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NNAPI on Kirin 980 NPU. Model won't run on NPU, libc : Access denied finding property "ro.hardware.chipname" #52914

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robert-hardwick opened this issue Nov 2, 2021 · 7 comments
Closed

NNAPI on Kirin 980 NPU. Model won't run on NPU, libc : Access denied finding property "ro.hardware.chipname" #52914

robert-hardwick opened this issue Nov 2, 2021 · 7 comments
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@srjoglekar246 @miaowang14 @pjpratik
Labels
2.6.0 comp:lite TF Lite related issues stale This label marks the issue/pr stale - to be closed automatically if no activity stat:awaiting response Status - Awaiting response from author type:performance Performance Issue

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@robert-hardwick
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robert-hardwick commented Nov 2, 2021 •
edited

System information

  • Have I written custom code (as opposed to using a stock example script provided in TensorFlow):
  • OS Platform and Distribution (e.g., Linux Ubuntu 16.04): 11.0
  • Mobile device (e.g. iPhone 8, Pixel 2, Samsung Galaxy) if the issue happens on mobile device: Huawei P30 Pro
  • TensorFlow installed from (source or binary): android_aarch64_benchmark_tool
  • TensorFlow version (use command below):
  • Python version:
  • Bazel version (if compiling from source):
  • GCC/Compiler version (if compiling from source):
  • CUDA/cuDNN version:
  • GPU model and memory:

I have been experiencing NNAPI producing longer inference times on my device than with standard CPU delegate, so i ran benchmark binary with tensorflow prebuilt NNAPI models. The debug from logcat shows that it get stuck with the following error

11-02 14:18:11.933 29254 29254 E libc    : Access denied finding property "ro.hardware.chipname"
11-02 14:18:11.928 29254 29254 W benchmark_model: type=1400 audit(0.0:752014): avc: denied { read } for pid=29254 name="u:object_r:vendor_default_prop:s0" dev="tmpfs" ino=15480 scontext=u:r:shell:s0 tcontext=u:object_r:vendor_default_prop:s0 tclass=file permissive=0

I have tested this on Huawei P30 Pro and Huawei Nova 5T with the same results.
I downloaded mobilenet_v1_1.0_224_quant.tflite NNAPI prebuilt model from here https://www.tensorflow.org/lite/performance/nnapi#use_supported_models_and_ops

Then i pushed to the device and invoked the benchmarking tool

.downloaded android aarch64 benchmark tool as per instructions and invoked the model like so

adb shell /data/local/tmp/benchmark_model \
  --num_threads=4 \
  --graph=/data/local/tmp/mobilenet_v1_1.0_224_quant.tflite \
  --warmup_runs=1 \
  --num_runs=50 --use_nnapi=1 --verbose=1 --disable_nnapi_cpu=0 --nnapi_accelerator_name="ipuadaptor"

