float *requantize_data = context->requantize_data; + fixed_mul_t leaky = get_fixed_mul(context->config.leaky); int32_t out_max = context->config.max; int32_t out_min = context->config.min; + int requantize_num = context->config.requantize_num; int input_w = context->bottom->d1; int input_h = context->bottom->d2; @@ -97,6 +100,8 @@ FUNCTION_IRAM static void int16_conv(convolution_context_t* context) { for (size_t p = 0; p < output_c; p++) { int32_t bias_value = context->config.bias_term ? context->bias_data[p] : 0; + float output_scale = requantize_num > 1 ? requantize_data[p] : requantize_data[0]; + fixed_mul_t requantize = get_fixed_mul(output_scale); const int16_t *w0 = context->weight_data + kernel_3d_size * p; int64_t sum = 0; @@ -112,13 +117,14 @@ FUNCTION_IRAM static void int16_conv(convolution_context_t* context) { tensor_release(&cache_row); } -FUNCTION_IRAM static void group_conv(convolution_context_t* context, size_t g) { +FUNCTION_IRAM static void group_conv(convolution_context_t* context) { - fixed_mul_t requantize = context->config.requantize; - fixed_mul_t leaky = context->config.leaky; + const float *requantize_data = context->requantize_data; + fixed_mul_t leaky = get_fixed_mul(context->config.leaky); int32_t out_max = context->config.max; int32_t out_min = context->config.min; + int requantize_num = context->config.requantize_num; int input_w = context->bottom->d1; int input_h = context->bottom->d2; @@ -146,7 +152,6 @@ FUNCTION_IRAM static void group_conv(convolution_context_t* context, size_t g) { tensor_t cache_row = tensor_create_default(); tensor_create_1d(&cache_row, kernel_3d_size , 2, 0); - int16_t* weight_data = (int16_t*)context->weight_data + kernel_group_size * g; const int16_t* input = (int16_t*)context->bottom->data; int32_t oy, ox, kx, ky; @@ -157,45 +162,47 @@ FUNCTION_IRAM static void group_conv(convolution_context_t* context, size_t g) { const int32_t in_y_origin = (oy * stride_h) - pad_top; const int32_t in_x_origin = (ox * stride_w) - pad_left; - int16_t* rows = cache_row.data; - for (ky = 0; ky < kernel_h; ky++) - { - for (kx = 0; kx < kernel_w; kx++) + for(int32_t g = 0; g < context->config.group; g ++){ + int16_t* weight_data = (int16_t*)context->weight_data + kernel_group_size * g; + int16_t* rows = cache_row.data; + for (ky = 0; ky < kernel_h; ky++) { - const int32_t in_y = in_y_origin + dilation_h * ky; - const int32_t in_x = in_x_origin + dilation_w * kx; - - if(in_x < 0 || in_x >= input_w || in_y < 0 || in_y >= input_h){ - for(int p_c = 0; p_c < input_group_size; p_c ++){ - rows[p_c] = pad_vale; + for (kx = 0; kx < kernel_w; kx++) + { + const int32_t in_y = in_y_origin + dilation_h * ky; + const int32_t in_x = in_x_origin + dilation_w * kx; + + if(in_x < 0 || in_x >= input_w || in_y < 0 || in_y >= input_h){ + for(int p_c = 0; p_c < input_group_size; p_c ++){ + rows[p_c] = pad_vale; + } + rows += input_group_size; + } else { + int offset = (in_y * input_w + in_x) * input_c + g * input_group_size; + for(int p_c = 0; p_c < input_group_size; p_c ++){ + rows[p_c] = input[offset + p_c]; + } + rows += input_group_size; } - rows += input_group_size; - } else { - int offset = (in_y * input_w + in_x) * input_c + g * input_group_size; - for(int p_c = 0; p_c < input_group_size; p_c ++){ - rows[p_c] = input[offset + p_c]; -// printf("%d ", input[offset + p_c]); - } - rows += input_group_size; } } - } -// cache_row.layout = TENSOR_LAYOUT_NCHW; -// tensor_print(&cache_row); + int16_t* out_ptr = (int16_t*)context->top->data + (oy * context->out_w + ox) * output_c + g * output_group_size; + for (int p = 0; p < output_group_size; p++) { - int16_t* out_ptr = (int16_t*)context->top->data + (oy * context->out_w + ox) * output_c + g * output_group_size; - for (int p = 0; p < output_group_size; p++) { + const int16_t* w = weight_data + kernel_3d_size * p; + int32_t c_offset = g * output_group_size + p; + int32_t bias_value = context->config.bias_term ? context->bias_data[c_offset] : 0; + float output_scale = requantize_num > 1 ? requantize_data[c_offset] : requantize_data[0]; + fixed_mul_t requantize = get_fixed_mul(output_scale); - const int16_t* w = weight_data + kernel_3d_size * p; - int32_t bias_value = context->config.bias_term ? context->bias_data[g * output_group_size + p] : 0; + int64_t sum = 0; + dotprod(cache_row.data, w, &sum, kernel_3d_size, 0); - int64_t sum = 0; - dotprod(cache_row.data, w, &sum, kernel_3d_size, 0); - - int32_t sum_i32 = REQUANTIZE_BIAS(sum, requantize, bias_value); - sum_i32 = sum_i32 > 0 ? sum_i32 : MULTIPLY_FIDED(sum_i32, leaky); - out_ptr[p] = CLIP_INT16(sum_i32, out_max, out_min); + int32_t sum_i32 = REQUANTIZE_BIAS(sum, requantize, bias_value); + sum_i32 = sum_i32 > 0 ? sum_i32 : MULTIPLY_FIDED(sum_i32, leaky); + out_ptr[p] = CLIP_INT16(sum_i32, out_max, out_min); + } } } } @@ -214,14 +221,13 @@ FUNCTION_IRAM static int convolution_forward( tensor_t *top_tensor = &top_tensors->data[0].data; /// prepare context - const int16_t* weight_data = (const int16_t*)convolution->filters.data.data; - const int16_t* bias_data = (const int16_t*)convolution->bias.data.data; convolution_context_t int16_context = { convolution->config, bottom_tensor, top_tensor, - weight_data, - bias_data, + convolution->filters.data, + convolution->bias.data, + convolution->requantize.data, top_tensor->d1, top_tensor->d2, }; @@ -231,9 +237,7 @@ FUNCTION_IRAM static int convolution_forward( int16_conv(&int16_context); } else { - for(int g = 0; g < convolution->config.group; g ++){ - group_conv(&int16_context, g); - } + group_conv(&int16_context); } return CNET_STATUS_SUCCESS; diff --git a/c-network/src/operation/inner_product.c b/c-network/src/operation/inner_product.c index c968300..ed0b052 100644 --- a/c-network/src/operation/inner_product.c +++ b/c-network/src/operation/inner_product.c @@ -16,192 +16,37 @@ #define Min(x, y) ((x) < (y) ? (x) : (y)) #define Max(x, y) ((x) > (y) ? (x) : (y)) -typedef struct inner_product_context_t { - tensor_t *bottom_tensor; - inner_product_config_t config; - int16_t *weight_data; - int16_t *bias_data; - int16_t *out_ptr; -} inner_product_context_t; -FUNCTION_IRAM void inner_product_requantize_tile(inner_product_context_t *context, size_t p, size_t tile) { - - int16_t *weight_data = context->weight_data; - tensor_t *bottom_tensor = context->bottom_tensor; - int16_t* out_ptr = (int16_t*)context->out_ptr; - - int32_t size = tensor_total(bottom_tensor); - const int16_t *w0 = weight_data + size * p; - const int16_t *w1 = w0 + size; - const int16_t *w2 = w1 + size; - const int16_t *w3 = w2 + size; - const int16_t *v = (int16_t *) bottom_tensor->data; - - int32_t out_max = context->config.max; - int32_t out_min = context->config.min; - fixed_mul_t requantize = context->config.requantize; - fixed_mul_t leaky = context->config.leaky; - - register int32_t compute_grid = size >> 2; - register int32_t remain = size & 0b11; - register int32_t grid_v[4] = {0}; - - if(tile == 4){ - register int64_t sum0 = 0, sum1 = 0, sum2 = 0, sum3 = 0; - register int32_t b0 = context->config.bias_term ? context->bias_data[p] : 0; - register int32_t b1 = context->config.bias_term ? context->bias_data[p+1] : 0; - register int32_t b2 = context->config.bias_term ? context->bias_data[p+2] : 0; - register int32_t b3 = context->config.bias_term ? context->bias_data[p+3] : 0; - while (compute_grid -- > 0){ - grid_v[0] = v[0]; - grid_v[1] = v[1]; - grid_v[2] = v[2]; - grid_v[3] = v[3]; - - sum0 += grid_v[0] * w0[0]; - sum1 += grid_v[0] * w1[0]; - sum2 += grid_v[0] * w2[0]; - sum3 += grid_v[0] * w3[0]; - - sum0 += grid_v[1] * w0[1]; - sum1 += grid_v[1] * w1[1]; - sum2 += grid_v[1] * w2[1]; - sum3 += grid_v[1] * w3[1]; - - sum0 += grid_v[2] * w0[2]; - sum1 += grid_v[2] * w1[2]; - sum2 += grid_v[2] * w2[2]; - sum3 += grid_v[2] * w3[2]; - - sum0 += grid_v[3] * w0[3]; - sum1 += grid_v[3] * w1[3]; - sum2 += grid_v[3] * w2[3]; - sum3 += grid_v[3] * w3[3]; - - v += 4; - w0 += 4; - w1 += 4; - w2 += 4; - w3 += 4; - } - - for (int i = 0; i < remain; i++) { - int32_t value = v[i]; - sum0 += value * w0[i]; - sum1 += value * w1[i]; - sum2 += value * w2[i]; - sum3 += value * w3[i]; - } - - sum0 = REQUANTIZE_BIAS(sum0, requantize, b0); - sum1 = REQUANTIZE_BIAS(sum1, requantize, b1); - sum2 = REQUANTIZE_BIAS(sum2, requantize, b2); - sum3 = REQUANTIZE_BIAS(sum3, requantize, b3); - - sum0 = sum0 > 0 ? sum0 : MULTIPLY_FIDED(sum0, leaky); - sum1 = sum1 > 0 ? sum1 : MULTIPLY_FIDED(sum1, leaky); - sum2 = sum2 > 0 ? sum2 : MULTIPLY_FIDED(sum2, leaky); - sum3 = sum3 > 0 ? sum3 : MULTIPLY_FIDED(sum3, leaky); - - out_ptr[p] = CLIP_INT16(sum0, out_max, out_min); - out_ptr[p+1] = CLIP_INT16(sum1, out_max, out_min); - out_ptr[p+2] = CLIP_INT16(sum2, out_max, out_min); - out_ptr[p+3] = CLIP_INT16(sum3, out_max, out_min); - } else if(tile == 3){ - register int64_t sum0 = 0, sum1 = 0, sum2 = 0; - register int32_t b0 = context->config.bias_term ? context->bias_data[p] : 0; - register int32_t b1 = context->config.bias_term ? context->bias_data[p+1] : 0; - register int32_t b2 = context->config.bias_term ? context->bias_data[p+2] : 0; - while (compute_grid -- > 0){ - grid_v[0] = v[0]; - grid_v[1] = v[1]; - grid_v[2] = v[2]; - grid_v[3] = v[3]; - - sum0 += grid_v[0] * w0[0]; - sum1 += grid_v[0] * w1[0]; - sum2 += grid_v[0] * w2[0]; - - sum0 += grid_v[1] * w0[1]; - sum1 += grid_v[1] * w1[1]; - sum2 += grid_v[1] * w2[1]; - - sum0 += grid_v[2] * w0[2]; - sum1 += grid_v[2] * w1[2]; - sum2 += grid_v[2] * w2[2]; - - sum0 += grid_v[3] * w0[3]; - sum1 += grid_v[3] * w1[3]; - sum2 += grid_v[3] * w2[3]; - - v += 4; - w0 += 4; - w1 += 4; - w2 += 4; - } - - for (int i = 0; i < remain; i++) { - int32_t value = v[i]; - sum0 += value * w0[i]; - sum1 += value * w1[i]; - sum2 += value * w2[i]; - } - - sum0 = REQUANTIZE_BIAS(sum0, requantize, b0); - sum1 = REQUANTIZE_BIAS(sum1, requantize, b1); - sum2 = REQUANTIZE_BIAS(sum2, requantize, b2); - - sum0 = sum0 > 0 ? sum0 : MULTIPLY_FIDED(sum0, leaky); - sum1 = sum1 > 0 ? sum1 : MULTIPLY_FIDED(sum1, leaky); - sum2 = sum2 > 0 ? sum2 : MULTIPLY_FIDED(sum2, leaky); - - out_ptr[p] = CLIP_INT16(sum0, out_max, out_min); - out_ptr[p+1] = CLIP_INT16(sum1, out_max, out_min); - out_ptr[p+2] = CLIP_INT16(sum2, out_max, out_min); - }else if(tile == 2){ - register int64_t sum0 = 0, sum1 = 0; - register int32_t b0 = context->config.bias_term ? context->bias_data[p] : 0; - register int32_t b1 = context->config.bias_term ? context->bias_data[p+1] : 0; - while (compute_grid -- > 0){ - grid_v[0] = v[0]; - grid_v[1] = v[1]; - grid_v[2] = v[2]; - grid_v[3] = v[3]; - - sum0 += grid_v[0] * w0[0]; - sum1 += grid_v[0] * w1[0]; - - sum0 += grid_v[1] * w0[1]; - sum1 += grid_v[1] * w1[1]; - - sum0 += grid_v[2] * w0[2]; - sum1 += grid_v[2] * w1[2]; +FUNCTION_IRAM static int inner_product_forward_impl( + inner_product_t *inner_product, + tensor_t *bottom_tensor, + tensor_t *top_tensor, + option_t *opt) { - sum0 += grid_v[3] * w0[3]; - sum1 += grid_v[3] * w1[3]; + inner_product_config_t config = inner_product->config; - v += 4; - w0 += 4; - w1 += 4; - } + int16_t* out_ptr = (int16_t*) top_tensor->data; + int16_t *w0 = inner_product->weights.data; + int32_t *bias = config.bias_term ? inner_product->bias.data : NULL; + float *requantize_data = inner_product->requantize.data; - for (int i = 0; i < remain; i++) { - int32_t value = v[i]; - sum0 += value * w0[i]; - sum1 += value * w1[i]; - } + int32_t out_max = config.max; + int32_t out_min = config.min; + int output_num = config.filers_size[3]; + int requantize_num = config.requantize_num; + int32_t input_num = config.filers_size[2]; + fixed_mul_t leaky = get_fixed_mul(config.leaky); - sum0 = REQUANTIZE_BIAS(sum0, requantize, b0); - sum1 = REQUANTIZE_BIAS(sum1, requantize, b1); + for(int p = 0; p < output_num; p ++){ + register int64_t sum0 = 0; + register int32_t b0 = bias ? bias[p] : 0; + const int16_t *v = (int16_t *) bottom_tensor->data; + float output_scale = requantize_num > 1 ? requantize_data[p] : requantize_data[0]; + fixed_mul_t requantize = get_fixed_mul(output_scale); - sum0 = sum0 > 0 ? sum0 : MULTIPLY_FIDED(sum0, leaky); - sum1 = sum1 > 0 ? sum1 : MULTIPLY_FIDED(sum1, leaky); + register int32_t compute_grid = input_num >> 2; + register int32_t remain = input_num & 0b11; - out_ptr[p] = CLIP_INT16(sum0, out_max, out_min); - out_ptr[p+1] = CLIP_INT16(sum1, out_max, out_min); - }else if(tile == 1){ - register int64_t sum0 = 0; - register int32_t b0 = context->config.bias_term ? context->bias_data[p] : 0; while (compute_grid -- > 0){ sum0 += v[0] * w0[0]; sum0 += v[1] * w0[1]; @@ -216,30 +61,12 @@ FUNCTION_IRAM void inner_product_requantize_tile(inner_product_context_t *contex int32_t value = v[i]; sum0 += value * w0[i]; } + w0 += remain; sum0 = REQUANTIZE_BIAS(sum0, requantize, b0); sum0 = sum0 > 0 ? sum0 : MULTIPLY_FIDED(sum0, leaky); out_ptr[p] = CLIP_INT16(sum0, out_max, out_min); } -} - - -FUNCTION_IRAM static int inner_product_forward_impl( - inner_product_t *inner_product, - tensor_t *bottom_tensor, - tensor_t *top_tensor, - option_t *opt) { - - inner_product_context_t context_mul = { - bottom_tensor, - inner_product->config, - inner_product->weights.data.data, - inner_product->bias.data.data, - top_tensor->data, - }; - - int output_num = inner_product->config.filers_size[3]; - PARALLELIZE_1D_TILE_1D(inner_product_requantize_tile, context_mul, output_num, 4); return CNET_STATUS_SUCCESS; } diff --git a/c-network/src/operation/memory_data.c b/c-network/src/operation/memory_data.c index 9e58a36..bb9a7c6 100644 --- a/c-network/src/operation/memory_data.c +++ b/c-network/src/operation/memory_data.c @@ -20,7 +20,7 @@ FUNCTION_IRAM static int memory_data_forward( tensor_t *top_tensor = &top_tensors->data[0].data; size_t total_size = tensor_total(top_tensor) * top_tensor->elem_size; - memcpy(top_tensor->data, memory_data->data.data.data, total_size); + memcpy(top_tensor->data, memory_data->data.data, total_size); return CNET_STATUS_SUCCESS; } diff --git a/c-network/src/operation/pooling.c b/c-network/src/operation/pooling.c index 880f78d..dccab5d 100644 --- a/c-network/src/operation/pooling.c +++ b/c-network/src/operation/pooling.c @@ -20,7 +20,6 @@ FUNCTION_IRAM static int global_pooling_forward(pooling_t *pooling, tensor_t *bo int channels = bottom_tensor->d0; int input_w = bottom_tensor->d1; int input_h = bottom_tensor->d2; - fixed_mul_t requantize = pooling->config.requantize; int16_t *output = top_tensor->data; int16_t *input = bottom_tensor->data; @@ -35,7 +34,7 @@ FUNCTION_IRAM static int global_pooling_forward(pooling_t *pooling, tensor_t *bo } } - output[c] = MULTIPLY_FIDED(max, requantize); + output[c] = max; } } else if (pooling->config.pooling_type == pool_method_avg_type) { int size = input_w * input_h; @@ -49,7 +48,7 @@ FUNCTION_IRAM static int global_pooling_forward(pooling_t *pooling, tensor_t *bo } sum = sum / size; - output[c] = MULTIPLY_FIDED(sum, requantize); + output[c] = sum; } } @@ -87,7 +86,7 @@ FUNCTION_IRAM static void normal_pool_max(normal_pooling_context_t *context) { int16_t *points_output = out_ptr + ( oy * context->out_w + ox) * channels; for(int32_t oc = 0; oc < channels; oc ++){ - int32_t value = INT16_MIN; + int16_t value = INT16_MIN; for (int32_t ky = filter_y_start; ky < filter_y_end; ky++) { for (int32_t kx = filter_x_start; kx < filter_x_end; kx++) @@ -100,9 +99,7 @@ FUNCTION_IRAM static void normal_pool_max(normal_pooling_context_t *context) { value = Max(value, in_v); } } - - value = MULTIPLY_FIDED(value, context->config.requantize); - points_output[oc] = CLIP_INT16(value, INT16_MAX, INT16_MIN); + points_output[oc] = value; } } } @@ -150,8 +147,7 @@ FUNCTION_IRAM static void normal_pool_ave(normal_pooling_context_t *context) { kernel_count = context->config.count_include_pad ? all_kernel_count : kernel_count; value = kernel_count > 0 ? value / kernel_count : 0; - value = MULTIPLY_FIDED(value, context->config.requantize); - points_output[oc] = CLIP_INT16(value, INT16_MAX, INT16_MIN); + points_output[oc] = value; } } } diff --git a/c-network/src/operation/prelu.c b/c-network/src/operation/prelu.c index df2c7d7..7d33362 100644 --- a/c-network/src/operation/prelu.c +++ b/c-network/src/operation/prelu.c @@ -11,27 +11,6 @@ #include "operation.h" #include "operation_config.h" -typedef struct prelu_group_context_t { - int group_size; - float num_slope; - float *slope_data; - fixed_mul_t requantize; - int16_t *ptr; -} prelu_group_context_t; - -FUNCTION_IRAM static void prelu_int16_group_thread(prelu_group_context_t *context, size_t g) { - int16_t *ptr = context->ptr + g * context->group_size; - float slope = context->num_slope > 1 ? context->slope_data[g] : context->slope_data[0]; - fixed_mul_t slope_fixed = get_fixed_mul(slope); - fixed_mul_t requantize = context->requantize; - - for (int j = 0; j < context->group_size; j++) { - int32_t v = ptr[j]; - v = v < 0 ? MULTIPLY_FIDED(v, slope_fixed) : MULTIPLY_FIDED(v, requantize); - ptr[j] = CLIP_INT16(v, INT16_MAX, INT16_MIN); - } -} - FUNCTION_IRAM static int prelu_forward( operation_t *operation, vector_blob_container_t *bottom_tensors, @@ -41,7 +20,7 @@ FUNCTION_IRAM static int prelu_forward( blob_container_t *top = &top_tensors->data[0]; prelu_t *prelu = (prelu_t*)operation->base; - float *slope_data = (float *) prelu->slope.data.data; + float *slope_data = (float *) prelu->slope.data; int group = top->blob->shape[1] * top->blob->shape[2]; int group_size = top->blob->shape[3]; @@ -49,8 +28,9 @@ FUNCTION_IRAM static int prelu_forward( size_t total = group * group_size; int16_t *ptr = top->data.data; float slope = slope_data[0]; + fixed_mul_t slope_fixed = get_fixed_mul(slope); - fixed_mul_t requantize = prelu->config.requantize; + fixed_mul_t requantize = get_fixed_mul(prelu->config.requantize); for (int j = 0; j < total; j++) { int32_t v = ptr[j]; @@ -59,7 +39,7 @@ FUNCTION_IRAM static int prelu_forward( } }else{ int16_t *ptr = top->data.data; - fixed_mul_t requantize = prelu->config.requantize; + fixed_mul_t requantize = get_fixed_mul(prelu->config.requantize); for(int s = 0; s < group; s ++){ for(int j = 0; j < group_size; j++){ float slope = slope_data[j]; diff --git a/c-network/src/operation/slice.c b/c-network/src/operation/slice.c index 1638e04..4c0c759 100644 --- a/c-network/src/operation/slice.c +++ b/c-network/src/operation/slice.c @@ -21,7 +21,7 @@ FUNCTION_IRAM static int slice_forward( tensor_t *bottom_tensor = &bottom_tensors->data[0].data; int dims = bottom_tensor->dims; size_t elem_size = bottom_tensor->elem_size; - const int* slices_ptr = (int*)slice->slices.data.data; + const int* slices_ptr = (int*)slice->slices.data; /// axis == 0 if (dims == 1) diff --git a/c-network/tools/CMakeLists.txt b/c-network/tools/CMakeLists.txt index a3ec91d..db3605e 100644 --- a/c-network/tools/CMakeLists.txt +++ b/c-network/tools/CMakeLists.txt @@ -2,7 +2,6 @@ cmake_minimum_required(VERSION 3.1) project(netork-tools) -# for CMAKE_CXX_STANDARD set(CMAKE_CXX_STANDARD 11) find_package(OpenCV REQUIRED) diff --git a/c-network/tools/nn-case/CMakeLists.txt b/c-network/tools/nn-case/CMakeLists.txt index 718aad1..a38c872 100644 --- a/c-network/tools/nn-case/CMakeLists.txt +++ b/c-network/tools/nn-case/CMakeLists.txt @@ -10,7 +10,7 @@ add_executable(nn-case QuantizeData.cpp CNetCase.cpp CNetLayerCase.cpp - CNetQuantizer.cpp + CNetQuantize.cpp layer/IgnoreLayerCase.cpp layer/ActivationCase.cpp layer/BatchNormCase.cpp diff --git