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rocm_v0.02.log
182 lines (182 loc) · 116 KB
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rocm_v0.02.log
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# This is the pre-tuned parameters for rocm backend
# TVM downloaded this during compilation
{"i": ["rocm -model=gfx900", "topi_nn_conv2d", [["TENSOR", [1, 1024, 7, 7], "float32"], ["TENSOR", [1024, 1024, 1, 1], "float32"], [1, 1], [0, 0], [1, 1], "NCHW", "float32"], {}, ["conv2d", [1, 1024, 7, 7, "float32"], [1024, 1024, 1, 1, "float32"], [1, 1], [0, 0], [1, 1], "NCHW", "float32"], {"i": 227122, "c": null, "e": [["tile_f", "sp", [64, 1, 16, 1]], ["tile_y", "sp", [1, 1, 7, 1]], ["tile_x", "sp", [1, 1, 7, 1]], ["tile_rc", "sp", [32, 32]], ["tile_ry", "sp", [1, 1]], ["tile_rx", "sp", [1, 1]], ["auto_unroll_max_step", "ot", 512], ["unroll_explicit", "ot", 1]], "t": "direct"}], "r": [[0.00011279135386927122], 0, 1.2196173667907715, 1535683180.667759], "v": 0.1}
{"i": ["rocm -model=gfx900", "topi_nn_depthwise_conv2d_nchw", [["TENSOR", [1, 1024, 7, 7], "float32"], ["TENSOR", [1024, 1, 3, 3], "float32"], [1, 1], [1, 1], [1, 1], "float32"], {}, ["depthwise_conv2d_nchw", [1, 1024, 7, 7, "float32"], [1024, 1, 3, 3, "float32"], [1, 1], [1, 1], [1, 1], "float32"], {"i": 25761, "c": null, "e": [["tile_f", "sp", [256, 1, 4, 1]], ["tile_y", "sp", [1, 1, 7, 1]], ["tile_x", "sp", [1, 1, 7, 1]], ["auto_unroll_max_step", "ot", 1500], ["unroll_explicit", "ot", 1]], "t": "direct"}], "r": [[5.8183735075205456e-06], 0, 2.3243186473846436, 1535684681.9256651], "v": 0.1}
{"i": ["rocm -model=gfx900", "topi_nn_conv2d", [["TENSOR", [1, 512, 7, 7], "float32"], ["TENSOR", [1024, 512, 1, 1], "float32"], [1, 1], [0, 0], [1, 1], "NCHW", "float32"], {}, ["conv2d", [1, 512, 7, 7, "float32"], [1024, 512, 1, 1, "float32"], [1, 1], [0, 0], [1, 1], "NCHW", "float32"], {"i": 208818, "c": null, "e": [["tile_f", "sp", [64, 1, 16, 1]], ["tile_y", "sp", [1, 1, 7, 1]], ["tile_x", "sp", [1, 1, 7, 1]], ["tile_rc", "sp", [16, 32]], ["tile_ry", "sp", [1, 1]], ["tile_rx", "sp", [1, 1]], ["auto_unroll_max_step", "ot", 512], ["unroll_explicit", "ot", 1]], "t": "direct"}], "r": [[4.963981797158903e-05], 0, 1.2199046611785889, 1535685924.0251248], "v": 0.1}
{"i": ["rocm -model=gfx900", "topi_nn_depthwise_conv2d_nchw", [["TENSOR", [1, 512, 14, 14], "float32"], ["TENSOR", [512, 1, 3, 3], "float32"], [2, 2], [1, 1], [1, 1], "float32"], {}, ["depthwise_conv2d_nchw", [1, 512, 14, 14, "float32"], [512, 1, 3, 3, "float32"], [2, 2], [1, 1], [1, 1], "float32"], {"i": 16307, "c": null, "e": [["tile_f", "sp", [64, 1, 8, 1]], ["tile_y", "sp", [1, 1, 7, 1]], ["tile_x", "sp", [1, 1, 7, 1]], ["auto_unroll_max_step", "ot", 256], ["unroll_explicit", "ot", 1]], "t": "direct"}], "r": [[6.730587982062781e-06], 0, 3.547945261001587, 1535687233.8418117], "v": 0.1}