I enabled verbose nnapi log using this command

adb shell setprop debug.nn.vlog 1

11-02 14:18:11.894 29254 29254 D skia    : HME SkHmeDecFunction1 constructor ok
11-02 14:18:11.894 29254 29254 I HiTraceC: entered LogRegisterGetIdFun
11-02 14:18:11.894 29254 29254 I HiTraceC: entered HiTraceInit
11-02 14:18:11.896 29254 29254 I Manager : DeviceManager::DeviceManager
11-02 14:18:11.896 29254 29254 I Manager : findAvailableDevices
11-02 14:18:11.898 29254 29254 I Manager : Found interface ipuadaptor
11-02 14:18:11.903  1029 15537 I aiserver: IPUNNAdaptor getCapabilities_1_1
11-02 14:18:11.903  1029 15537 I aiserver: AiModelMngrService getCapabilities_1_1
11-02 14:18:11.903  1029 15537 I aiserver: AiModelMngrService getCapabilities
11-02 14:18:11.904  1029 15537 I hcs     : AndroidNNMLUExecutor::GetCapabilities Get device capabilities success.
11-02 14:18:11.904  1029 15537 I AndroidNN: AnnHcsService::GetCapabilities(169)::"Get capabilities done!"
11-02 14:18:11.904 29254 29254 I Manager : Capab {.relaxedFloat32toFloat16PerformanceScalar = {.execTime = 0.470000, .powerUsage = 0.660000}, .relaxedFloat32toFloat16PerformanceTensor = {.execTime = 0.470000, .powerUsage = 0.660000}, .operandPerformance = [7]{{.type = FLOAT32, .info = {.execTime = 0.470000, .powerUsage = 0.660000}}, {.type = INT32, .info = {.execTime = 0.470000, .powerUsage = 0.250000}}, {.type = UINT32, .info = {.execTime = 0.470000, .powerUsage = 0.250000}}, {.type = TENSOR_FLOAT32, .info = {.execTime = 0.470000, .powerUsage = 0.660000}}, {.type = TENSOR_INT32, .info = {.execTime = 0.470000, .powerUsage = 0.250000}}, {.type = OEM, .info = {.execTime = 0.470000, .powerUsage = 0.250000}}, {.type = TENSOR_OEM_BYTE, .info = {.execTime = 0.470000, .powerUsage = 0.250000}}}}
11-02 14:18:11.905 29254 29254 I tflite  : Initialized TensorFlow Lite runtime.
11-02 14:18:11.905 29254 29254 I tflite  : Created TensorFlow Lite delegate for NNAPI.
11-02 14:18:11.906 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 1 offset 2405268 size 864
11-02 14:18:11.906 29254 29254 I TypeManager: TypeManager::TypeManager
11-02 14:18:11.906 29254 29254 I TypeManager: Failed to read /vendor/etc/nnapi_extensions_app_allowlist ; No app allowlisted for vendor extensions use.
11-02 14:18:11.906 29254 29254 I TypeManager: NNAPI Vendor extensions enabled: 0
11-02 14:18:11.906 29254 29254 I Memory  : add()
11-02 14:18:11.906 29254 29254 I Memory  : It's new
11-02 14:18:11.906 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 2 offset 4219296 size 128
11-02 14:18:11.906 29254 29254 I Memory  : add()
11-02 14:18:11.906 29254 29254 I ModelBuilder: setOperandValue for operand 3 size 4
11-02 14:18:11.906 29254 29254 I ModelBuilder: Copied small value to offset 0
11-02 14:18:11.906 29254 29254 I ModelBuilder: setOperandValue for operand 4 size 4
11-02 14:18:11.906 29254 29254 I ModelBuilder: Copied small value to offset 4
11-02 14:18:11.906 29254 29254 I ModelBuilder: setOperandValue for operand 5 size 4
11-02 14:18:11.906 29254 29254 I ModelBuilder: Copied small value to offset 8
11-02 14:18:11.906 29254 29254 I ModelBuilder: setOperandValue for operand 6 size 4
11-02 14:18:11.906 29254 29254 I ModelBuilder: Copied small value to offset 12
11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 8 offset 2400848 size 288
11-02 14:18:11.907 29254 29254 I Memory  : add()
11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 9 offset 4219436 size 128
11-02 14:18:11.907 29254 29254 I Memory  : add()
11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValue for operand 10 size 4
11-02 14:18:11.907 29254 29254 I ModelBuilder: Copied small value to offset 16
11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValue for operand 11 size 4
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11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValue for operand 13 size 4
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11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValue for operand 14 size 4
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11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 16 offset 3995772 size 2048
11-02 14:18:11.907 29254 29254 I Memory  : add()
11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 17 offset 4219576 size 256
11-02 14:18:11.907 29254 29254 I Memory  : add()
11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValue for operand 18 size 4
11-02 14:18:11.907 29254 29254 I ModelBuilder: Copied small value to offset 36
11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValue for operand 19 size 4
11-02 14:18:11.907 29254 29254 I ModelBuilder: Copied small value to offset 40
11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValue for operand 20 size 4
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11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValue for operand 21 size 4
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11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 23 offset 2400260 size 576
11-02 14:18:11.907 29254 29254 I Memory  : add()
11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 24 offset 4219844 size 256
11-02 14:18:11.907 29254 29254 I Memory  : add()
11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValue for operand 25 size 4
11-02 14:18:11.907 29254 29254 I ModelBuilder: Copied small value to offset 52
11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValue for operand 26 size 4
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11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValue for operand 28 size 4
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11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValue for operand 29 size 4
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11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 31 offset 3997840 size 8192
11-02 14:18:11.907 29254 29254 I Memory  : add()
11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 32 offset 4220112 size 512
11-02 14:18:11.907 29254 29254 I Memory  : add()
11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValue for operand 33 size 4
11-02 14:18:11.907 29254 29254 I ModelBuilder: Copied small value to offset 72
11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValue for operand 34 size 4
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11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValue for operand 35 size 4
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11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValue for operand 36 size 4
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11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 38 offset 2397036 size 1152
11-02 14:18:11.907 29254 29254 I Memory  : add()
11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 39 offset 4220636 size 512
11-02 14:18:11.907 29254 29254 I Memory  : add()
11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValue for operand 40 size 4
11-02 14:18:11.907 29254 29254 I ModelBuilder: Copied small value to offset 88
11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValue for operand 41 size 4
11-02 14:18:11.907 29254 29254 I ModelBuilder: Copied small value to offset 92
11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValue for operand 42 size 4
11-02 14:18:11.907 29254 29254 I ModelBuilder: Copied small value to offset 96
11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValue for operand 43 size 4
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11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValue for operand 44 size 4
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11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 46 offset 2376020 size 16384
11-02 14:18:11.907 29254 29254 I Memory  : add()
11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 47 offset 3431192 size 512
11-02 14:18:11.907 29254 29254 I Memory  : add()
11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValue for operand 48 size 4
11-02 14:18:11.907 29254 29254 I ModelBuilder: Copied small value to offset 108
11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValue for operand 49 size 4
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11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValue for operand 50 size 4
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11-02 14:18:11.907 29254 29254 I ModelBuilder: setOperandValue for operand 51 size 4
11-02 14:18:11.907 29254 29254 I ModelBuilder: Copied small value to offset 120
11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 53 offset 4217608 size 1152
11-02 14:18:11.908 29254 29254 I Memory  : add()
11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 54 offset 4218772 size 512
11-02 14:18:11.908 29254 29254 I Memory  : add()
11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValue for operand 55 size 4