a/c-network/tools/nn-case/CNetCase.cpp b/c-network/tools/nn-case/CNetCase.cpp index da90152..a6387c5 100644 --- a/c-network/tools/nn-case/CNetCase.cpp +++ b/c-network/tools/nn-case/CNetCase.cpp @@ -37,34 +37,53 @@ static std::string string_upper(std::string in_string){ return in_string; } -void write_weights_data(ncnn::Mat weights, FILE* cpp, const std::string& param_var) +void write_weights_data(const QuantizeMat &weights, FILE* cpp, const std::string& param_var) { fprintf(cpp, "\n__attribute__((aligned(4))) \n"); - size_t size = weights.total() * weights.elemsize; + size_t size = weights.data.total() * weights.data.elemsize; if(size > 0){ fprintf(cpp, "static const unsigned char %s_data[] = {\n", param_var.c_str()); - unsigned char* data = weights; + const unsigned char* data = weights.data; + int count = 0; for (size_t i = 0; i < size; i++) { fprintf(cpp, "0x%02x,", data[i]); - if ((i + 1) % 32 == 0) { + count ++; + if (count % 32 == 0) { + count = 0; fprintf(cpp, "\n"); } } + + for (int i = 0; i < weights.extra; i++) { + fprintf(cpp, "0x%02x,", 0); + + count ++; + if (count % 32 == 0) { + count = 0; + fprintf(cpp, "\n"); + } + } + fprintf(cpp, "};\n"); + fprintf(cpp, "DEFINE_TENSOR(%s, %zu, %d, %zu, %s_data)", + param_var.c_str(), + weights.data.elemsize, weights.data_type, size, + param_var.c_str()); } else{ fprintf(cpp, "static const unsigned char* %s_data[] = NULL;\n", param_var.c_str()); + fprintf(cpp, "DEFINE_TENSOR(%s, 0, 0, 0, %s_data)", param_var.c_str(), param_var.c_str()); } - - fprintf(cpp, "DEFINE_TENSOR(%s, %zu, %s_data, %f)", param_var.c_str(), size, param_var.c_str(), 1.f); } -CNetCase::CNetCase(data_type_t data_type) - : data_type(data_type), +CNetCase::CNetCase(data_type_t data_type, bool per_channel_quantize) + : ncnn::Net(), + data_type(data_type), + per_channel_quantize(per_channel_quantize), blobs(mutable_blobs()), layers(mutable_layers()), - quantize(CNetQuantizer::makeQuantizer(data_type)) { + quantize(CNetQuantize::makeQuantize(data_type)) { opt.lightmode = false; } @@ -159,7 +178,7 @@ bool CNetCase::load_blob_scales(const char* filename) pch = strtok(nullptr, " "); } - blob_scale_table[key_str] = scales[0]; + blob_scale_table[key_str] = quantize->get_threshold_scale(scales[0]); key_str.clear(); scales.clear(); @@ -171,11 +190,42 @@ bool CNetCase::load_blob_scales(const char* filename) } bool CNetCase::fix_blob_scales() { - for (auto layer : layers) { - if(layer->type == "MemoryData"){ - auto *md = dynamic_cast(layer); - blob_scale_table[blobs[md->tops[0]].name] = quantize->get_scaled(md->data); - } + + /// get requantize + std::vector sequence; + for (const auto& blob : case_blobs) { + if (blob.second.consumers_count == 0) { + get_run_sequence(case_blob_names[blob.first], sequence); + } + } + + std::set fix_operation = { + "Crop", + "Interp", + "Padding", + "Pooling", + "Reshape", + "ShuffleChannel", + "Slice", + }; + + std::vector blob_layers; + for (auto& layer_name : sequence) { + auto index = find_layer_index_by_name(layer_name.c_str()); + auto layer = layers[index]; + + if(layer->type == "MemoryData"){ + auto *md = dynamic_cast(layer); + ncnn::Mat scaled = quantize->get_channels_scaled(md->data); + blob_scale_table[blobs[md->tops[0]].name] = scaled[0]; + } + + if(fix_operation.find(layer->type) != fix_operation.end()){ + float input = blob_scale_table[blobs[layer->bottoms[0]].name]; + for(int top : layer->tops){ + blob_scale_table[blobs[top].name] = input; + } + } } return true; diff --git a/c-network/tools/nn-case/CNetCase.h b/c-network/tools/nn-case/CNetCase.h index 106b927..2b5a6f2 100644 --- a/c-network/tools/nn-case/CNetCase.h +++ b/c-network/tools/nn-case/CNetCase.h @@ -21,7 +21,7 @@ #include "layer_type.h" #include "net.h" -#include "CNetQuantizer.h" +#include "CNetQuantize.h" /// Case pointer class CNetLayerCase; @@ -34,7 +34,7 @@ class CNetCase : public ncnn::Net, std::enable_shared_from_this{ public: /// CNetCase /// \param data_type - explicit CNetCase(data_type_t data_type); + explicit CNetCase(data_type_t data_type, bool per_channel_quantize); /// Setup case layers /// \return @@ -120,6 +120,9 @@ class CNetCase : public ncnn::Net, std::enable_shared_from_this{ /// data type data_type_t data_type; + /// do weights quantize by per channels + bool per_channel_quantize; + /// blobs std::vector& blobs; @@ -130,7 +133,7 @@ class CNetCase : public ncnn::Net, std::enable_shared_from_this{ std::map case_layers; /// quantize - std::shared_ptr quantize; + std::shared_ptr quantize; /// blob infos std::map case_blobs; @@ -145,7 +148,7 @@ class CNetCase : public ncnn::Net, std::enable_shared_from_this{ std::map blob_scale_table; /// quantize weights - std::map quantize_weights; + std::map quantize_weights; protected: friend class CNetLayerCase; diff --git a/c-network/tools/nn-case/CNetLayerCase.cpp b/c-network/tools/nn-case/CNetLayerCase.cpp index 27552d0..acdc0b1 100644 --- a/c-network/tools/nn-case/CNetLayerCase.cpp +++ b/c-network/tools/nn-case/CNetLayerCase.cpp @@ -13,6 +13,7 @@ CNetLayerCase::CNetLayerCase(CNetCase* network, ncnn::Layer *layer) : network(network), layer(layer), data_type(network->data_type), + per_channel_quantize(network->per_channel_quantize), blobs(network->blobs), layers(network->layers), quantize(network->quantize), diff --git a/c-network/tools/nn-case/CNetLayerCase.h b/c-network/tools/nn-case/CNetLayerCase.h index fed8caa..80f9fd7 100644 --- a/c-network/tools/nn-case/CNetLayerCase.h +++ b/c-network/tools/nn-case/CNetLayerCase.h @@ -17,7 +17,7 @@ #include #include #include "layer.h" -#include "CNetQuantizer.h" +#include "CNetQuantize.h" /** * CNetCase @@ -78,6 +78,9 @@ class CNetLayerCase{ /// data type data_type_t &data_type; + /// do weights quantize by per channels + bool &per_channel_quantize; + /// blobs std::vector& blobs; @@ -85,7 +88,7 @@ class CNetLayerCase{ std::vector& layers; /// quantize - std::shared_ptr &quantize; + std::shared_ptr &quantize; /// blob infos std::map &case_blobs; @@ -97,7 +100,7 @@ class CNetLayerCase{ std::map &blob_scale_table; /// quantize weights - std::map &quantize_data_weights; + std::map &quantize_data_weights; }; /// Case pointer diff --git a/c-network/tools/nn-case/CNetQuantize.cpp b/c-network/tools/nn-case/CNetQuantize.cpp new file mode 100644 index 0000000..7438cca --- /dev/null +++ b/c-network/tools/nn-case/CNetQuantize.cpp @@ -0,0 +1,165 @@ +/** + * + * Copyright (c) 2023 C-NET + * All rights reserved. + * Created by XiangWei-Zeng + * + **/ + + + +#include "CNetQuantize.h" +#include "QuantizeData.h" + +#include +#include + + +namespace { + template + inline type float2int(float v) { + int int32 = round(v); + if (int32 > std::numeric_limits::max()){ + return std::numeric_limits::max(); + } + + if (int32 < std::numeric_limits::min()){ + return std::numeric_limits::min(); + } + return (type)int32; + } + + template + float get_scaled(const ncnn::Mat& float_mat, int number = 2048) + { + QuantizeData quantize_data("scaled", number); + + quantize_data.initial_blob_max(float_mat); + return std::numeric_limits::max() / quantize_data.max_value; + } + + template + void quantize_mat(const ncnn::Mat& float_mat, ncnn::Mat &quantize_data, float scale) + { + size_t size = float_mat.total(); + if(quantize_data.empty()){ + quantize_data.create((int)size, sizeof(type), (ncnn::Allocator*)nullptr); + } + + float* input = ((float*)float_mat.data); + type* output = ((type*)quantize_data.data); + for (size_t i = 0; i < size; i++) { + output[i] = float2int(input[i] * scale); + } + } + + template + ncnn::Mat permute(const ncnn::Mat& mat, int n, int h, int w, int c){ + int c_step = w * h; + + ncnn::Mat output_mat = mat.clone(); + for(int n_ = 0; n_ < n; n_ ++){ + type *input = (type*)mat.data + n_ * w * h * c; + for(int h_ = 0; h_ < h; h_ ++){ + + type *output = (type*)output_mat.data + n_ * w * h * c + h_*w*c; + for(int w_ = 0; w_ < w; w_ ++){ + for(int c_ = 0; c_ < c; c_++){ + type *input_c = input + c_ * c_step + h_ * w + w_; + *output++ = *input_c; + } + } + } + } + + return output_mat; + } +}; + +CNetQuantize::~CNetQuantize() { +} + +template +class CNetQuantizeImpl: public CNetQuantize{ +public: + + int32_t get_number_min() override { + return std::numeric_limits::min(); + } + + int32_t get_number_max() override { + return std::numeric_limits::max(); + } + + int32_t float2int(float v) override { + return ::float2int(v); + } + + float get_threshold_scale(float threshold) override{ + return std::numeric_limits::max() / threshold; + } + + ncnn::Mat get_channels_scaled(const ncnn::Mat &float_mat, int channels = 1, int number = 2048) override{ + ncnn::Mat scaled_mat; + scaled_mat.create(channels, 4u, nullptr); + + int group_size = float_mat.total() / channels; + auto *scaled = static_cast(scaled_mat.data); + for(int i = 0; i < channels; i++){ + ncnn::Mat c_mat = float_mat.range(i * group_size, group_size); + scaled[i] = get_scaled(c_mat); + } + + return scaled_mat; + } + + ncnn::Mat do_quantize(const ncnn::Mat &float_mat, ncnn::Mat scaled_mat, int channels = 1) override{ + + int group_size = float_mat.total() / channels; + auto *scaled = static_cast(scaled_mat.data); + + ncnn::Mat quantize_data; + quantize_data.create(float_mat.total(), sizeof(Type), nullptr); + for(int i = 0; i < channels; i++){ + ncnn::Mat c_mat = float_mat.range(i * group_size, group_size); + ncnn::Mat q_mat = quantize_data.range(i * group_size, group_size); + quantize_mat(c_mat, q_mat, scaled[i]); + } + + return quantize_data; + } + + ncnn::Mat do_quantize_s32(const ncnn::Mat &float_mat, ncnn::Mat scaled_mat, int channels = 1) override{ + int group_size = float_mat.total() / channels; + auto *scaled = static_cast(scaled_mat.data); + + ncnn::Mat