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yolov8njump-exp1.log

yolov8njump-exp1.log 29 KB
文件歷史 原始文件

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  1. nohup: ignoring input
    2. 

  2. [W Context.cpp:69] Warning: torch.set_deterministic is in beta, and its design and  functionality may change in the future. (function operator())
    3. 

  3. [15 08:18:40 <frozen super_pulsar.proto.configuration_super_pulsar_manip>:39] WRN migrate all stand-alone args into a single task
    4. 

  4. [15 08:18:40 <frozen super_pulsar.proto.configuration_super_pulsar_manip>:159] set task task_0's 0th input model path as /root/axera/axera-quan-hjj/model/yolov8-jump.onnx
    5. 

  5. [15 08:18:40 <frozen super_pulsar.proto.configuration_super_pulsar_manip>:178] set task task_0's 0th output model path as /root/axera/axera-quan-hjj/joint/yolov8n-jump.joint
    6. 

  6. [15 08:18:40 <frozen super_pulsar.proto.configuration_super_pulsar_manip>:297] set task task_0's pulsar_conf.output_dir as /root/axera/axera-quan-hjj
    7. 

  7. /opt/venv/lib/python3.6/site-packages/torch/cuda/__init__.py:52: UserWarning: CUDA initialization: Found no NVIDIA driver on your system. Please check that you have an NVIDIA GPU and installed a driver from http://www.nvidia.com/Download/index.aspx (Triggered internally at  /pytorch/c10/cuda/CUDAFunctions.cpp:100.)
    8. 

  8.   return torch._C._cuda_getDeviceCount() > 0
    9. 

  9. [15 08:18:41 <frozen super_pulsar.func_wrappers.wrapper_pulsar_build>:17] planning task task_0
    10. 

  10. [15 08:18:41 <frozen super_pulsar.func_wrappers.pulsar_build.neuwizard_step>:459] WRN affine_preprocess at QAT model compiling is deprecated, insert enforce_integers at front, please use scale_to_integers instead.
    11. 

  11. [15 08:18:41 <frozen super_pulsar.func_wrappers.wrapper_pulsar_build>:340] ################## Running task task_0 ##################
    12. 

  12. [15 08:18:41 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:30] python3 /root/python_modules/super_pulsar/super_pulsar/toolchain_wrappers/wrapper_neuwizard.py --config /tmp/tmpnu8ile81.prototxt
    13. 

  13. [15 08:18:41 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] [W Context.cpp:69] Warning: torch.set_deterministic is in beta, and its design and  functionality may change in the future. (function operator())
    14. 

  14. [15 08:19:09 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] ONNX Model Version 12 for "/root/axera/axera-quan-hjj/model/yolov8-jump.onnx"
    15. 

  15. [15 08:19:09 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning load step finished; elapsed time: 0.01s
    16. 

  16. [15 08:19:09 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning transform step finished; elapsed time: 0.02s
    17. 

  17. [15 08:19:09 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning transform step finished; elapsed time: 0.00s
    18. 

  18. [15 08:19:09 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning transform step finished; elapsed time: 0.00s
    19. 

  19. [15 08:19:09 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning transform step to "native" finished; elapsed time: 0.26s
    20. 

  20. [15 08:19:09 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning transform step to "native_no_bn" finished; elapsed time: 0.00s
    21. 

  21. [15 08:19:09 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning transform step to "pretransformed" finished; elapsed time: 0.39s
    22. 

  22. [15 08:19:09 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning calibrate step finished; elapsed time: 0.00s
    23. 

  23. [15 08:19:09 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning transform step to "transformed" finished; elapsed time: 21.33s
    24. 

  24. [15 08:19:09 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning transform step to "posttransformed" finished; elapsed time: 0.75s
    25. 

  25. [15 08:19:09 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning transform step to "magma" finished; elapsed time: 0.53s
    26. 

  26. [15 08:19:09 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning transform step to "magma_validified" finished; elapsed time: 0.11s
    27. 

  27. [15 08:19:09 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning transform step to "lava_with_rtv" finished; elapsed time: 2.65s
    28. 

  28. [15 08:19:09 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning dump_joint_model step finished; elapsed time: 0.00s
    29. 

  29. [15 08:19:09 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning evaluate step finished; elapsed time: 0.00s
    30. 

  30. [15 08:19:09 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning ir_bit_macs step finished; elapsed time: 0.00s
    31. 

  31. [15 08:19:09 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning ir_bit_float_params step finished; elapsed time: 0.00s
    32. 

  32. [15 08:19:09 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning ir_bit_quantized_params step finished; elapsed time: 0.00s
    33. 