11-02 14:18:11.908 29254 29254 I ModelBuilder: Copied small value to offset 124
11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValue for operand 56 size 4
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11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValue for operand 57 size 4
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11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValue for operand 58 size 4
11-02 14:18:11.908 29254 29254 I ModelBuilder: Copied small value to offset 136
11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValue for operand 59 size 4
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11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 61 offset 3962980 size 32768
11-02 14:18:11.908 29254 29254 I Memory  : add()
11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 62 offset 4221160 size 1024
11-02 14:18:11.908 29254 29254 I Memory  : add()
11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValue for operand 63 size 4
11-02 14:18:11.908 29254 29254 I ModelBuilder: Copied small value to offset 144
11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValue for operand 64 size 4
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11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValue for operand 65 size 4
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11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 68 offset 3436360 size 2304
11-02 14:18:11.908 29254 29254 I Memory  : add()
11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 69 offset 4222196 size 1024
11-02 14:18:11.908 29254 29254 I Memory  : add()
11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValue for operand 70 size 4
11-02 14:18:11.908 29254 29254 I ModelBuilder: Copied small value to offset 160
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11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValue for operand 72 size 4
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11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValue for operand 73 size 4
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11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 76 offset 4141756 size 65536
11-02 14:18:11.908 29254 29254 I Memory  : add()
11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 77 offset 4223232 size 1024
11-02 14:18:11.908 29254 29254 I Memory  : add()
11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValue for operand 78 size 4
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11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 83 offset 2369080 size 2304
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11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 84 offset 4207316 size 1024
11-02 14:18:11.908 29254 29254 I Memory  : add()
11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValue for operand 85 size 4
11-02 14:18:11.908 29254 29254 I ModelBuilder: Copied small value to offset 196
11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValue for operand 86 size 4
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11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValue for operand 87 size 4
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11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValue for operand 88 size 4
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11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValue for operand 89 size 4
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11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 91 offset 4006048 size 131072
11-02 14:18:11.908 29254 29254 I Memory  : add()
11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 92 offset 4224268 size 2048
11-02 14:18:11.908 29254 29254 I Memory  : add()
11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValue for operand 93 size 4
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11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValue for operand 94 size 4
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11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValue for operand 95 size 4
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11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValue for operand 96 size 4
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11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 98 offset 2102304 size 4608
11-02 14:18:11.908 29254 29254 I Memory  : add()
11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 99 offset 4226328 size 2048
11-02 14:18:11.908 29254 29254 I Memory  : add()
11-02 14:18:11.908 29254 29254 I ModelBuilder: setOperandValue for operand 100 size 4
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11-02 14:18:11.909 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 107 offset 2403208 size 2048
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11-02 14:18:11.909 29254 29254 I ModelBuilder: setOperandValue for operand 108 size 4
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11-02 14:18:11.909 29254 29254 I ModelBuilder: setOperandValue for operand 115 size 4
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11-02 14:18:11.909 29254 29254 I Memory  : add()
11-02 14:18:11.909 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 122 offset 2401148 size 2048
11-02 14:18:11.909 29254 29254 I Memory  : add()
11-02 14:18:11.909 29254 29254 I ModelBuilder: setOperandValue for operand 123 size 4
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11-02 14:18:11.909 29254 29254 I Memory  : add()
11-02 14:18:11.909 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 129 offset 4230448 size 2048
11-02 14:18:11.909 29254 29254 I Memory  : add()
11-02 14:18:11.909 29254 29254 I ModelBuilder: setOperandValue for operand 130 size 4
11-02 14:18:11.909 29254 29254 I ModelBuilder: Copied small value to offset 304
11-02 14:18:11.909 29254 29254 I ModelBuilder: setOperandValue for operand 131 size 4
11-02 14:18:11.909 29254 29254 I ModelBuilder: Copied small value to offset 308
11-02 14:18:11.909 29254 29254 I ModelBuilder: setOperandValue for operand 132 size 4
11-02 14:18:11.909 29254 29254 I ModelBuilder: Copied small value to offset 312
11-02 14:18:11.909 29254 29254 I ModelBuilder: setOperandValue for operand 133 size 4
11-02 14:18:11.909 29254 29254 I ModelBuilder: Copied small value to offset 316
11-02 14:18:11.909 29254 29254 I ModelBuilder: setOperandValue for operand 134 size 4
11-02 14:18:11.909 29254 29254 I ModelBuilder: Copied small value to offset 320
11-02 14:18:11.909 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 136 offset 1573368 size 262144
11-02 14:18:11.909 29254 29254 I Memory  : add()
11-02 14:18:11.909 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 137 offset 4232508 size 2048
11-02 14:18:11.909 29254 29254 I Memory  : add()
11-02 14:18:11.909 29254 29254 I ModelBuilder: setOperandValue for operand 138 size 4
11-02 14:18:11.909 29254 29254 I ModelBuilder: Copied small value to offset 324
11-02 14:18:11.909 29254 29254 I ModelBuilder: setOperandValue for operand 139 size 4
11-02 14:18:11.909 29254 29254 I ModelBuilder: Copied small value to offset 328
11-02 14:18:11.909 29254 29254 I ModelBuilder: setOperandValue for operand 140 size 4
11-02 14:18:11.909 29254 29254 I ModelBuilder: Copied small value to offset 332
11-02 14:18:11.909 29254 29254 I ModelBuilder: setOperandValue for operand 141 size 4
11-02 14:18:11.909 29254 29254 I ModelBuilder: Copied small value to offset 336
11-02 14:18:11.909 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 143 offset 4137136 size 4608
11-02 14:18:11.909 29254 29254 I Memory  : add()
11-02 14:18:11.909 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 144 offset 4234568 size 2048
11-02 14:18:11.909 29254 29254 I Memory  : add()
11-02 14:18:11.909 29254 29254 I ModelBuilder: setOperandValue for operand 145 size 4
11-02 14:18:11.909 29254 29254 I ModelBuilder: Copied small value to offset 340
11-02 14:18:11.909 29254 29254 I ModelBuilder: setOperandValue for operand 146 size 4
11-02 14:18:11.909 29254 29254 I ModelBuilder: Copied small value to offset 344
11-02 14:18:11.909 29254 29254 I ModelBuilder: setOperandValue for operand 147 size 4
11-02 14:18:11.909 29254 29254 I ModelBuilder: Copied small value to offset 348
11-02 14:18:11.909 29254 29254 I ModelBuilder: setOperandValue for operand 148 size 4
11-02 14:18:11.909 29254 29254 I ModelBuilder: Copied small value to offset 352
11-02 14:18:11.909 29254 29254 I ModelBuilder: setOperandValue for operand 149 size 4
11-02 14:18:11.909 29254 29254 I ModelBuilder: Copied small value to offset 356
11-02 14:18:11.909 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 151 offset 460 size 262144
11-02 14:18:11.909 29254 29254 I Memory  : add()
11-02 14:18:11.909 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 152 offset 2398200 size 2048
11-02 14:18:11.909 29254 29254 I Memory  : add()