{"i": ["rocm -model=gfx900", "topi_nn_conv2d", [["TENSOR", [1, 512, 14, 14], "float32"], ["TENSOR", [512, 512, 1, 1], "float32"], [1, 1], [0, 0], [1, 1], "NCHW", "float32"], {}, ["conv2d", [1, 512, 14, 14, "float32"], [512, 512, 1, 1, "float32"], [1, 1], [0, 0], [1, 1], "NCHW", "float32"], {"i": 2500548, "c": null, "e": [["tile_f", "sp", [32, 2, 8, 1]], ["tile_y", "sp", [2, 1, 7, 1]], ["tile_x", "sp", [2, 1, 7, 1]], ["tile_rc", "sp", [32, 16]], ["tile_ry", "sp", [1, 1]], ["tile_rx", "sp", [1, 1]], ["auto_unroll_max_step", "ot", 512], ["unroll_explicit", "ot", 1]], "t": "direct"}], "r": [[5.4152153652392946e-05], 0, 1.3174052238464355, 1535688904.1952338], "v": 0.1}
{"i": ["rocm -model=gfx900", "topi_nn_depthwise_conv2d_nchw", [["TENSOR", [1, 512, 14, 14], "float32"], ["TENSOR", [512, 1, 3, 3], "float32"], [1, 1], [1, 1], [1, 1], "float32"], {}, ["depthwise_conv2d_nchw", [1, 512, 14, 14, "float32"], [512, 1, 3, 3, "float32"], [1, 1], [1, 1], [1, 1], "float32"], {"i": 322090, "c": null, "e": [["tile_f", "sp", [256, 1, 2, 1]], ["tile_y", "sp", [1, 1, 14, 1]], ["tile_x", "sp", [1, 1, 7, 2]], ["auto_unroll_max_step", "ot", 1500], ["unroll_explicit", "ot", 1]], "t": "direct"}], "r": [[5.912435657998424e-06], 0, 1.2147557735443115, 1535690856.3122451], "v": 0.1}
{"i": ["rocm -model=gfx900", "topi_nn_conv2d", [["TENSOR", [1, 256, 14, 14], "float32"], ["TENSOR", [512, 256, 1, 1], "float32"], [1, 1], [0, 0], [1, 1], "NCHW", "float32"], {}, ["conv2d", [1, 256, 14, 14, "float32"], [512, 256, 1, 1, "float32"], [1, 1], [0, 0], [1, 1], "NCHW", "float32"], {"i": 2292440, "c": null, "e": [["tile_f", "sp", [16, 1, 32, 1]], ["tile_y", "sp", [7, 1, 2, 1]], ["tile_x", "sp", [1, 1, 7, 2]], ["tile_rc", "sp", [16, 16]], ["tile_ry", "sp", [1, 1]], ["tile_rx", "sp", [1, 1]], ["auto_unroll_max_step", "ot", 512], ["unroll_explicit", "ot", 1]], "t": "direct"}], "r": [[2.9576743544253894e-05], 0, 1.2652883529663086, 1535692043.8887806], "v": 0.1}
{"i": ["rocm -model=gfx900", "topi_nn_depthwise_conv2d_nchw", [["TENSOR", [1, 256, 28, 28], "float32"], ["TENSOR", [256, 1, 3, 3], "float32"], [2, 2], [1, 1], [1, 1], "float32"], {}, ["depthwise_conv2d_nchw", [1, 256, 28, 28, "float32"], [256, 1, 3, 3, "float32"], [2, 2], [1, 1], [1, 1], "float32"], {"i": 22440, "c": null, "e": [["tile_f", "sp", [256, 1, 1, 1]], ["tile_y", "sp", [1, 1, 14, 1]], ["tile_x", "sp", [1, 1, 14, 1]], ["auto_unroll_max_step", "ot", 0], ["unroll_explicit", "ot", 0]], "t": "direct"}], "r": [[8.76670359997666e-06], 0, 4.607664585113525, 1535693609.75984], "v": 0.1}
{"i": ["rocm -model=gfx900", "topi_nn_conv2d", [["TENSOR", [1, 256, 28, 28], "float32"], ["TENSOR", [256, 256, 1, 1], "float32"], [1, 1], [0, 0], [1, 1], "NCHW", "float32"], {}, ["conv2d", [1, 256, 28, 28, "float32"], [256, 256, 1, 1, "float32"], [1, 1], [0, 0], [1, 1], "NCHW", "float32"], {"i": 10733281, "c": null, "e": [["tile_f", "sp", [8, 2, 16, 1]], ["tile_y", "sp", [7, 1, 4, 1]], ["tile_x", "sp", [1, 1, 14, 2]], ["tile_rc", "sp", [16, 16]], ["tile_ry", "sp", [1, 1]], ["tile_rx", "sp", [1, 1]], ["auto_unroll_max_step", "ot", 512], ["unroll_explicit", "ot", 1]], "t": "direct"}], "r": [[3.627992316984779e-05], 0, 2.4226396083831787, 1535695345.1620743], "v": 0.1}