quantize_data; + quantize_data.create(float_mat.total(), sizeof(int32_t), nullptr); + for(int i = 0; i < channels; i++){ + ncnn::Mat c_mat = float_mat.range(i * group_size, group_size); + ncnn::Mat q_mat = quantize_data.range(i * group_size, group_size); + quantize_mat(c_mat, q_mat, scaled[i]); + } + + return quantize_data; + } + + ncnn::Mat permute(const ncnn::Mat &mat, int n, int h, int w, int c) override { + return ::permute(mat, n, h, w, c); + } +}; + +std::shared_ptr CNetQuantize::makeQuantize(data_type_t data_type) { + switch (data_type) { + case int8_data_type: + return std::make_shared>(); + case int16_data_type: + return std::make_shared>(); + default:{ + break; + } + } + + return nullptr; +} + diff --git a/c-network/tools/nn-case/CNetQuantize.h b/c-network/tools/nn-case/CNetQuantize.h new file mode 100644 index 0000000..f569dd0 --- /dev/null +++ b/c-network/tools/nn-case/CNetQuantize.h @@ -0,0 +1,128 @@ +/** + * + * Copyright (c) 2023 C-NET + * All rights reserved. + * Created by XiangWei-Zeng + * + **/ + + + +#ifndef CNET_CNET_QUANTIZE_H +#define CNET_CNET_QUANTIZE_H + +#include +#include "mat.h" +#include "operation_config.h" + +/** + * CNetQuantize + */ +class CNetQuantize { +public: + + /** + * ~CNetQuantize + */ + virtual ~CNetQuantize(); + + /** + * Get number min + * @return + */ + virtual int32_t get_number_min() = 0; + + /** + * Get number max + * @return + */ + virtual int32_t get_number_max() = 0; + + /** + * Float to int, clip to min/max + * @param v + * @return + */ + virtual int32_t float2int(float v) = 0; + + /** + * Get threshold scale + * @param threshold + * @return + */ + virtual float get_threshold_scale(float threshold) = 0; + + /** + * Get channels scaled + * @param float_mat + * @param channels + * @param number + * @return + */ + virtual ncnn::Mat get_channels_scaled(const ncnn::Mat& float_mat, int channels = 1, int number = 2048) = 0; + + /// Do quantize + /// \param float_mat + /// \param scale + /// \return + virtual ncnn::Mat do_quantize(const ncnn::Mat& float_mat, ncnn::Mat scale, int channels = 1) = 0; + + /// Do quantize + /// \param float_mat + /// \param scale + /// \return + virtual ncnn::Mat do_quantize_s32(const ncnn::Mat& float_mat, ncnn::Mat scale, int channels = 1) = 0; + + /// Permute + /// \param mat + /// \param n + /// \param h + /// \param w + /// \param c + /// \return + virtual ncnn::Mat permute(const ncnn::Mat& mat, int n, int h, int w, int c) = 0; + + /// Make Quantize + /// \param data_type + /// \return + static std::shared_ptr makeQuantize(data_type_t data_type); +}; + +/** + * QuantizeMat + */ +class QuantizeMat{ +public: + QuantizeMat() = default; + + QuantizeMat(const ncnn::Mat &data, data_type_t data_type): + data(data), data_type(data_type){ + switch (data_type) { + case float_data_type: + extra = 128; + break; + case int8_data_type: + extra = 32; + break; + case int16_data_type: + extra = 64; + break; + case int32_data_type: + extra = 128; + break; + } + } + +public: + /// Data + ncnn::Mat data; + + /// Data type + data_type_t data_type; + + /// Extra in trail + int extra; + +}; + +#endif //CNET_CNET_QUANTIZE_H diff --git a/c-network/tools/nn-case/CNetQuantizer.cpp b/c-network/tools/nn-case/CNetQuantizer.cpp deleted file mode 100644 index 50633ff..0000000 --- a/c-network/tools/nn-case/CNetQuantizer.cpp +++ /dev/null @@ -1,113 +0,0 @@ -/** - * - * Copyright (c) 2023 C-NET - * All rights reserved. - * Created by XiangWei-Zeng - * - **/ - - - -#include "CNetQuantizer.h" -#include "QuantizeData.h" - -#include -#include -#include - - -namespace { - template - inline type float2int(float v) { - int int32 = round(v); - if (int32 > std::numeric_limits::max()){ - return std::numeric_limits::max(); - } - - if (int32 < std::numeric_limits::min()){ - return std::numeric_limits::min(); - } - return (type)int32; - } - - template - ncnn::Mat quantize_mat(const ncnn::Mat& float_mat, float scale) - { - size_t size = float_mat.total(); - ncnn::Mat quantized_data; - quantized_data.create((int)size, sizeof(type), (ncnn::Allocator*)nullptr); - - float* input = ((float*)float_mat.data); - type* output = ((type*)quantized_data.data); - for (size_t i = 0; i < size; i++) { - output[i] = float2int(input[i] * scale); - } - - return quantized_data; - } - - template - ncnn::Mat permute(const ncnn::Mat& mat, int n, int h, int w, int c){ - int c_step = w * h; - - ncnn::Mat output_mat = mat.clone(); - for(int n_ = 0; n_ < n; n_ ++){ - type *input = (type*)mat.data + n_ * w * h * c; - for(int h_ = 0; h_ < h; h_ ++){ - - type *output = (type*)output_mat.data + n_ * w * h * c + h_*w*c; - for(int w_ = 0; w_ < w; w_ ++){ - for(int c_ = 0; c_ < c; c_++){ - type *input_c = input + c_ * c_step + h_ * w + w_; - *output++ = *input_c; - } - } - } - } - - return output_mat; - } - - template - float get_scaled(const ncnn::Mat& float_mat, int number = 2048) - { - QuantizeData quantize_data("scaled", number); - - quantize_data.initial_blob_max(float_mat); - return std::numeric_limits::max() / quantize_data.max_value; - } -}; - -CNetQuantizer::~CNetQuantizer() { -} - -template -class CNetQuantizerImpl: public CNetQuantizer{ -public: - - float get_scaled(const ncnn::Mat& float_mat, int number = 2048) override{ - return ::get_scaled(float_mat, number); - } - - ncnn::Mat do_quantize(const ncnn::Mat& float_mat, float scale) override { - return ::quantize_mat(float_mat,scale); - }; - - ncnn::Mat permute(const ncnn::Mat &mat, int n, int h, int w, int c) override { - return ::permute(mat, n, h, w, c); - } -}; - -std::shared_ptr CNetQuantizer::makeQuantizer(data_type_t data_type) { - switch (data_type) { - case int8_data_type: - return std::make_shared>(); - case int16_data_type: - return std::make_shared>(); - default:{ - break; - } - } - - return nullptr; -} diff --git a/c-network/tools/nn-case/CNetQuantizer.h b/c-network/tools/nn-case/CNetQuantizer.h deleted file mode 100644 index 3f47adb..0000000 --- a/c-network/tools/nn-case/CNetQuantizer.h +++ /dev/null @@ -1,55 +0,0 @@ -/** - * - * Copyright (c) 2023 C-NET - * All rights reserved. - * Created by XiangWei-Zeng - * - **/ - - - -#ifndef CNET_CNET_QUANTIZE_H -#define CNET_CNET_QUANTIZE_H - -#include -#include "mat.h" -#include "operation_config.h" - -/** - * CNetQuantize - */ -class CNetQuantizer { -public: - - /// ~CNetQuantize - virtual ~CNetQuantizer(); - - /// Do quantize - /// \param float_mat - /// \param scale - /// \return - virtual ncnn::Mat do_quantize(const ncnn::Mat& float_mat, float scale) = 0; - - /// Permute - /// \param mat - /// \param n - /// \param h - /// \param w - /// \param c - /// \return - virtual ncnn::Mat permute(const ncnn::Mat& mat, int n, int h, int w, int c) = 0; - - /// Get Scaled - /// \param float_mat - /// \param number - /// \return - virtual float get_scaled(const ncnn::Mat& float_mat, int number = 2048) = 0; - - /// Make Quantizer - /// \param data_type - /// \return - static std::shared_ptr makeQuantizer(data_type_t data_type); -}; - - -#endif //CNET_CNET_QUANTIZE_H diff --git a/c-network/tools/nn-case/NetworkCase.cpp b/c-network/tools/nn-case/NetworkCase.cpp index afa18bc..7e4cc07 100644 --- a/c-network/tools/nn-case/NetworkCase.cpp +++ b/c-network/tools/nn-case/NetworkCase.cpp @@ -11,8 +11,10 @@ #include "CNetCase.h" int main(int argc, char** argv) { - if (argc != 6) { - fprintf(stderr, "usage: %s [in_param] [in_bin] [out_hpp] [out_cpp] [table_path]\n", argv[0]); + if (argc < 6) { + fprintf(stderr, "usage: %s [in_param] [in_bin] [out_hpp] [out_cpp] [table_path]" + "\n [quantize_type 1=int8 other=int16] [per_channels_quantize 1=true, other=false]\n", + argv[0]); return -1; } @@ -21,8 +23,22 @@ int main(int argc, char** argv) { const char* out_hpp = argv[3]; const char* out_cpp = argv[4]; const char* table_path = argv[5]; + data_type_t data_type = int16_data_type; + bool per_channels_quantize = false; - CNetCase network_case(int16_data_type); + if(argc >= 7){ + if(atoi(argv[6]) == 1){ + data_type = int8_data_type; + } + } + + if(argc >= 8){ + if(atoi(argv[7]) == 1){ + per_channels_quantize = true; + } + } + + CNetCase network_case(data_type, per_channels_quantize); if(network_case.load_param(in_param)){ fprintf(stderr, "load param failed\n"); return -1; diff --git a/c-network/tools/nn-case/QuantizeData.cpp b/c-network/tools/nn-case/QuantizeData.cpp index aa3d0a1..04c1203 100644 --- a/c-network/tools/nn-case/QuantizeData.cpp +++ b/c-network/tools/nn-case/QuantizeData.cpp @@ -250,11 +250,10 @@ int QuantizeData::threshold_distribution(const std::vector &distribution, return target_threshold; } -float QuantizeData::get_data_blob_scale() +float QuantizeData::get_data_blob_threshold() { normalize_histogram(); threshold_bin = threshold_distribution(histogram); threshold = (threshold_bin + 0.5) * histogram_interval; - scale = 32767 / threshold; - return scale; + return threshold; } \ No newline at end of file diff --git a/c-network/tools/nn-case/QuantizeData.h b/c-network/tools/nn-case/QuantizeData.h index 14714cc..df47601 100644 --- a/c-network/tools/nn-case/QuantizeData.h +++ b/c-network/tools/nn-case/QuantizeData.h @@ -11,15 +11,15 @@ #ifndef NCNN_QUANTIZE_DATA_H #define NCNN_QUANTIZE_DATA_H -#include +#include #include #include -#include +#include #include #include #include #include -#include +#include #include #include @@ -41,8 +41,8 @@ class QuantizeData int update_histogram(ncnn::Mat data); static float compute_kl_divergence(const std::vector &dist_a, const std::vector &dist_b); - static int threshold_distribution(const std::vector &distribution, const int target_bin=128); - float get_data_blob_scale(); + static int threshold_distribution(const std::vector &distribution, int target_bin=128); + float get_data_blob_threshold(); public: std::string name; @@ -52,9 +52,9 @@ class QuantizeData float histogram_interval; std::vector histogram; - float threshold{}; - int threshold_bin{}; - float scale{}; + float threshold; + int threshold_bin; + float scale; }; #endif //NCNN_QUANTIZE_DATA_H diff --git a/c-network/tools/nn-case/layer/BatchNormCase.cpp b/c-network/tools/nn-case/layer/BatchNormCase.cpp index c0661e9..2d47fb5 100644 --- a/c-network/tools/nn-case/layer/BatchNormCase.cpp +++ b/c-network/tools/nn-case/layer/BatchNormCase.cpp @@ -23,15 +23,26 @@ bool BatchNormCase::quantize_weights() { std::string input = get_blob_input_name(0); std::string output = get_blob_output_name(0); - ncnn::BatchNorm * bn = (ncnn::BatchNorm*)layer; - + auto * bn = (ncnn::BatchNorm*)layer; + float input_scale = case_blobs[input].scale; float output_scale = case_blobs[output].scale; - float weight_scale = quantize->get_scaled(bn->b_data); + + ncnn::Mat scaled_data = bn->b_data.clone(); + + for(int i = 0; i < scaled_data.total(); i++){ + scaled_data[i] = (scaled_data[i] * output_scale) / input_scale; + } + QuantizeMat scaled_quantize_data(scaled_data, float_data_type); std::string param_var = "layer_" + bn->name + "_batch_norm_scale"; - quantize_data_weights[param_var] = quantize->do_quantize(bn->b_data, weight_scale); + quantize_data_weights[param_var] = scaled_quantize_data; param_var = "layer_" + bn->name + "_batch_norm_offset"; - quantize_data_weights[param_var] = quantize->do_quantize(bn->a_data, output_scale); + ncnn::Mat output_quantize_data; + output_quantize_data.create(1, 4u, nullptr); + output_quantize_data[0] = output_scale; + quantize_data_weights[param_var] = QuantizeMat( + quantize->do_quantize_s32(bn->a_data, output_quantize_data), + data_type); return true; } @@ -40,15 +51,9 @@ bool BatchNormCase::get_layer_define(std::string &layer_define) { std::string input = get_blob_input_name(0); std::string output = get_blob_output_name(0); - ncnn::BatchNorm * bn = (ncnn::BatchNorm*)layer; - float input_scale = case_blobs[input].scale; - float output_scale = case_blobs[output].scale; - float weight_scale = quantize->get_scaled(bn->b_data); - fixed_mul_t requantize = get_fixed_mul(output_scale / (input_scale * weight_scale)); - + auto * bn = (ncnn::BatchNorm*)layer; char buffer[1024] = {0}; - sprintf(buffer, "DEFINE_BATCH_NORM_LAYER(%s, %d,%d);\n", - bn->name.c_str(), requantize.round_mul, requantize.shift); + sprintf(buffer, "DEFINE_BATCH_NORM_LAYER(%s);\n", bn->name.c_str()); layer_define = buffer; return false; diff --git a/c-network/tools/nn-case/layer/ConcatCase.cpp b/c-network/tools/nn-case/layer/ConcatCase.cpp index 873eaf3..d6af975 100644 --- a/c-network/tools/nn-case/layer/ConcatCase.cpp +++ b/c-network/tools/nn-case/layer/ConcatCase.cpp @@ -29,10 +29,10 @@ bool ConcatCase::get_layer_define(std::string &layer_define) { for (size_t j = 0; j < concat->bottoms.size(); j++) { std::string input_blob = get_blob_input_name((int)j); float input_scale = case_blobs[input_blob].scale; - fixed_mul_t fixed = get_fixed_mul(output_scale / input_scale); + float requantize = output_scale / input_scale; char concat_blob[256] = {0}; - sprintf(concat_blob, "%d, %d", fixed.round_mul, fixed.shift); + sprintf(concat_blob, "%f", requantize); if (j == 0) { input = concat_blob; diff --git a/c-network/tools/nn-case/layer/ConvolutionCase.cpp b/c-network/tools/nn-case/layer/ConvolutionCase.cpp index fa64f81..2218bd2 100644 --- a/c-network/tools/nn-case/layer/ConvolutionCase.cpp +++ b/c-network/tools/nn-case/layer/ConvolutionCase.cpp @@ -70,11 +70,14 @@ bool ConvolutionCase::quantize_convolution(const Conv* convolution, int group) std::string output = get_blob_output_name(0); float output_scale = case_blobs[output].scale; - float weight_scale = quantize->get_scaled(convolution->weight_data); + float input_scale = case_blobs[input].scale; + + int32_t req_num = per_channel_quantize ? convolution->num_output : 1; + ncnn::Mat weight_scale = quantize->get_channels_scaled(convolution->weight_data, req_num); std::string param_var = "layer_" + convolution->name + "_convolution_filters"; - ncnn::Mat quantize_data = quantize->do_quantize(convolution->weight_data, weight_scale); + ncnn::Mat quantize_data = quantize->do_quantize(convolution->weight_data, weight_scale, req_num); if(group == 1){ - quantize_data_weights[param_var] = quantize->permute( + quantize_data = quantize->permute( quantize_data, convolution->num_output, convolution->kernel_h, @@ -93,16 +96,27 @@ bool ConvolutionCase::quantize_convolution(const Conv* convolution, int group) auto permute_mat = quantize->permute(group_mat, n, h, w, c); memcpy(group_mat.data, permute_mat.data, group_filters_size * group_mat.elemsize); } - - quantize_data_weights[param_var] = quantize_data; } + quantize_data_weights[param_var] = QuantizeMat(quantize_data, data_type); param_var = "layer_" + convolution->name + "_convolution_bias"; if (convolution->bias_term) { - quantize_data_weights[param_var] = quantize->do_quantize(convolution->bias_data, output_scale); + ncnn::Mat output_quantize_data; + output_quantize_data.create(1, 4u, nullptr); + output_quantize_data[0] = output_scale; + + quantize_data_weights[param_var] = QuantizeMat( + quantize->do_quantize_s32(convolution->bias_data, output_quantize_data), + int32_data_type); } else{ - quantize_data_weights[param_var] = ncnn::Mat(); + quantize_data_weights[param_var] = QuantizeMat(); + } + + param_var = "layer_" + convolution->name + "_convolution_requantize"; + for(int i = 0; i < weight_scale.total(); i++){ + weight_scale[i] = output_scale / (weight_scale[i] * input_scale); } + quantize_data_weights[param_var] = QuantizeMat(weight_scale, float_data_type); return true; } @@ -120,37 +134,35 @@ bool ConvolutionCase::case_convolution(const Conv* convolution, int group, std:: float input_scale = case_blobs[input].scale; float output_scale = case_blobs[output].scale; - float weight_scale = quantize->get_scaled(convolution->weight_data); - fixed_mul_t requantize = get_fixed_mul(output_scale / (input_scale * weight_scale)); int32_t max; int32_t min; - fixed_mul_t leaky; + float leaky; switch (convolution->activation_type) { case 0: { - min = INT16_MIN; - max = INT16_MAX; - leaky = get_fixed_mul(1.f); + min = quantize->get_number_min(); + max = quantize->get_number_max(); + leaky = (1.f); break; } case 1: { min = 0; - max = INT16_MAX; - leaky = get_fixed_mul(1.f); + max = quantize->get_number_max(); + leaky = (1.f); break; } case 2: { - min = INT16_MIN; - max = INT16_MAX; - leaky = get_fixed_mul(convolution->activation_params[0]); + min = quantize->get_number_min(); + max = quantize->get_number_max(); + leaky = (convolution->activation_params[0]); break; } case 3: { - min = convolution->activation_params[0]*output_scale; - max = convolution->activation_params[1]*output_scale; - leaky = get_fixed_mul(1.f); + min = quantize->float2int(convolution->activation_params[0]*output_scale); + max = quantize->float2int(convolution->activation_params[1]*output_scale); + leaky = (1.f); break; } default: @@ -159,13 +171,14 @@ bool ConvolutionCase::case_convolution(const Conv* convolution, int group, std:: } char buffer[1024] = {0}; + int32_t req_num = per_channel_quantize ? convolution->num_output : 1; sprintf(buffer, "DEFINE_CONVOLUTION_LAYER(%s," " %d, %d, %d, %d," " %d," " %d, %d, %d, %d, " " %d, %d, %d, %d, %d," - " %d, %d, %d, %d, %d, %d, %d);\n", + " %d, %d, %f, %d, %d);\n", convolution->name.c_str(), convolution->num_output, convolution->kernel_h, @@ -174,7 +187,7 @@ bool ConvolutionCase::case_convolution(const Conv* convolution, int group, std:: group, convolution->stride_w, convolution->stride_h, convolution->dilation_w, convolution->dilation_h, padding[0], padding[1], padding[2], padding[3], pad_value, - convolution->bias_term, requantize.round_mul, requantize.shift, leaky.round_mul, leaky.shift, max, min); + convolution->bias_term, req_num, leaky, max, min); layer_define = buffer; diff --git a/c-network/tools/nn-case/layer/CropCase.cpp b/c-network/tools/nn-case/layer/CropCase.cpp index 9f026f4..48664d0 100644 --- a/c-network/tools/nn-case/layer/CropCase.cpp +++ b/c-network/tools/nn-case/layer/CropCase.cpp @@ -29,7 +29,7 @@ bool CropCase::quantize_weights() { bool CropCase::get_layer_define(std::string &layer_define) { - ncnn::Crop *crop = dynamic_cast(layer); + auto *crop = dynamic_cast(layer); std::string input = get_blob_input_name(0); std::string output = get_blob_output_name(0); @@ -48,9 +48,9 @@ bool CropCase::get_layer_define(std::string &layer_define) { crop_roi(crop, dims, _woffset, _hoffset, _coffset, _outw, _outh, _outc); char buffer[1024] = {0}; - sprintf(buffer, "DEFINE_CROP_LAYER(%s,%d, %d, %d, %d, %d, %d, %d, %d, %d);\n", + sprintf(buffer, "DEFINE_CROP_LAYER(%s,%d, %d, %d, %d, %d, %d, %d);\n", crop->name.c_str(), - dims, _woffset, _hoffset, _coffset, _outw, _outh, _outc, requantize.round_mul, requantize.shift); + dims, _woffset, _hoffset, _coffset, _outw, _outh, _outc); layer_define = buffer; return true; } diff --git a/c-network/tools/nn-case/layer/InnerProductCase.cpp b/c-network/tools/nn-case/layer/InnerProductCase.cpp index 8f79109..bfd9534 100644 --- a/c-network/tools/nn-case/layer/InnerProductCase.cpp +++ b/c-network/tools/nn-case/layer/InnerProductCase.cpp @@ -26,9 +26,12 @@ bool InnerProductCase::quantize_weights() { auto *ip = dynamic_cast(layer); float output_scale = case_blobs[output].scale; - float weight_scale = quantize->get_scaled(ip->weight_data); + float input_scale = case_blobs[input].scale; + + int32_t req_num = per_channel_quantize ? ip->num_output : 1; + ncnn::Mat weight_scale = quantize->get_channels_scaled(ip->weight_data, req_num); std::string param_var = "layer_" + ip->name + "_inner_product_filters"; - auto