11-02 14:18:11.909 29254 29254 I ModelBuilder: setOperandValue for operand 153 size 4
11-02 14:18:11.909 29254 29254 I ModelBuilder: Copied small value to offset 360
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 154 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 364
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 155 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 368
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 156 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 372
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 158 offset 3431740 size 4608
11-02 14:18:11.910 29254 29254 I Memory  : add()
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 159 offset 4236628 size 2048
11-02 14:18:11.910 29254 29254 I Memory  : add()
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 160 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 376
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 161 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 380
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 162 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 384
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 163 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 388
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 164 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 392
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 166 offset 1311208 size 262144
11-02 14:18:11.910 29254 29254 I Memory  : add()
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 167 offset 4238688 size 2048
11-02 14:18:11.910 29254 29254 I Memory  : add()
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 168 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 396
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 169 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 400
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 170 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 404
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 171 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 408
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 173 offset 2371400 size 4608
11-02 14:18:11.910 29254 29254 I Memory  : add()
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 174 offset 4240748 size 2048
11-02 14:18:11.910 29254 29254 I Memory  : add()
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 175 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 412
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 176 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 416
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 177 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 420
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 178 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 424
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 179 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 428
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 181 offset 3438680 size 524288
11-02 14:18:11.910 29254 29254 I Memory  : add()
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 182 offset 4242808 size 4096
11-02 14:18:11.910 29254 29254 I Memory  : add()
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 183 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 432
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 184 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 436
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 185 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 440
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 186 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 444
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 188 offset 4208356 size 9216
11-02 14:18:11.910 29254 29254 I Memory  : add()
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 189 offset 4246916 size 4096
11-02 14:18:11.910 29254 29254 I Memory  : add()
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 190 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 448
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 191 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 452
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 192 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 456
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 193 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 460
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 194 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 464
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 196 offset 262616 size 1048576
11-02 14:18:11.910 29254 29254 I Memory  : add()
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 197 offset 4251024 size 4096
11-02 14:18:11.910 29254 29254 I Memory  : add()
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 198 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 468
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 199 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 472
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 200 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 476
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 201 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 480
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 203 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 484
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 204 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 488
11-02 14:18:11.910 29254 29254 I ModelBuilder: setOperandValue for operand 205 size 4
11-02 14:18:11.910 29254 29254 I ModelBuilder: Copied small value to offset 492
11-02 14:18:11.911 29254 29254 I ModelBuilder: setOperandValue for operand 206 size 4
11-02 14:18:11.911 29254 29254 I ModelBuilder: Copied small value to offset 496
11-02 14:18:11.911 29254 29254 I ModelBuilder: setOperandValue for operand 207 size 4
11-02 14:18:11.911 29254 29254 I ModelBuilder: Copied small value to offset 500
11-02 14:18:11.911 29254 29254 I ModelBuilder: setOperandValue for operand 208 size 4
11-02 14:18:11.911 29254 29254 I ModelBuilder: Copied small value to offset 504
11-02 14:18:11.911 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 210 offset 2406152 size 1025024
11-02 14:18:11.911 29254 29254 I Memory  : add()
11-02 14:18:11.911 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 211 offset 4255132 size 4004
11-02 14:18:11.911 29254 29254 I Memory  : add()
11-02 14:18:11.911 29254 29254 I ModelBuilder: setOperandValue for operand 212 size 4
11-02 14:18:11.911 29254 29254 I ModelBuilder: Copied small value to offset 508
11-02 14:18:11.911 29254 29254 I ModelBuilder: setOperandValue for operand 213 size 4
11-02 14:18:11.911 29254 29254 I ModelBuilder: Copied small value to offset 512
11-02 14:18:11.911 29254 29254 I ModelBuilder: setOperandValue for operand 214 size 4
11-02 14:18:11.911 29254 29254 I ModelBuilder: Copied small value to offset 516
11-02 14:18:11.911 29254 29254 I ModelBuilder: setOperandValue for operand 215 size 4
11-02 14:18:11.911 29254 29254 I ModelBuilder: Copied small value to offset 520
11-02 14:18:11.911 29254 29254 I ModelBuilder: setOperandValueFromMemory for operand 217 offset 4259148 size 8
11-02 14:18:11.911 29254 29254 I Memory  : add()
11-02 14:18:11.911 29254 29254 I ModelBuilder: setOperandValue for operand 219 size 4
11-02 14:18:11.911 29254 29254 I ModelBuilder: Copied small value to offset 524
11-02 14:18:11.911 29254 29254 I ModelBuilder: copyLargeValuesToSharedMemory has 0 values.
11-02 14:18:11.912 29254 29254 I GraphDump: // ModelBuilder::finish
11-02 14:18:11.912 29254 29254 I GraphDump: digraph {
