dAIEdge-VLab Weekly Tests
STM32MP257
tflite
1612 - stm32mp257 tflite

1612 - stm32mp257 tflite

❗
Summary: Pipeline failed, error.log is filled, and a not valid report was generated.

Model Details

  • model name : movenet_singlepose_lightning_192_int8.tflite
  • model url : Download here

Logs Details

user.log
Run command : benchmark_model --graph=1741590866208_movenet_singlepose_lightning_192_int8.tflite  --enable_op_profiling=true --report_peak_memory_footprint=true  --profiling_output_csv_file=log.csv --op_profiling_output_mode=csv --external_delegate_path=/usr/lib/libvx_delegate.so.2 --num_runs 20
INFO: Created TensorFlow Lite XNNPACK delegate for CPU. 
W [HandleLayoutInfer:287]Op 131: default layout inference pass. 
W [HandleLayoutInfer:287]Op 162: default layout inference pass. 
W [HandleLayoutInfer:287]Op 162: default layout inference pass. 
W [HandleLayoutInfer:287]Op 162: default layout inference pass. 
W [HandleLayoutInfer:287]Op 162: default layout inference pass. 
W [HandleLayoutInfer:287]Op 162: default layout inference pass. 
W [HandleLayoutInfer:287]Op 74: default layout inference pass. 
W [HandleLayoutInfer:287]Op 131: default layout inference pass. 
W [HandleLayoutInfer:287]Op 162: default layout inference pass. 
W [HandleLayoutInfer:287]Op 131: default layout inference pass. 
W [HandleLayoutInfer:287]Op 162: default layout inference pass. 
W [HandleLayoutInfer:287]Op 162: default layout inference pass. 
W [HandleLayoutInfer:287]Op 162: default layout inference pass. 
W [HandleLayoutInfer:287]Op 162: default layout inference pass. 
W [HandleLayoutInfer:287]Op 97: default layout inference pass. 
W [HandleLayoutInfer:287]Op 162: default layout inference pass. 
W [HandleLayoutInfer:287]Op 162: default layout inference pass. 
W [HandleLayoutInfer:287]Op 162: default layout inference pass. 
W [HandleLayoutInfer:287]Op 162: default layout inference pass. 
W [HandleLayoutInfer:287]Op 162: default layout inference pass. 
W [HandleLayoutInfer:287]Op 162: default layout inference pass. 
W [HandleLayoutInfer:287]Op 74: default layout inference pass. 
W [HandleLayoutInfer:287]Op 131: default layout inference pass. 
W [HandleLayoutInfer:287]Op 162: default layout inference pass. 
W [HandleLayoutInfer:287]Op 131: default layout inference pass. 
W [HandleLayoutInfer:287]Op 162: default layout inference pass. 
W [HandleLayoutInfer:287]Op 162: default layout inference pass. 
W [HandleLayoutInfer:287]Op 162: default layout inference pass. 
W [HandleLayoutInfer:287]Op 97: default layout inference pass. 
W [HandleLayoutInfer:287]Op 162: default layout inference pass. 
W [HandleLayoutInfer:287]Op 162: default layout inference pass. 
W [HandleLayoutInfer:287]Op 162: default layout inference pass. 
End of command : benchmark_model
error.log
(266:0) : error : Error(0,266) : Cannot find the header file cl_viv_vx_ext.h.
(25:0) : error : undefined identifier: 'COPY'
(59:0) : error : undefined identifier: 'COPY'
(268:0) : error : syntax error at 'VXC_512Bits'
ERROR: Failed to compile vx shader. (error: FFFFFFFF)
E [kernel/vsi_nn_kernel.c:_gpu_register:617]Build program fail.
E [kernel/vsi_nn_kernel.c:vsi_nn_kernel_create_node:891]Register client kernel com.vivantecorp.extension.evis.resize_bilinear_U8toU8_SAME_2x_upsample_half_pixel_centers fail with -1.
(266:0) : error : Error(0,266) : Cannot find the header file cl_viv_vx_ext.h.
(25:0) : error : undefined identifier: 'COPY'
(59:0) : error : undefined identifier: 'COPY'
(268:0) : error : syntax error at 'VXC_512Bits'
ERROR: Failed to compile vx shader. (error: FFFFFFFF)
E [kernel/vsi_nn_kernel.c:_gpu_register:617]Build program fail.
E [kernel/vsi_nn_kernel.c:vsi_nn_kernel_create_node:891]Register client kernel com.vivantecorp.extension.evis.resize_bilinear_U8toU8_SAME_2x_upsample_half_pixel_centers fail with -1.
(266:0) : error : Error(0,266) : Cannot find the header file cl_viv_vx_ext.h.
(25:0) : error : undefined identifier: 'COPY'
(59:0) : error : undefined identifier: 'COPY'
(268:0) : error : syntax error at 'VXC_512Bits'
ERROR: Failed to compile vx shader. (error: FFFFFFFF)
E [kernel/vsi_nn_kernel.c:_gpu_register:617]Build program fail.