{"i": ["rocm -model=gfx900", "topi_nn_depthwise_conv2d_nchw", [["TENSOR", [1, 256, 28, 28], "float32"], ["TENSOR", [256, 1, 3, 3], "float32"], [1, 1], [1, 1], [1, 1], "float32"], {}, ["depthwise_conv2d_nchw", [1, 256, 28, 28, "float32"], [256, 1, 3, 3, "float32"], [1, 1], [1, 1], [1, 1], "float32"], {"i": 1216892, "c": null, "e": [["tile_f", "sp", [64, 1, 4, 1]], ["tile_y", "sp", [2, 1, 14, 1]], ["tile_x", "sp", [2, 1, 7, 2]], ["auto_unroll_max_step", "ot", 256], ["unroll_explicit", "ot", 1]], "t": "direct"}], "r": [[8.235613551912567e-06], 0, 1.3380553722381592, 1535698447.2186453], "v": 0.1}
{"i": ["rocm -model=gfx900", "topi_nn_conv2d", [["TENSOR", [1, 128, 28, 28], "float32"], ["TENSOR", [256, 128, 1, 1], "float32"], [1, 1], [0, 0], [1, 1], "NCHW", "float32"], {}, ["conv2d", [1, 128, 28, 28, "float32"], [256, 128, 1, 1, "float32"], [1, 1], [0, 0], [1, 1], "NCHW", "float32"], {"i": 9677281, "c": null, "e": [["tile_f", "sp", [8, 2, 16, 1]], ["tile_y", "sp", [7, 1, 4, 1]], ["tile_x", "sp", [1, 1, 14, 2]], ["tile_rc", "sp", [8, 16]], ["tile_ry", "sp", [1, 1]], ["tile_rx", "sp", [1, 1]], ["auto_unroll_max_step", "ot", 512], ["unroll_explicit", "ot", 1]], "t": "direct"}], "r": [[2.0313536664415933e-05], 0, 1.2873320579528809, 1535700059.1077042], "v": 0.1}
{"i": ["rocm -model=gfx900", "topi_nn_depthwise_conv2d_nchw", [["TENSOR", [1, 128, 56, 56], "float32"], ["TENSOR", [128, 1, 3, 3], "float32"], [2, 2], [1, 1], [1, 1], "float32"], {}, ["depthwise_conv2d_nchw", [1, 128, 56, 56, "float32"], [128, 1, 3, 3, "float32"], [2, 2], [1, 1], [1, 1], "float32"], {"i": 851640, "c": null, "e": [["tile_f", "sp", [128, 1, 1, 1]], ["tile_y", "sp", [1, 1, 28, 1]], ["tile_x", "sp", [1, 1, 28, 1]], ["auto_unroll_max_step", "ot", 256], ["unroll_explicit", "ot", 1]], "t": "direct"}], "r": [[1.1925989348171701e-05], 0, 5.781545400619507, 1535702218.4048846], "v": 0.1}
{"i": ["rocm -model=gfx900", "topi_nn_depthwise_conv2d_nchw", [["TENSOR", [1, 128, 56, 56], "float32"], ["TENSOR", [128, 1, 3, 3], "float32"], [1, 1], [1, 1], [1, 1], "float32"], {}, ["depthwise_conv2d_nchw", [1, 128, 56, 56, "float32"], [128, 1, 3, 3, "float32"], [1, 1], [1, 1], [1, 1], "float32"], {"i": 3528840, "c": null, "e": [["tile_f", "sp", [128, 1, 1, 1]], ["tile_y", "sp", [1, 1, 28, 2]], ["tile_x", "sp", [1, 1, 28, 2]], ["auto_unroll_max_step", "ot", 256], ["unroll_explicit", "ot", 1]], "t": "direct"}], "r": [[1.3561324582769509e-05], 0, 2.454011917114258, 1535709069.641153], "v": 0.1}