11-02 14:18:11.912 29254 29254 I GraphDump:     d0 [style=filled fillcolor=black fontcolor=white label="0\nTQ8A(1x224x224x3)"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d1 [label="1: REF\nTQ8A(32x3x3x3)"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d2 [label="2: REF\nTI32(32)"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d3 [label="3: COPY\nI32 = 1"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d4 [label="4: COPY\nI32 = 2"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d5 [label="5: COPY\nI32 = 2"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d6 [label="6: COPY\nI32 = 0"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d7 [label="7\nTQ8A(1x112x112x32)"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d8 [label="8: REF\nTQ8A(1x3x3x32)"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d9 [label="9: REF\nTI32(32)"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d10 [label="10: COPY\nI32 = 1"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d11 [label="11: COPY\nI32 = 1"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d12 [label="12: COPY\nI32 = 1"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d13 [label="13: COPY\nI32 = 1"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d14 [label="14: COPY\nI32 = 0"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d15 [label="15\nTQ8A(1x112x112x32)"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d16 [label="16: REF\nTQ8A(64x1x1x32)"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d17 [label="17: REF\nTI32(64)"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d18 [label="18: COPY\nI32 = 1"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d19 [label="19: COPY\nI32 = 1"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d20 [label="20: COPY\nI32 = 1"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d21 [label="21: COPY\nI32 = 0"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d22 [label="22\nTQ8A(1x112x112x64)"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d23 [label="23: REF\nTQ8A(1x3x3x64)"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d24 [label="24: REF\nTI32(64)"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d25 [label="25: COPY\nI32 = 1"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d26 [label="26: COPY\nI32 = 2"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d27 [label="27: COPY\nI32 = 2"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d28 [label="28: COPY\nI32 = 1"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d29 [label="29: COPY\nI32 = 0"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d30 [label="30\nTQ8A(1x56x56x64)"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d31 [label="31: REF\nTQ8A(128x1x1x64)"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d32 [label="32: REF\nTI32(128)"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d33 [label="33: COPY\nI32 = 1"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d34 [label="34: COPY\nI32 = 1"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d35 [label="35: COPY\nI32 = 1"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d36 [label="36: COPY\nI32 = 0"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d37 [label="37\nTQ8A(1x56x56x128)"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d38 [label="38: REF\nTQ8A(1x3x3x128)"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d39 [label="39: REF\nTI32(128)"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d40 [label="40: COPY\nI32 = 1"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d41 [label="41: COPY\nI32 = 1"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d42 [label="42: COPY\nI32 = 1"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d43 [label="43: COPY\nI32 = 1"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d44 [label="44: COPY\nI32 = 0"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d45 [label="45\nTQ8A(1x56x56x128)"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d46 [label="46: REF\nTQ8A(128x1x1x128)"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d47 [label="47: REF\nTI32(128)"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d48 [label="48: COPY\nI32 = 1"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d49 [label="49: COPY\nI32 = 1"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d50 [label="50: COPY\nI32 = 1"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d51 [label="51: COPY\nI32 = 0"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d52 [label="52\nTQ8A(1x56x56x128)"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d53 [label="53: REF\nTQ8A(1x3x3x128)"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d54 [label="54: REF\nTI32(128)"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d55 [label="55: COPY\nI32 = 1"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d56 [label="56: COPY\nI32 = 2"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d57 [label="57: COPY\nI32 = 2"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d58 [label="58: COPY\nI32 = 1"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d59 [label="59: COPY\nI32 = 0"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d60 [label="60\nTQ8A(1x28x28x128)"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d61 [label="61: REF\nTQ8A(256x1x1x128)"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d62 [label="62: REF\nTI32(256)"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d63 [label="63: COPY\nI32 = 1"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d64 [label="64: COPY\nI32 = 1"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d65 [label="65: COPY\nI32 = 1"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d66 [label="66: COPY\nI32 = 0"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d67 [label="67\nTQ8A(1x28x28x256)"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d68 [label="68: REF\nTQ8A(1x3x3x256)"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d69 [label="69: REF\nTI32(256)"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d70 [label="70: COPY\nI32 = 1"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d71 [label="71: COPY\nI32 = 1"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d72 [label="72: COPY\nI32 = 1"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d73 [label="73: COPY\nI32 = 1"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d74 [label="74: COPY\nI32 = 0"]
11-02 14:18:11.912 29254 29254 I GraphDump:     d75 [label="75\nTQ8A(1x28x28x256)"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d76 [label="76: REF\nTQ8A(256x1x1x256)"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d77 [label="77: REF\nTI32(256)"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d78 [label="78: COPY\nI32 = 1"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d79 [label="79: COPY\nI32 = 1"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d80 [label="80: COPY\nI32 = 1"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d81 [label="81: COPY\nI32 = 0"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d82 [label="82\nTQ8A(1x28x28x256)"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d83 [label="83: REF\nTQ8A(1x3x3x256)"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d84 [label="84: REF\nTI32(256)"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d85 [label="85: COPY\nI32 = 1"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d86 [label="86: COPY\nI32 = 2"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d87 [label="87: COPY\nI32 = 2"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d88 [label="88: COPY\nI32 = 1"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d89 [label="89: COPY\nI32 = 0"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d90 [label="90\nTQ8A(1x14x14x256)"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d91 [label="91: REF\nTQ8A(512x1x1x256)"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d92 [label="92: REF\nTI32(512)"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d93 [label="93: COPY\nI32 = 1"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d94 [label="94: COPY\nI32 = 1"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d95 [label="95: COPY\nI32 = 1"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d96 [label="96: COPY\nI32 = 0"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d97 [label="97\nTQ8A(1x14x14x512)"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d98 [label="98: REF\nTQ8A(1x3x3x512)"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d99 [label="99: REF\nTI32(512)"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d100 [label="100: COPY\nI32 = 1"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d101 [label="101: COPY\nI32 = 1"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d102 [label="102: COPY\nI32 = 1"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d103 [label="103: COPY\nI32 = 1"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d104 [label="104: COPY\nI32 = 0"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d105 [label="105\nTQ8A(1x14x14x512)"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d106 [label="106: REF\nTQ8A(512x1x1x512)"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d107 [label="107: REF\nTI32(512)"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d108 [label="108: COPY\nI32 = 1"]
11-02 14:18:11.913 29254 29254 I GraphDump:     d109 [label="109: COPY\nI32 = 1"]
11-02 14:18:11.922  1029 15537 I aiserver: IPUNNAdaptor getSupportedOperations_1_1
11-02 14:18:11.922  1029 15537 I aiserver: AiModelMngrService getSupportedOperations_1_1
11-02 14:18:11.923  1029 15537 E aiserver: AiModelMngrServic::getSupportedOperations_1_1 not relaxed Model.
11-02 14:18:11.927  2375  2470 I OllieMsgCenter: publishEvt what:2135162884
11-02 14:18:11.933 29254 29254 E libc    : Access denied finding property "ro.hardware.chipname"
11-02 14:18:11.928 29254 29254 W benchmark_model: type=1400 audit(0.0:752014): avc: denied { read } for pid=29254 name="u:object_r:vendor_default_prop:s0" dev="tmpfs" ino=15480 scontext=u:r:shell:s0 tcontext=u:object_r:vendor_default_prop:s0 tclass=file permissive=0