E [kernel/vsi_nn_kernel.c:vsi_nn_kernel_create_node:891]Register client kernel com.vivantecorp.extension.evis.resize_bilinear_U8toU8_SAME_2x_upsample_half_pixel_centers fail with -1.
(266:0) : error : Error(0,266) : Cannot find the header file cl_viv_vx_ext.h.
(25:0) : error : undefined identifier: 'COPY'
(59:0) : error : undefined identifier: 'COPY'
(287:0) : error : undefined identifier: 'vxc_char16'
(288:0) : error : undefined identifier: 'src'
(290:0) : error : undefined identifier: 'src'
(313:0) : error : undefined identifier: 'vxc_uchar16'
(314:0) : error : undefined identifier: 'src'
(315:0) : error : undefined identifier: 'src'
(337:0) : error : undefined identifier: 'vxc_short8'
(338:0) : error : undefined identifier: 'src'
(339:0) : error : undefined identifier: 'src'
(361:0) : error : undefined identifier: 'vxc_short8'
(362:0) : error : undefined identifier: 'src'
(363:0) : error : undefined identifier: 'src'
ERROR: Failed to compile vx shader. (error: FFFFFFFF)
E [kernel/vsi_nn_kernel.c:_gpu_register:617]Build program fail.
E [kernel/vsi_nn_kernel.c:vsi_nn_kernel_create_node:891]Register client kernel com.vivantecorp.extension.evis.gather_nd_U8toU8_3D fail with -1.
(266:0) : error : Error(0,266) : Cannot find the header file cl_viv_vx_ext.h.
(25:0) : error : undefined identifier: 'COPY'
(59:0) : error : undefined identifier: 'COPY'
(287:0) : error : undefined identifier: 'vxc_char16'
(288:0) : error : undefined identifier: 'src'
(290:0) : error : undefined identifier: 'src'
(313:0) : error : undefined identifier: 'vxc_uchar16'
(314:0) : error : undefined identifier: 'src'
(315:0) : error : undefined identifier: 'src'
(337:0) : error : undefined identifier: 'vxc_short8'
(338:0) : error : undefined identifier: 'src'
(339:0) : error : undefined identifier: 'src'
(361:0) : error : undefined identifier: 'vxc_short8'
(362:0) : error : undefined identifier: 'src'
(363:0) : error : undefined identifier: 'src'
ERROR: Failed to compile vx shader. (error: FFFFFFFF)
E [kernel/vsi_nn_kernel.c:_gpu_register:617]Build program fail.
E [kernel/vsi_nn_kernel.c:vsi_nn_kernel_create_node:891]Register client kernel com.vivantecorp.extension.evis.gather_nd_U8toU8_3D fail with -1.
(266:0) : error : Error(0,266) : Cannot find the header file cl_viv_vx_ext.h.
(25:0) : error : undefined identifier: 'COPY'
(59:0) : error : undefined identifier: 'COPY'
(287:0) : error : undefined identifier: 'vxc_char16'
(288:0) : error : undefined identifier: 'src'
(290:0) : error : undefined identifier: 'src'
(313:0) : error : undefined identifier: 'vxc_uchar16'
(314:0) : error : undefined identifier: 'src'
(315:0) : error : undefined identifier: 'src'
(337:0) : error : undefined identifier: 'vxc_short8'
(338:0) : error : undefined identifier: 'src'
(339:0) : error : undefined identifier: 'src'
(361:0) : error : undefined identifier: 'vxc_short8'
(362:0) : error : undefined identifier: 'src'
(363:0) : error : undefined identifier: 'src'
ERROR: Failed to compile vx shader. (error: FFFFFFFF)
E [kernel/vsi_nn_kernel.c:_gpu_register:617]Build program fail.
E [kernel/vsi_nn_kernel.c:vsi_nn_kernel_create_node:891]Register client kernel com.vivantecorp.extension.evis.gather_nd_U8toU8_3D fail with -1.
(266:0) : error : Error(0,266) : Cannot find the header file cl_viv_vx_ext.h.
(25:0) : error : undefined identifier: 'COPY'
(59:0) : error : undefined identifier: 'COPY'
(286:0) : error : undefined identifier: 'vxc_char16'
(287:0) : error : undefined identifier: 'src'
(289:0) : error : undefined identifier: 'src'
(310:0) : error : undefined identifier: 'vxc_uchar16'
(311:0) : error : undefined identifier: 'src'
(312:0) : error : undefined identifier: 'src'
(333:0) : error : undefined identifier: 'vxc_short8'
(334:0) : error : undefined identifier: 'src'
(335:0) : error : undefined identifier: 'src'
(356:0) : error : undefined identifier: 'vxc_short8'
(357:0) : error : undefined identifier: 'src'
(358:0) : error : undefined identifier: 'src'
ERROR: Failed to compile vx shader. (error: FFFFFFFF)
E [kernel/vsi_nn_kernel.c:_gpu_register:617]Build program fail.
E [kernel/vsi_nn_kernel.c:vsi_nn_kernel_create_node:891]Register client kernel com.vivantecorp.extension.evis.gather_nd_U8toU8_2D fail with -1.