quantize_data = quantize->do_quantize(ip->weight_data, weight_scale); + auto quantize_data = quantize->do_quantize(ip->weight_data, weight_scale, req_num); if(ip->bottom_shapes[0].dims == 3){ int n = ip->num_output; @@ -38,15 +41,27 @@ bool InnerProductCase::quantize_weights() { quantize_data = quantize->permute(quantize_data, n, h, w, c); } - quantize_data_weights[param_var] = quantize_data; + quantize_data_weights[param_var] = QuantizeMat(quantize_data, data_type); param_var = "layer_" + ip->name + "_inner_product_bias"; if (ip->bias_term) { - quantize_data_weights[param_var] = quantize->do_quantize(ip->bias_data, output_scale); + ncnn::Mat output_quantize_data; + output_quantize_data.create(1, 4u, nullptr); + output_quantize_data[0] = output_scale; + + quantize_data_weights[param_var] = QuantizeMat( + quantize->do_quantize_s32(ip->bias_data, output_quantize_data), + int32_data_type); } else{ - quantize_data_weights[param_var] = ncnn::Mat(); + quantize_data_weights[param_var] = QuantizeMat(); } + param_var = "layer_" + ip->name + "_inner_product_requantize"; + for(size_t i = 0; i < weight_scale.total(); i++){ + weight_scale[i] = output_scale / (weight_scale[i] * input_scale); + } + quantize_data_weights[param_var] = QuantizeMat(weight_scale, float_data_type); + return true; } @@ -58,40 +73,36 @@ bool InnerProductCase::get_layer_define(std::string &layer_define) { int inw = (int)ip->bottom_shapes[0].w; int inh = (int)ip->bottom_shapes[0].h; int inc = (int)ip->bottom_shapes[0].c; - - float input_scale = case_blobs[input].scale; float output_scale = case_blobs[output].scale; - float weight_scale = quantize->get_scaled(ip->weight_data); - fixed_mul_t requantize = get_fixed_mul(output_scale / (input_scale * weight_scale)); int32_t max; int32_t min; - fixed_mul_t leaky; + float leaky; switch (ip->activation_type) { case 0: { - min = INT16_MIN; - max = INT16_MAX; - leaky = get_fixed_mul(1.f); + min = quantize->get_number_min(); + max = quantize->get_number_max(); + leaky = (1.f); break; } case 1: { min = 0; - max = INT16_MAX; - leaky = get_fixed_mul(1.f); + max = quantize->get_number_max(); + leaky = (1.f); break; } case 2: { - min = INT16_MIN; - max = INT16_MAX; - leaky = get_fixed_mul(ip->activation_params[0]); + min = quantize->get_number_min(); + max = quantize->get_number_max(); + leaky = (ip->activation_params[0]); break; } case 3: { - min = ip->activation_params[0]*output_scale; - max = ip->activation_params[1]*output_scale; - leaky = get_fixed_mul(1.f); + min = quantize->float2int(ip->activation_params[0]*output_scale); + max = quantize->float2int(ip->activation_params[1]*output_scale); + leaky = (1.f); break; } default: @@ -100,15 +111,14 @@ bool InnerProductCase::get_layer_define(std::string &layer_define) { } char buffer[1024] = {0}; + int32_t req_num = per_channel_quantize ? ip->num_output : 1; sprintf(buffer, "DEFINE_INNER_PRODUCT_LAYER(%s," " %d, %d, %d, %d, %d," - " %d, %d, %d, %d, %d, %d);\n", + " %d, %f, %d, %d);\n", ip->name.c_str(), 1, 1, inw * inh * inc, ip->num_output, ip->bias_term, - requantize.round_mul, requantize.shift, - leaky.round_mul, leaky.shift, - max, min); + req_num, leaky, max, min); layer_define = buffer; return true; diff --git a/c-network/tools/nn-case/layer/MemoryDataCase.cpp b/c-network/tools/nn-case/layer/MemoryDataCase.cpp index d72adda..fa09c7d 100644 --- a/c-network/tools/nn-case/layer/MemoryDataCase.cpp +++ b/c-network/tools/nn-case/layer/MemoryDataCase.cpp @@ -21,10 +21,13 @@ bool MemoryDataCase::ignore() { bool MemoryDataCase::quantize_weights() { std::string output = get_blob_output_name(0); - ncnn::MemoryData * md = (ncnn::MemoryData*)layer; - float weight_scale = quantize->get_scaled(md->data); + auto * md = (ncnn::MemoryData*)layer; + std::string param_var = "layer_" + md->name + "_shuffle_channel_data"; - quantize_data_weights[param_var] = quantize->do_quantize(md->data, weight_scale); + ncnn::Mat weight_scale = quantize->get_channels_scaled(md->data); + quantize_data_weights[param_var] = QuantizeMat( + quantize->do_quantize(md->data, weight_scale), + data_type); return true; } diff --git a/c-network/tools/nn-case/layer/PReLUCase.cpp b/c-network/tools/nn-case/layer/PReLUCase.cpp index efda4f3..2f60538 100644 --- a/c-network/tools/nn-case/layer/PReLUCase.cpp +++ b/c-network/tools/nn-case/layer/PReLUCase.cpp @@ -19,7 +19,7 @@ bool PReLUCase::ignore() { } bool PReLUCase::quantize_weights() { - ncnn::PReLU *relu = dynamic_cast(layer); + auto *relu = dynamic_cast(layer); std::string input = get_blob_input_name(0); std::string output = get_blob_output_name(0); @@ -31,25 +31,24 @@ bool PReLUCase::quantize_weights() { slope_data[i] = slope_data[i] * output_scale / input_scale; } + QuantizeMat quantize_slope_data(slope_data, float_data_type); std::string param_var = "layer_" + relu->name + "_prelu_slope"; - quantize_data_weights[param_var] = slope_data; + quantize_data_weights[param_var] = quantize_slope_data; return true; } bool PReLUCase::get_layer_define(std::string &layer_define) { - ncnn::PReLU *relu = dynamic_cast(layer); + auto *relu = dynamic_cast(layer); std::string input = get_blob_input_name(0); std::string output = get_blob_output_name(0); float input_scale = case_blobs[input].scale; float output_scale = case_blobs[output].scale; - fixed_mul_t requantize = get_fixed_mul(output_scale / input_scale); + float requantize = output_scale / input_scale; char buffer[1024] = {0}; - sprintf(buffer, "DEFINE_PRELU_LAYER(%s, %d, %d, %d);\n", - relu->name.c_str(), relu->num_slope, - requantize.round_mul, requantize.shift); + sprintf(buffer, "DEFINE_PRELU_LAYER(%s, %d, %f);\n", relu->name.c_str(), relu->num_slope, requantize); layer_define = buffer; return true; diff --git a/c-network/tools/nn-case/layer/PoolingCase.cpp b/c-network/tools/nn-case/layer/PoolingCase.cpp index f9676c5..c8ca8aa 100644 --- a/c-network/tools/nn-case/layer/PoolingCase.cpp +++ b/c-network/tools/nn-case/layer/PoolingCase.cpp @@ -82,10 +82,6 @@ bool PoolingCase::get_layer_define(std::string &layer_define) { int inw = (int)pool->bottom_shapes[0].w; int inh = (int)pool->bottom_shapes[0].h; - float input_scale = case_blobs[input].scale; - float output_scale = case_blobs[output].scale; - fixed_mul_t requantize = get_fixed_mul(output_scale / (input_scale)); - int16_t pad_value = 0; if (pool->pooling_type == ncnn::Pooling::PoolMethod_MAX) { @@ -100,13 +96,12 @@ bool PoolingCase::get_layer_define(std::string &layer_define) { " %d, %d, %d, %d, %d," " %d," " %d, %d, %d, %d, %hd," - " %d, %d, %d);\n", + " %d);\n", pool->name.c_str(), pool->pooling_type, pool->kernel_w, pool->kernel_h, pool->stride_w, pool->stride_h, pool->global_pooling, padding[0], padding[1], padding[2], padding[3], pad_value, - pool->avgpool_count_include_pad, requantize.round_mul, requantize.shift - ); + pool->avgpool_count_include_pad); layer_define = buffer; diff --git a/c-network/tools/nn-case/layer/SliceCase.cpp b/c-network/tools/nn-case/layer/SliceCase.cpp index eaa1e48..0c2fe86 100644 --- a/c-network/tools/nn-case/layer/SliceCase.cpp +++ b/c-network/tools/nn-case/layer/SliceCase.cpp @@ -19,9 +19,12 @@ bool SliceCase::ignore() { } bool SliceCase::quantize_weights() { - ncnn::Slice *sl = dynamic_cast(layer); + auto *sl = dynamic_cast(layer); + std::string param_var = "layer_" + layer->name + "_slice_slices"; - quantize_data_weights[param_var] = sl->slices.clone(); + QuantizeMat quantize_slices(sl->slices, int32_data_type); + quantize_data_weights[param_var] = quantize_slices; + return true; } @@ -30,16 +33,9 @@ bool SliceCase::get_layer_define(std::string &layer_define) { std::string input = get_blob_input_name(0); std::string output = get_blob_output_name(0); - ncnn::Slice *sl = dynamic_cast(layer); - float input_scale = case_blobs[input].scale; - float output_scale = case_blobs[output].scale; - - fixed_mul_t requantize = get_fixed_mul(output_scale / (input_scale)); + auto *sl = dynamic_cast(layer); char buffer[1024] = {0}; - sprintf(buffer, - "DEFINE_SLICE_LAYER(%s, %d, %d, %d);\n", - sl->name.c_str(), sl->axis, requantize.round_mul, requantize.shift - ); + sprintf(buffer, "DEFINE_SLICE_LAYER(%s, %d);\n", sl->name.c_str(), sl->axis); layer_define = buffer; diff --git a/c-network/tools/quantize/calibration.cpp b/c-network/tools/quantize/calibration.cpp index c80790b..ffc7c2e 100644 --- a/c-network/tools/quantize/calibration.cpp +++ b/c-network/tools/quantize/calibration.cpp @@ -9,8 +9,7 @@ static ncnn::Option g_default_option; static ncnn::UnlockedPoolAllocator g_blob_pool_allocator; static ncnn::PoolAllocator g_workspace_pool_allocator; -struct PreParam -{ +struct PreParam { float mean[3]; float norm[3]; int width; @@ -18,8 +17,9 @@ struct PreParam bool swapRB; }; -static int post_training_quantize(const std::vector& image_list, const std::string& param_path, const std::string& bin_path, const std::string& table_path, struct PreParam& per_param) -{ +static int post_training_quantize(const std::vector &image_list, const std::string ¶m_path, + const std::string &bin_path, const std::string &table_path, + struct PreParam &per_param) { size_t size = image_list.size(); ncnn::Net net; @@ -46,116 +46,107 @@ static int post_training_quantize(const std::vector& image_list, co g_blob_pool_allocator.clear(); g_workspace_pool_allocator.clear(); - FILE *fp=fopen(table_path.c_str(), "w"); + FILE *fp = fopen(table_path.c_str(), "w"); - // initial quantization data + /// initial quantization data std::vector quantize_datas; - for (size_t i=0; i Quantize the activation.\n"); printf(" ====> step 1 : find the max value.