To confirm that NPU exists and is available

robert@robert:~/Downloads$ adb shell lshal | grep neural
Warning: Skipping "android.frameworks.cameraservice.service@2.0::ICameraService/default": cannot be fetched from service manager (null)
Warning: Skipping "android.frameworks.displayservice@1.0::IDisplayService/default": cannot be fetched from service manager (null)
Warning: Skipping "android.frameworks.schedulerservice@1.0::ISchedulingPolicyService/default": cannot be fetched from service manager (null)
Warning: Skipping "android.frameworks.sensorservice@1.0::ISensorManager/default": cannot be fetched from service manager (null)
Warning: Skipping "android.frameworks.stats@1.0::IStats/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.audio.effect@5.0::IEffectsFactory/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.audio@5.0::IDevicesFactory/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.biometrics.fingerprint@2.1::IBiometricsFingerprint/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.bluetooth.audio@2.0::IBluetoothAudioProvidersFactory/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.bluetooth@1.0::IBluetoothHci/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.camera.provider@2.4::ICameraProvider/legacy/0": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.gatekeeper@1.0::IGatekeeper/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.gnss@1.0::IGnss/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.gnss@1.1::IGnss/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.gnss@2.0::IGnss/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.graphics.composer@2.1::IComposer/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.graphics.composer@2.2::IComposer/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.health@2.0::IHealth/backup": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.health@2.0::IHealth/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.ir@1.0::IConsumerIr/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.keymaster@3.0::IKeymasterDevice/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.light@2.0::ILight/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.media.c2@1.0::IComponentStore/software": no information for PID 1021, are you root?
Warning: Skipping "android.hardware.memtrack@1.0::IMemtrack/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.nfc@1.0::INfc/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.nfc@1.1::INfc/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.nfc@1.2::INfc/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.power.stats@1.0::IPowerStats/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.power@1.0::IPower/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.radio.config@1.0::IRadioConfig/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.radio.config@1.1::IRadioConfig/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.radio@1.0::IRadio/slot1": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.radio@1.1::IRadio/slot1": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.radio@1.2::IRadio/slot1": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.radio@1.3::IRadio/slot1": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.radio@1.4::IRadio/slot1": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.secure_element@1.0::ISecureElement/SIM1": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.sensors@1.0::ISensors/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.soundtrigger@2.0::ISoundTriggerHw/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.thermal@1.0::IThermal/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.usb@1.0::IUsb/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.vibrator@1.0::IVibrator/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.wifi.supplicant@1.0::ISupplicant/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.wifi.supplicant@1.1::ISupplicant/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.wifi.supplicant@1.2::ISupplicant/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.wifi@1.0::IWifi/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.wifi@1.1::IWifi/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.wifi@1.2::IWifi/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hardware.wifi@1.3::IWifi/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hidl.base@1.0::IBase/SIM1": cannot be fetched from service manager (null)
Warning: Skipping "android.hidl.base@1.0::IBase/ashmem": cannot be fetched from service manager (null)
Warning: Skipping "android.hidl.base@1.0::IBase/backup": cannot be fetched from service manager (null)
Warning: Skipping "android.hidl.base@1.0::IBase/default": cannot be fetched from service manager (null)
Warning: Skipping "android.hidl.base@1.0::IBase/eid": cannot be fetched from service manager (null)
Warning: Skipping "android.hidl.base@1.0::IBase/hiaiserver": cannot be fetched from service manager (null)
Warning: Skipping "android.hidl.base@1.0::IBase/hiaiserver_modelmanager": cannot be fetched from service manager (null)
Warning: Skipping "android.hidl.base@1.0::IBase/hiaiserver_v2": cannot be fetched from service manager (null)
Warning: Skipping "android.hidl.base@1.0::IBase/huawei.camera.cfgsvr": cannot be fetched from service manager (null)
Warning: Skipping "android.hidl.base@1.0::IBase/huawei.cameraresource.service": cannot be fetched from service manager (null)
Warning: Skipping "android.hidl.base@1.0::IBase/huaweiantitheft": cannot be fetched from service manager (null)
Warning: Skipping "android.hidl.base@1.0::IBase/huaweisigntool": cannot be fetched from service manager (null)
Warning: Skipping "android.hidl.base@1.0::IBase/hwfactoryinterface_hal": cannot be fetched from service manager (null)
Warning: Skipping "android.hidl.base@1.0::IBase/hwhiview_hal": cannot be fetched from service manager (null)
Warning: Skipping "android.hidl.base@1.0::IBase/hwsched": cannot be fetched from service manager (null)
Warning: Skipping "android.hidl.base@1.0::IBase/hwstp": cannot be fetched from service manager (null)
Warning: Skipping "android.hidl.base@1.0::IBase/hwvoiceid": cannot be fetched from service manager (null)
Warning: Skipping "android.hidl.base@1.0::IBase/ipuadaptor": cannot be fetched from service manager (null)
Warning: Skipping "android.hidl.base@1.0::IBase/legacy/0": cannot be fetched from service manager (null)
Warning: Skipping "android.hidl.base@1.0::IBase/perfgenius": cannot be fetched from service manager (null)
Warning: Skipping "android.hidl.base@1.0::IBase/perfpolicy": cannot be fetched from service manager (null)
Warning: Skipping "android.hidl.base@1.0::IBase/rildi": cannot be fetched from service manager (null)
Warning: Skipping "android.hidl.base@1.0::IBase/slot1": cannot be fetched from service manager (null)
Warning: Skipping "android.hidl.base@1.0::IBase/software": cannot be fetched from service manager (null)
Warning: Skipping "android.hidl.base@1.0::IBase/uniperf": cannot be fetched from service manager (null)
Warning: Skipping "android.hidl.base@1.0::IBase/virtualcamera.streamchange": cannot be fetched from service manager (null)
Warning: Skipping "android.system.net.netd@1.0::INetd/default": cannot be fetched from service manager (null)
Warning: Skipping "android.system.net.netd@1.1::INetd/default": cannot be fetched from service manager (null)
Warning: Skipping "android.system.suspend@1.0::ISystemSuspend/default": cannot be fetched from service manager (null)