{"i": ["rocm -model=gfx900", "topi_nn_conv2d", [["TENSOR", [1, 64, 56, 56], "float32"], ["TENSOR", [128, 64, 1, 1], "float32"], [1, 1], [0, 0], [1, 1], "NCHW", "float32"], {}, ["conv2d", [1, 64, 56, 56, "float32"], [128, 64, 1, 1, "float32"], [1, 1], [0, 0], [1, 1], "NCHW", "float32"], {"i": 24961111, "c": null, "e": [["tile_f", "sp", [2, 2, 32, 1]], ["tile_y", "sp", [14, 2, 2, 1]], ["tile_x", "sp", [7, 1, 4, 2]], ["tile_rc", "sp", [4, 16]], ["tile_ry", "sp", [1, 1]], ["tile_rx", "sp", [1, 1]], ["auto_unroll_max_step", "ot", 512], ["unroll_explicit", "ot", 1]], "t": "direct"}], "r": [[1.5272732806644385e-05], 0, 1.3754899501800537, 1535715334.3272839], "v": 0.1}
{"i": ["rocm -model=gfx900", "topi_nn_depthwise_conv2d_nchw", [["TENSOR", [1, 64, 112, 112], "float32"], ["TENSOR", [64, 1, 3, 3], "float32"], [2, 2], [1, 1], [1, 1], "float32"], {}, ["depthwise_conv2d_nchw", [1, 64, 112, 112, "float32"], [64, 1, 3, 3, "float32"], [2, 2], [1, 1], [1, 1], "float32"], {"i": 1809696, "c": null, "e": [["tile_f", "sp", [64, 1, 1, 1]], ["tile_y", "sp", [4, 1, 14, 1]], ["tile_x", "sp", [1, 1, 56, 1]], ["auto_unroll_max_step", "ot", 0], ["unroll_explicit", "ot", 1]], "t": "direct"}], "r": [[2.0361933342347213e-05], 0, 1.468846321105957, 1535716166.3158739], "v": 0.1}
{"i": ["rocm -model=gfx900", "topi_nn_conv2d", [["TENSOR", [1, 32, 112, 112], "float32"], ["TENSOR", [64, 32, 1, 1], "float32"], [1, 1], [0, 0], [1, 1], "NCHW", "float32"], {}, ["conv2d", [1, 32, 112, 112, "float32"], [64, 32, 1, 1, "float32"], [1, 1], [0, 0], [1, 1], "NCHW", "float32"], {"i": 47100336, "c": null, "e": [["tile_f", "sp", [1, 4, 16, 1]], ["tile_y", "sp", [28, 1, 4, 1]], ["tile_x", "sp", [7, 1, 4, 4]], ["tile_rc", "sp", [2, 16]], ["tile_ry", "sp", [1, 1]], ["tile_rx", "sp", [1, 1]], ["auto_unroll_max_step", "ot", 512], ["unroll_explicit", "ot", 1]], "t": "direct"}], "r": [[1.6780021058495824e-05], 0, 1.4711217880249023, 1535719643.3632658], "v": 0.1}
{"i": ["rocm -model=gfx900", "topi_nn_depthwise_conv2d_nchw", [["TENSOR", [1, 32, 112, 112], "float32"], ["TENSOR", [32, 1, 3, 3], "float32"], [1, 1], [1, 1], [1, 1], "float32"], {}, ["depthwise_conv2d_nchw", [1, 32, 112, 112, "float32"], [32, 1, 3, 3, "float32"], [1, 1], [1, 1], [1, 1], "float32"], {"i": 6211128, "c": null, "e": [["tile_f", "sp", [32, 1, 1, 1]], ["tile_y", "sp", [8, 1, 14, 1]], ["tile_x", "sp", [1, 1, 28, 4]], ["auto_unroll_max_step", "ot", 1500], ["unroll_explicit", "ot", 1]], "t": "direct"}], "r": [[1.3292892670851384e-05], 0, 8.08970046043396, 1535721860.4685235], "v": 0.1}
{"i": ["rocm -model=gfx900", "topi_nn_conv2d", [["TENSOR", [1, 3, 224, 224], "float32"], ["TENSOR", [32, 3, 3, 3], "float32"], [2, 2], [1, 1], [1, 1], "NCHW", "float32"], {}, ["conv2d", [1, 3, 224, 224, "float32"], [32, 3, 3, 3, "float32"], [2, 2], [1, 1], [1, 1], "NCHW", "float32"], {"i": 24442508, "c": null, "e": [["tile_f", "sp", [1, 1, 32, 1]], ["tile_y", "sp", [16, 1, 1, 7]], ["tile_x", "sp", [7, 1, 16, 1]], ["tile_rc", "sp", [3, 1]], ["tile_ry", "sp", [1, 3]], ["tile_rx", "sp", [1, 3]], ["auto_unroll_max_step", "ot", 0], ["unroll_explicit", "ot", 0]], "t": "direct"}], "r": [[1.0537755494698406e-05], 0, 2.4620840549468994, 1535726379.901494], "v": 0.1}