\n"); - for (size_t i = 0; i < image_list.size(); i++) - { + for (size_t i = 0; i < image_list.size(); i++) { std::string img_name = image_list[i]; - if ((i + 1) % 100 == 0) - { + if ((i + 1) % 100 == 0) { fprintf(stderr, " %d/%d\n", static_cast(i + 1), static_cast(size)); } cv::Mat bgr = cv::imread(img_name, cv::IMREAD_COLOR); - if (bgr.empty()) - { + if (bgr.empty()) { fprintf(stderr, "cv::imread %s failed\n", img_name.c_str()); return -1; } - ncnn::Mat in = ncnn::Mat::from_pixels_resize(bgr.data, swapRB ? ncnn::Mat::PIXEL_BGR2RGB : ncnn::Mat::PIXEL_BGR, bgr.cols, bgr.rows, width, height); + ncnn::Mat in = ncnn::Mat::from_pixels_resize(bgr.data, swapRB ? ncnn::Mat::PIXEL_BGR2RGB : ncnn::Mat::PIXEL_BGR, + bgr.cols, bgr.rows, width, height); in.substract_mean_normalize(mean_vals, norm_vals); ncnn::Extractor ex = net.create_extractor(); ex.set_light_mode(false); ex.input(net.mutable_blobs()[0].name.c_str(), in); - for (size_t i=0; i step 2 : generate the histogram_interval.\n"); - for (size_t i=0; i step 3 : generate the histogram.\n"); - for (size_t i = 0; i < image_list.size(); i++) - { + for (size_t i = 0; i < image_list.size(); i++) { std::string img_name = image_list[i]; if ((i + 1) % 100 == 0) - fprintf(stderr, " %d/%d\n", (int)(i + 1), (int)size); + fprintf(stderr, " %d/%d\n", (int) (i + 1), (int) size); cv::Mat bgr = cv::imread(img_name, cv::IMREAD_COLOR); - if (bgr.empty()) - { + if (bgr.empty()) { fprintf(stderr, "cv::imread %s failed\n", img_name.c_str()); return -1; } - ncnn::Mat in = ncnn::Mat::from_pixels_resize(bgr.data, swapRB ? ncnn::Mat::PIXEL_BGR2RGB : ncnn::Mat::PIXEL_BGR, bgr.cols, bgr.rows, width, height); + ncnn::Mat in = ncnn::Mat::from_pixels_resize(bgr.data, swapRB ? ncnn::Mat::PIXEL_BGR2RGB : ncnn::Mat::PIXEL_BGR, + bgr.cols, bgr.rows, width, height); in.substract_mean_normalize(mean_vals, norm_vals); ncnn::Extractor ex = net.create_extractor(); ex.set_light_mode(false); ex.input(net.mutable_blobs()[0].name.c_str(), in); - for (size_t i=0; i step 4 : using kld to find the best threshold value.\n"); - for (size_t i=0; i& image_list, co return 0; } -// usage -void showUsage() -{ - std::cout << "example: ./ncnn2table --param=squeezenet-fp32.param --bin=squeezenet-fp32.bin --images=images/ --output=squeezenet.table --mean=104,117,123 --norm=1,1,1 --size=227,227 --swapRB --thread=2" << std::endl; +void showUsage() { + std::cout << "example: ./calibration --param=squeeze-net-fp32.param" + " --bin=squeeze-net-fp32.bin " + " --images=images/" + " --output=squeeze-net.table" + " --mean=104,117,123" + " --norm=1,1,1" + " --size=227,227" + " --swapRB " + " --thread=2" + << std::endl; } -static int find_all_value_in_string(const std::string& values_string, std::vector& value) -{ +static int find_all_value_in_string(const std::string &values_string, std::vector &value) { std::vector masks_pos; - for (size_t i = 0; i < values_string.size(); i++) - { - if (',' == values_string[i]) - { + for (size_t i = 0; i < values_string.size(); i++) { + if (',' == values_string[i]) { masks_pos.push_back(static_cast(i)); } } - // check - if (masks_pos.empty()) - { + if (masks_pos.empty()) { fprintf(stderr, "ERROR: Cannot find any ',' in string, please check.\n"); return -1; } - if (2 != masks_pos.size()) - { + if (2 != masks_pos.size()) { fprintf(stderr, "ERROR: Char ',' in fist of string, please check.\n"); return -1; } - if (masks_pos.front() == 0) - { + if (masks_pos.front() == 0) { fprintf(stderr, "ERROR: Char ',' in fist of string, please check.\n"); return -1; } - if (masks_pos.back() == 0) - { + if (masks_pos.back() == 0) { fprintf(stderr, "ERROR: Char ',' in last of string, please check.\n"); return -1; } - for (size_t i = 0; i < masks_pos.size(); i++) - { - if (i > 0) - { - if (!(masks_pos[i] - masks_pos[i - 1] > 1)) - { + for (size_t i = 0; i < masks_pos.size(); i++) { + if (i > 0) { + if (!(masks_pos[i] - masks_pos[i - 1] > 1)) { fprintf(stderr, "ERROR: Neighbouring char ',' was found.\n"); return -1; } @@ -250,32 +237,30 @@ class NcnnQuantCommandLineParser : public cv::CommandLineParser }; #endif -int main(int argc, char** argv) -{ +int main(int argc, char **argv) { std::cout << "--- ncnn post training quantization tool --- " << __TIME__ << " " << __DATE__ << std::endl; - const char* key_map = "{help h usage ? | | print this message }" - "{param p | | path to ncnn.param file }" - "{bin b | | path to ncnn.bin file }" - "{images i | | path to calibration images folder }" - "{output o | | path to output calibration table file }" - "{mean m | | value of mean (mean value, default is 104.0,117.0,123.0) }" - "{norm n | | value of normalize (scale value, default is 1.0,1.0,1.0) }" - "{size s | | the size of input image(using the resize the original image,default is w=224,h=224) }" - "{swapRB c | | flag which indicates that swap first and last channels in 3-channel image is necessary }" - "{thread t | 4 | count of processing threads }"; + const char *key_map = "{help h usage ? | | print this message }" + "{param p | | path to ncnn.param file }" + "{bin b | | path to ncnn.bin file }" + "{images i | | path to calibration images folder }" + "{output o | | path to output calibration table file }" + "{mean m | | value of mean (mean value, default is 104.0,117.0,123.0) }" + "{norm n | | value of normalize (scale value, default is 1.0,1.0,1.0) }" + "{size s | | the size of input image(using the resize the original image,default is w=224,h=224) }" + "{swapRB c | | flag which indicates that swap first and last channels in 3-channel image is necessary }" + "{thread t | 4 | count of processing threads }"; cv::CommandLineParser parser(argc, argv, key_map); - if (parser.has("help")) - { + if (parser.has("help")) { parser.printMessage(); showUsage(); return 0; } - if (!parser.has("param") || !parser.has("bin") || !parser.has("images") || !parser.has("output") || !parser.has("mean") || !parser.has("norm")) - { + if (!parser.has("param") || !parser.has("bin") || !parser.has("images") || !parser.has("output") || + !parser.has("mean") || !parser.has("norm")) { std::cout << "Inputs is does not include all needed param, pleas check..." << std::endl; parser.printMessage(); showUsage(); @@ -287,16 +272,16 @@ int main(int argc, char** argv) const std::string ncnn_bin_file_path = parser.get("bin"); const std::string saved_table_file_path = parser.get("output"); - // check the input param - if (image_folder_path.empty() || ncnn_param_file_path.empty() || ncnn_bin_file_path.empty() || saved_table_file_path.empty()) - { + /// check the input param + if (image_folder_path.empty() || ncnn_param_file_path.empty() || ncnn_bin_file_path.empty() || + saved_table_file_path.empty()) { fprintf(stderr, "One or more path may be empty, please check and try again.\n"); return 0; } const int num_threads = parser.get("thread"); - struct PreParam pre_param; + struct PreParam pre_param{}; pre_param.mean[0] = 104.f; pre_param.mean[1] = 117.f; pre_param.mean[2] = 103.f; @@ -307,14 +292,12 @@ int main(int argc, char** argv) pre_param.height = 224; pre_param.swapRB = false; - if (parser.has("mean")) - { + if (parser.has("mean")) { const std::string mean_str = parser.get("mean"); std::vector mean_values; const int ret = find_all_value_in_string(mean_str, mean_values); - if (0 != ret && 3 != mean_values.size()) - { + if (0 != ret && 3 != mean_values.size()) { fprintf(stderr, "ERROR: Searching mean value from --mean was failed.\n"); return -1; @@ -325,14 +308,12 @@ int main(int argc, char** argv) pre_param.mean[2] = mean_values[2]; } - if (parser.has("norm")) - { + if (parser.has("norm")) { const std::string norm_str = parser.get("norm"); std::vector norm_values; const int ret = find_all_value_in_string(norm_str, norm_values); - if (0 != ret && 3 != norm_values.size()) - { + if (0 != ret && 3 != norm_values.size()) { fprintf(stderr, "ERROR: Searching mean value from --mean was failed, please check --mean param.\n"); return -1; @@ -343,14 +324,12 @@ int main(int argc, char** argv) pre_param.norm[2] = norm_values[2]; } - if (parser.has("size")) - { + if (parser.has("size")) { cv::String size_str = parser.get("size"); size_t sep_pos = size_str.find_first_of(','); - if (cv::String::npos != sep_pos && sep_pos < size_str.size()) - { + if (cv::String::npos != sep_pos && sep_pos < size_str.size()) { cv::String width_value_str; cv::String height_value_str; @@ -359,24 +338,21 @@ int main(int argc, char** argv) pre_param.width = static_cast(std::atoi(std::string(width_value_str).c_str())); pre_param.height = static_cast(std::atoi(std::string(height_value_str).c_str())); - } - else - { + } else { fprintf(stderr, "ERROR: Searching size value from --size was failed, please check --size param.\n"); return -1; } } - if (parser.has("swapRB")) - { + if (parser.has("swapRB")) { pre_param.swapRB = true; } g_blob_pool_allocator.set_size_compare_ratio(0.0f); g_workspace_pool_allocator.set_size_compare_ratio(0.5f); - // default option + /// default option g_default_option.lightmode = true; g_default_option.num_threads = num_threads; g_default_option.blob_allocator = &g_blob_pool_allocator; @@ -397,15 +373,20 @@ int main(int argc, char** argv) std::vector image_file_path_list; - // parse the image file. - image_file_path_list = getall(image_folder_path.c_str(), "jpg", FILE_TYPE); + /// parse the image file. + image_file_path_list = get_all_files(image_folder_path.c_str(), "jpg", FILE_TYPE); + /// get the calibration table file, and save it. + const int ret = post_training_quantize( + image_file_path_list, + ncnn_param_file_path, + ncnn_bin_file_path, + saved_table_file_path, + pre_param); - // get the calibration table file, and save it. - const int ret = post_training_quantize(image_file_path_list, ncnn_param_file_path, ncnn_bin_file_path, saved_table_file_path, pre_param); - if (!ret) - { - fprintf(stderr, "\nNCNN Int16 Calibration table create success, best wish for your INT16 inference has a low accuracy loss...