Warning: Skipping "android.system.wifi.keystore@1.0::IKeystore/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.activity_recognition@1.0::IActivityRecognition/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.activity_recognition@1.1::IActivityRecognition/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.audioremote@1.0::IAudioRemoteConnect/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.biometrics.fingerprint@2.1::IExtBiometricsFingerprint/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.biometrics.fingerprint@2.2::IExtBiometricsFingerprint/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.biometrics.hwfacerecognize@2.0::IBiometricsFaceRecognize/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.biometrics.hwsecurefacerecognize@2.0::ISecureBiometricsFaceRecognize/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.biometrics.hwvoiceid@2.0::IBiometricsVoiceId/hwvoiceid": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.bluetooth@1.0::IHwBluetoothHciExt/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.bluetooth@1.1::IHwBluetoothHciExt/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.camera.camResource@1.0::IHwCameraResourceService/huawei.cameraresource.service": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.camera.camResource@1.1::IHwCameraResourceService/huawei.cameraresource.service": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.camera.camResource@1.2::IHwCameraResourceService/huawei.cameraresource.service": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.camera.camResource@1.3::IHwCameraResourceService/huawei.cameraresource.service": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.camera.cfgsvr@1.0::IHwCamCfgSvr/huawei.camera.cfgsvr": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.camera.cfgsvr@1.1::IHwCamCfgSvr/huawei.camera.cfgsvr": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.camera.factory@1.0::ICameraFactory/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.camera.vircamera@1.0::IVirCameraChannel/virtualcamera.streamchange": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.dolby.dms@1.0::IDms/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.dubai@1.0::IDubaiManager/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.dubai@1.1::IDubaiManager/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.eid@1.0::IEid/eid": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.eid@1.1::IEid/eid": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.fm@1.0::IFmControl/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.fusd@1.0::IFusdLbs/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.fusd@1.1::IFusdLbs/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.fusd@1.2::IFusdLbs/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.fusd@1.3::IFusdLbs/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.fusd@1.4::IFusdLbs/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.fusd@1.5::IFusdLbs/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.fusd@1.6::IFusdLbs/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.gnss@2.0::IHWGnss/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.graphics.hwcinterface@1.0::IHwcInterface/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.graphics.hwcinterface@1.1::IHwcInterface/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.graphics.mediacomm@2.0::IMediaComm/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.graphics.mediacomm@2.1::IMediaComm/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.hinetmanager@1.0::IHinetmanagerDevice/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.hisiradio@1.0::IHisiRadio/slot1": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.hisiradio@1.1::IHisiRadio/slot1": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.hisiradio@1.2::IHisiRadio/slot1": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.hisiradio@1.3::IHisiRadio/slot1": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.hivrar@2.0::IHiVRAR/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.hivrar@2.1::IHiVRAR/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.huaweiantitheft@1.0::IHuaweiAntiTheft/huaweiantitheft": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.huaweisigntool@1.0::ISignTool/huaweisigntool": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.hwdisplay.displayengine@1.0::IDisplayEngineWrapper/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.hwdisplay.displayengine@1.1::IDisplayEngineWrapper/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.hwdisplay.displayengine@1.2::IDisplayEngineWrapper/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.hwdisplay@1.0::IDisplay/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.hwfactoryinterface@1.0::IHwFactoryInterface/hwfactoryinterface_hal": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.hwfactoryinterface@1.1::IHwFactoryInterface/hwfactoryinterface_hal": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.hwfs@1.0::IHwfs/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.hwhiview@1.0::IHwHiviewInterface/hwhiview_hal": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.hwhiview@1.1::IHwHiviewInterface/hwhiview_hal": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.hwsched@1.0::ISched/hwsched": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.hwstp@1.0::IHwStp/hwstp": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.hwstp@1.1::IHwStp/hwstp": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.hwvibrator@1.0::IHWVibrator/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.hwvibrator@1.1::IHWVibrator/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.iawareperf@1.0::IUniPerf/uniperf": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.iawareperfpolicy@1.0::IPerfPolicy/perfpolicy": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.iked@1.0::IIkedDevice/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.jpegdec@1.0::IJpegDecode/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.libteec@3.0::ILibteecGlobal/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.light@2.0::ILight/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.modemchr@1.0::IModemchrDevice/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.motion@1.0::IMotion/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.nfc@1.0::IHWNfc/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.perfgenius@2.0::IPerfGenius/perfgenius": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.power@1.0::IHWPower/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.radio.chr@1.0::IRadioChr/slot1": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.radio.deprecated@1.0::IOemHook/slot1": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.radio.ims@2.0::IRadioIms/rildi": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.radio@2.0::IRadio/slot1": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.sensors@1.0::ISensors/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.sensors@1.1::ISensors/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.tp@1.0::ITouchscreen/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.wifi.supplicant@3.0::ISupplicant/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.wifi@1.0::IHwWifiExt/default": cannot be fetched from service manager (null)
Warning: Skipping "vendor.huawei.hardware.wifi@1.1::IHwWifiExt/default": cannot be fetched from service manager (null)
DM,FC Y android.hardware.neuralnetworks@1.0::IDevice/ipuadaptor                                               N/A        N/A    
DM,FC Y android.hardware.neuralnetworks@1.1::IDevice/ipuadaptor                                               N/A        N/A
@robert-hardwick robert-hardwick added the type:performance Performance Issue label Nov 2, 2021
@robert-hardwick robert-hardwick changed the title NNAPI on Kirin 980 NNAPI on Kirin 980 NPU. Model won't run on NPU, libc : Access denied finding property "ro.hardware.chipname" Nov 2, 2021
@sushreebarsa sushreebarsa added the comp:lite TF Lite related issues label Nov 2, 2021
@robert-hardwick
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Update: Appears to be a problem of benchmark_model not having the correct permissions because when i have executed the same model inside a custom app, i don't have the problem.
Should i close this issue and report as permission issue with android benchmark_model ?