{"i": ["opencl -model=gfx900", "topi_nn_conv2d", [["TENSOR", [1, 2048, 7, 7], "float32"], ["TENSOR", [512, 2048, 1, 1], "float32"], [1, 1], [0, 0], [1, 1], "NCHW", "float32"], {}, ["conv2d", [1, 2048, 7, 7, "float32"], [512, 2048, 1, 1, "float32"], [1, 1], [0, 0], [1, 1], "NCHW", "float32"], {"i": 146539, "c": null, "e": [["tile_f", "sp", [128, 1, 4, 1]], ["tile_y", "sp", [1, 1, 7, 1]], ["tile_x", "sp", [1, 1, 7, 1]], ["tile_rc", "sp", [64, 32]], ["tile_ry", "sp", [1, 1]], ["tile_rx", "sp", [1, 1]], ["auto_unroll_max_step", "ot", 0], ["unroll_explicit", "ot", 1]], "t": "direct"}], "r": [[0.00020387034375], 0, 0.8940458297729492, 1535513711.3451827], "v": 0.1}
{"i": ["opencl -model=gfx900", "topi_nn_conv2d", [["TENSOR", [1, 512, 7, 7], "float32"], ["TENSOR", [2048, 512, 1, 1], "float32"], [1, 1], [0, 0], [1, 1], "NCHW", "float32"], {}, ["conv2d", [1, 512, 7, 7, "float32"], [2048, 512, 1, 1, "float32"], [1, 1], [0, 0], [1, 1], "NCHW", "float32"], {"i": 318160, "c": null, "e": [["tile_f", "sp", [256, 2, 4, 1]], ["tile_y", "sp", [1, 1, 7, 1]], ["tile_x", "sp", [1, 1, 7, 1]], ["tile_rc", "sp", [32, 16]], ["tile_ry", "sp", [1, 1]], ["tile_rx", "sp", [1, 1]], ["auto_unroll_max_step", "ot", 1500], ["unroll_explicit", "ot", 1]], "t": "direct"}], "r": [[0.00010282936885245901], 0, 1.8425018787384033, 1535515729.0674944], "v": 0.1}
{"i": ["opencl -model=gfx900", "topi_nn_conv2d", [["TENSOR", [1, 1024, 14, 14], "float32"], ["TENSOR", [2048, 1024, 1, 1], "float32"], [2, 2], [0, 0], [1, 1], "NCHW", "float32"], {}, ["conv2d", [1, 1024, 14, 14, "float32"], [2048, 1024, 1, 1, "float32"], [2, 2], [0, 0], [1, 1], "NCHW", "float32"], {"i": 283292, "c": null, "e": [["tile_f", "sp", [128, 2, 4, 2]], ["tile_y", "sp", [1, 1, 7, 1]], ["tile_x", "sp", [1, 1, 7, 1]], ["tile_rc", "sp", [64, 16]], ["tile_ry", "sp", [1, 1]], ["tile_rx", "sp", [1, 1]], ["auto_unroll_max_step", "ot", 512], ["unroll_explicit", "ot", 1]], "t": "direct"}], "r": [[0.0004480177462686567], 0, 2.0187036991119385, 1535517122.443757], "v": 0.1}
{"i": ["opencl -model=gfx900", "topi_nn_conv2d", [["TENSOR", [1, 512, 7, 7], "float32"], ["TENSOR", [512, 512, 3, 3], "float32"], [1, 1], [1, 1], [1, 1], "NCHW", "float32"], {}, ["conv2d", [1, 512, 7, 7, "float32"], [512, 512, 3, 3, "float32"], [1, 1], [1, 1], [1, 1], "NCHW", "float32"], {"i": 421121, "c": null, "e": [["tile_b", "sp", [16, 1, 1, 1]], ["tile_y", "sp", [8, 2, 32, 1]], ["tile_x", "sp", [1, 1, 8, 2]], ["tile_rc", "sp", [32, 16]], ["auto_unroll_max_step", "ot", 1500], ["unroll_explicit", "ot", 1]], "t": "winograd"}], "r": [[7.670426788432268e-05], 0, 1.1978302001953125, 1535520154.5767097], "v": 0.1}
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