Report Details

report.json
{
  "GFLOPs": null,
  "accuracy": null,
  "ambiant_temperature": null,
  "benchmark_type": "Type1",
  "date": "2025-03-10 07:15:10",
  "energy_efficiency": null,
  "flash_size": 4013981696,
  "flash_usage": 0.07211891381778737,
  "inference_engine": "tflite",
  "inference_latency": {
    "latency_per_layers": [
      {
        "layer_name": " [tfl.quantize1 Reshape_4 tfl.quantize2 Reshape_5 Sigmoid1 Sigmoid2 kpt_offset_0/conv2d_7/BiasAdd;kpt_regress_0/conv2d_6/Conv2D;kpt_offset_0/conv2d_7/Conv2D;conv2d_7/bias1 kpt_regress_0/conv2d_6/BiasAdd;kpt_regress_0/conv2d_6/Conv2D;conv2d_6/bias1]:157",
        "max": 71541.5,
        "mean": 71541.5,
        "min": 71541.5,
        "std": 0.0
      },
      {
        "layer_name": " [stack]:99",
        "max": 16.84,
        "mean": 16.84,
        "min": 16.84,
        "std": 0.0
      },
      {
        "layer_name": " [tfl.quantize5 Reshape_9 tfl.quantize6 Reshape_10]:158",
        "max": 2775.74,
        "mean": 2775.74,
        "min": 2775.74,
        "std": 0.0
      },
      {
        "layer_name": " [stack_1]:140",
        "max": 17.14,
        "mean": 17.14,
        "min": 17.14,
        "std": 0.0
      },
      {
        "layer_name": " [StatefulPartitionedCall:0]:159",
        "max": 596.38,
        "mean": 596.38,
        "min": 596.38,
        "std": 0.0
      }
    ],
    "max": 76252.0,
    "mean": 74947.6,
    "min": 73820.0,
    "std": 684.0,
    "troughput": null
  },
  "load_accelerator": null,
  "load_cpu": 38.63928571428571,
  "model_file_name": "1741590866208_movenet_singlepose_lightning_192_int8.tflite",
  "model_size": 2894840,
  "nb_inference": 50,
  "nb_parameters_model": null,
  "postprocess_time": {
    "max": null,
    "mean": null,
    "min": null,
    "std": null
  },
  "power_consumption": null,
  "preprocess_time": {
    "max": null,
    "mean": null,
    "min": null,
    "std": null
  },
  "ram_peak_usage": 4.474609005462085,
  "ram_size": 3961704448,
  "target": "stm32mp257",
  "temperature": null,
  "version": 0
}
1611 - stm32mp257 tflite1613 - stm32mp257 tflite