@sushreebarsa sushreebarsa removed their assignment Nov 3, 2021
@jvishnuvardhan jvishnuvardhan added the stat:awaiting tensorflower Status - Awaiting response from tensorflower label Nov 3, 2021
@srjoglekar246
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@miaowang14 Can you take a look?

@lulungsatrioprayuda lulungsatrioprayuda mentioned this issue Mar 18, 2022
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@alexymumo
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Still get the same error when using tensorfow and kotlin

@miaowang14
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@alexymumo , could you share more details about your model and the error logs?

For floating point models, you would have to set allow_fp16 to true to run it on the NPU: https://github.com/tensorflow/tensorflow/blob/master/tensorflow/lite/delegates/nnapi/nnapi_delegate.h#L97

@pjpratik pjpratik added stat:awaiting response Status - Awaiting response from author and removed stat:awaiting tensorflower Status - Awaiting response from tensorflower labels Jun 8, 2023
@pjpratik pjpratik self-assigned this Jun 8, 2023
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This issue is stale because it has been open for 7 days with no activity. It will be closed if no further activity occurs. Thank you.

@github-actions github-actions bot added the stale This label marks the issue/pr stale - to be closed automatically if no activity label Jun 16, 2023
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This issue was closed because it has been inactive for 7 days since being marked as stale. Please reopen if you'd like to work on this further.

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@srjoglekar246 srjoglekar246

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2.6.0 comp:lite TF Lite related issues stale This label marks the issue/pr stale - to be closed automatically if no activity stat:awaiting response Status - Awaiting response from author type:performance Performance Issue
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@srjoglekar246 @miaowang14 @robert-hardwick @jvishnuvardhan @alexymumo @sushreebarsa @pjpratik