\\(^0^)/...233...\n"); + if (!ret) { + fprintf(stderr, + "\nNCNN Calibration table create success, best wish for your inference has a low accuracy loss...n"); } return 0; diff --git a/c-network/tools/quantize/quantize_data.cpp b/c-network/tools/quantize/quantize_data.cpp index e71a5b7..c509b44 100644 --- a/c-network/tools/quantize/quantize_data.cpp +++ b/c-network/tools/quantize/quantize_data.cpp @@ -4,8 +4,7 @@ #include #include -QuantizeData::QuantizeData(std::string layer_name, int num) -{ +QuantizeData::QuantizeData(std::string layer_name, int num) { name = std::move(layer_name); max_value = 0.0; num_bins = num; @@ -14,16 +13,13 @@ QuantizeData::QuantizeData(std::string layer_name, int num) initial_histogram_value(); } -int QuantizeData::initial_blob_max(ncnn::Mat data) -{ +int QuantizeData::initial_blob_max(ncnn::Mat data) { int channel_num = data.c; int size = data.w * data.h; - for (int q=0; q &dist_a, const std::vector &dist_b) -{ - const int length = dist_a.size(); +float QuantizeData::compute_kl_divergence(const std::vector &dist_a, const std::vector &dist_b) { + const size_t length = dist_a.size(); assert(dist_b.size() == length); float result = 0; - for (int i=0; i &dist_a, cons return result; } -int QuantizeData::threshold_distribution(const std::vector &distribution, const int target_bin) -{ +int QuantizeData::threshold_distribution(const std::vector &distribution, const int target_bin) { int target_threshold = target_bin; float min_kl_divergence = 1000; const int length = distribution.size(); @@ -117,17 +99,15 @@ int QuantizeData::threshold_distribution(const std::vector &distribution, std::vector quantize_distribution(target_bin); float threshold_sum = 0; - for (int threshold=target_bin; threshold t_distribution(distribution.begin(), distribution.begin()+threshold); + std::vector t_distribution(distribution.begin(), distribution.begin() + threshold); - t_distribution[threshold-1] += threshold_sum; + t_distribution[threshold - 1] += threshold_sum; threshold_sum -= distribution[threshold]; // get P @@ -135,29 +115,25 @@ int QuantizeData::threshold_distribution(const std::vector &distribution, const float num_per_bin = static_cast(threshold) / target_bin; - for (int i=0; i start) - { + if (left_upper > start) { const float left_scale = left_upper - start; quantize_distribution[i] += left_scale * distribution[left_upper - 1]; } const int right_lower = floor(end); - if (right_lower < end) - { + if (right_lower < end) { const float right_scale = end - right_lower; quantize_distribution[i] += right_scale * distribution[right_lower]; } - for (int j=left_upper; j &distribution, // get Q std::vector expand_distribution(threshold, 0); - for (int i=0; i &distribution, const int left_upper = ceil(start); float left_scale = 0; - if (left_upper > start) - { + if (left_upper > start) { left_scale = left_upper - start; - if (distribution[left_upper - 1] != 0) - { + if (distribution[left_upper - 1] != 0) { count += left_scale; } } const int right_lower = floor(end); float right_scale = 0; - if (right_lower < end) - { + if (right_lower < end) { right_scale = end - right_lower; - if (distribution[right_lower] != 0) - { + if (distribution[right_lower] != 0) { count += right_scale; } } - for (int j=left_upper; j start) - { - if (distribution[left_upper - 1] != 0) - { + if (left_upper > start) { + if (distribution[left_upper - 1] != 0) { expand_distribution[left_upper - 1] += expand_value * left_scale; } } - if (right_lower < end) - { - if (distribution[right_lower] != 0) - { + if (right_lower < end) { + if (distribution[right_lower] != 0) { expand_distribution[right_lower] += expand_value * right_scale; } } - for (int j=left_upper; j &distribution, float kl_divergence = compute_kl_divergence(t_distribution, expand_distribution); // the best num of bin - if (kl_divergence < min_kl_divergence) - { + if (kl_divergence < min_kl_divergence) { min_kl_divergence = kl_divergence; target_threshold = threshold; } @@ -241,11 +203,9 @@ int QuantizeData::threshold_distribution(const std::vector &distribution, return target_threshold; } -float QuantizeData::get_data_blob_scale() -{ +float QuantizeData::get_data_blob_threshold() { normalize_histogram(); threshold_bin = threshold_distribution(histogram); threshold = (threshold_bin + 0.5) * histogram_interval; - scale = 32767 / threshold; - return scale; + return threshold; } \ No newline at end of file diff --git a/c-network/tools/quantize/quantize_data.h b/c-network/tools/quantize/quantize_data.h index 80bdb10..0a7f055 100644 --- a/c-network/tools/quantize/quantize_data.h +++ b/c-network/tools/quantize/quantize_data.h @@ -33,7 +33,7 @@ class QuantizeData static float compute_kl_divergence(const std::vector &dist_a, const std::vector &dist_b); static int threshold_distribution(const std::vector &distribution, const int target_bin=128); - float get_data_blob_scale(); + float get_data_blob_threshold(); public: std::string name; @@ -43,9 +43,8 @@ class QuantizeData float histogram_interval; std::vector histogram; - float threshold{}; - int threshold_bin{}; - float scale{}; + float threshold; + int threshold_bin; }; #endif //NCNN_QUANTIZE_DATA_H diff --git a/c-network/tools/quantize/utils.h b/c-network/tools/quantize/utils.h index cdb79ba..09df3b2 100644 --- a/c-network/tools/quantize/utils.h +++ b/c-network/tools/quantize/utils.h @@ -11,28 +11,30 @@ #include #include -#include +#include #include #include #include -// Get the filenames from direct path -static int parse_images_dir(const char *base_path, std::vector& file_path) -{ +/** + * Get the filenames from direct path + * @param base_path + * @param file_path + * @return + */ +static int parse_images_dir(const char *base_path, std::vector &file_path) { DIR *dir; struct dirent *ptr; - if ((dir=opendir(base_path)) == NULL) - { + if ((dir = opendir(base_path)) == nullptr) { perror("Open dir error..."); exit(1); } - while ((ptr=readdir(dir)) != NULL) - { - if(strcmp(ptr->d_name,".")==0 || strcmp(ptr->d_name,"..")==0) ///current dir OR parrent dir - { + while ((ptr = readdir(dir)) != nullptr) { + /// current dir OR parent dir + if (strcmp(ptr->d_name, ".") == 0 || strcmp(ptr->d_name, "..") == 0) { continue; } @@ -46,89 +48,85 @@ static int parse_images_dir(const char *base_path, std::vector& fil #define FILE_TYPE 0 #define DIRECTORY 1 -static std::vector getall(const char *dir, std::string filetype, int fileOrDir) { - std::vector dirlists, filelists; - dirlists.clear(); - filelists.clear(); - - std::string strCurDir = ""; - std::string strSubDir = ""; - std::string strFile = ""; - - strCurDir = dir; - if (strCurDir.length() == 0) { - return filelists; + +static std::vector get_all_files(const char *dir, const std::string& filetype, int fileOrDir) { + std::vector dir_lists, file_lists; + dir_lists.clear(); + file_lists.clear(); + + std::string str_cur_dir; + std::string str_sub_dir; + std::string str_file; + + str_cur_dir = dir; + if (str_cur_dir.length() == 0) { + return file_lists; } - if (strCurDir.at(strCurDir.length() - 1) != '/') { - strCurDir += "/"; + if (str_cur_dir.at(str_cur_dir.length() - 1) != '/') { + str_cur_dir += "/"; } - dirlists.push_back(strCurDir); + dir_lists.push_back(str_cur_dir); DIR *dp; - struct dirent *direntp; + struct dirent *dirent_p; - int k = filetype.size(); - int n = 0; - std::string strTemp = ""; + size_t k = filetype.size(), n; + std::string str_temp; - while (!dirlists.empty()) { - strCurDir = dirlists.back(); - dirlists.pop_back(); - dp = NULL; + while (!dir_lists.empty()) { + str_cur_dir = dir_lists.back(); + dir_lists.pop_back(); - if ((dp = opendir(strCurDir.c_str())) == NULL) { - std::cout << "ERROR:Open " << strCurDir << " failed!" << std::endl; + if ((dp = opendir(str_cur_dir.c_str())) == nullptr) { + std::cout << "ERROR:Open " << str_cur_dir << " failed!" << std::endl; continue; } - while ((direntp = readdir(dp)) != NULL) { - strFile.clear(); - strFile = strCurDir; - strFile += direntp->d_name; + while ((dirent_p = readdir(dp)) != nullptr) { + str_file.clear(); + str_file = str_cur_dir; + str_file += dirent_p->d_name; - if (strcmp(direntp->d_name, ".") == 0 || - strcmp(direntp->d_name, "..") == 0) { + if (strcmp(dirent_p->d_name, ".") == 0 || + strcmp(dirent_p->d_name, "..") == 0) { continue; } - if (fileOrDir == FILE_TYPE) - { - if (direntp->d_type == DT_DIR) - { - strSubDir.clear(); - strSubDir = strCurDir + direntp->d_name; - strSubDir += "/"; - dirlists.push_back(strSubDir); + if (fileOrDir == FILE_TYPE) { + if (dirent_p->d_type == DT_DIR) { + str_sub_dir.clear(); + str_sub_dir = str_cur_dir + dirent_p->d_name; + str_sub_dir += "/"; + dir_lists.push_back(str_sub_dir); continue; } - if (filetype.size() != 0) { - n = strFile.size(); - if (strFile.at(n - k - 1) != '.') + if (!filetype.empty()) { + n = str_file.size(); + if (str_file.at(n - k - 1) != '.') continue; - strTemp.clear(); - strTemp = strFile.substr(n - k, k); - if (!(filetype == strTemp)) + str_temp.clear(); + str_temp = str_file.substr(n - k, k); + if (!(filetype == str_temp)) continue; } - filelists.push_back(strFile); - } else{ - if (direntp->d_type != DT_DIR) - { + file_lists.push_back(str_file); + } else { + if (dirent_p->d_type != DT_DIR) { continue; } else { - strSubDir.clear(); - strSubDir = strCurDir + direntp->d_name; - strSubDir += "/"; - filelists.push_back(strSubDir); - dirlists.push_back(strSubDir); + str_sub_dir.clear(); + str_sub_dir = str_cur_dir + dirent_p->d_name; + str_sub_dir += "/"; + file_lists.push_back(str_sub_dir); + dir_lists.push_back(str_sub_dir); } } } closedir(dp); } - return filelists; + return file_lists; } #endif //NCNN_UTILS_H