  33. [15 08:19:09 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Loading model finished; elapsed time: 0.00s
    34. 

  34. [15 08:19:09 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Transforming to "onnx_step_1" finished; elapsed time: 0.01s
    35. 

  35. [15 08:19:09 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Transforming to "onnx_step_2" finished; elapsed time: 0.00s
    36. 

  36. [15 08:19:09 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Transforming to "onnx" finished; elapsed time: 0.00s
    37. 

  37. [15 08:19:09 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Transforming to "native" finished; elapsed time: 0.10s
    38. 

  38. [15 08:19:09 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Transforming to "native_no_bn" finished; elapsed time: 0.00s
    39. 

  39. [15 08:19:09 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Transforming to "pretransformed" finished; elapsed time: 0.13s
    40. 

  40. [15 08:19:09 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] /opt/venv/lib/python3.6/site-packages/torch/cuda/__init__.py:52: UserWarning: CUDA initialization: Found no NVIDIA driver on your system. Please check that you have an NVIDIA GPU and installed a driver from http://www.nvidia.com/Download/index.aspx (Triggered internally at  /pytorch/c10/cuda/CUDAFunctions.cpp:100.)
    41. 

  41. [15 08:19:09 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] return torch._C._cuda_getDeviceCount() > 0
    42. 

  42. [15 08:21:25 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Calibrating finished; elapsed time: 136.18s
    43. 

  43. [15 08:21:25 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Recalibrating for op_283_FeatureQuantization_Global_Backward, op_282:cat is missing
    44. 

  44. [15 08:42:19 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Recalibrating for op_327_FeatureQuantization_Global_Backward, op_326:cat is missing
    45. 

  45. [15 09:12:23 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Recalibrating for op_349_FeatureQuantization_Global_Backward, op_348:cat is missing
    46. 

  46. [15 09:44:41 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Recalibrating for op_396_FeatureQuantization_Global_Backward, op_395:cat is missing
    47. 

  47. [15 10:19:43 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Recalibrating for op_418_FeatureQuantization_Global_Backward, op_417:cat is missing
    48. 

  48. [15 10:56:11 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Transforming to "transformed" finished; elapsed time: 9283.48s
    49. 

  49. [15 10:56:11 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Transforming to "posttransformed" finished; elapsed time: 0.49s
    50. 

  50. [15 10:56:11 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Transforming to "magma" finished; elapsed time: 0.21s
    51. 

  51. [15 10:56:11 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Transforming to "magma_validified" finished; elapsed time: 0.03s
    52. 

  52. [15 10:56:11 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Transforming to "lava_with_rtv" finished; elapsed time: 1.16s
    53. 

  53. [15 10:56:11 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Dynamically planning transform step to "lava" finished; elapsed time: 0.01s
    54. 

  54. [15 10:56:11 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Transforming to "lava" dynamically finished; elapsed time: 0.02s
    55. 

  55. [15 10:56:11 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Dynamically planning transform step to "lava_onnx" finished; elapsed time: 0.35s
    56. 

  56. [15 10:56:11 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Transforming to "lava_onnx" dynamically finished; elapsed time: 0.47s
    57. 

  57. [15 10:56:11 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Dynamically planning transform step to "lava_onnx_axe" finished; elapsed time: 0.06s
    58. 

  58. [15 10:56:11 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Transforming to "lava_onnx_axe" dynamically finished; elapsed time: 0.22s
    59. 

  59. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] /root/python_modules/neuwizard-latest/neuwizard/operators/lava/AX620/Conv2d.py:141: UserWarning: The given NumPy array is not writeable, and PyTorch does not support non-writeable tensors. This means you can write to the underlying (supposedly non-writeable) NumPy array using the tensor. You may want to copy the array to protect its data or make it writeable before converting it to a tensor. This type of warning will be suppressed for the rest of this program. (Triggered internally at  /pytorch/torch/csrc/utils/tensor_numpy.cpp:141.)
    60. 

  60. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] axe.Transpose torch.Size([1, 65, 80, 80]) [-1, 65, 6400]
    61. 

  61. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] axe.Transpose torch.Size([1, 65, 40, 40]) [-1, 65, 1600]
    62. 

  62. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] axe.Transpose torch.Size([1, 65, 20, 20]) [-1, 65, 400]
    63. 

  63. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] axe.Transpose torch.Size([1, 65, 80, 80]) [-1, 65, 6400]
    64. 

  64. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] axe.Transpose torch.Size([1, 65, 40, 40]) [-1, 65, 1600]
    65. 

  65. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] axe.Transpose torch.Size([1, 65, 20, 20]) [-1, 65, 400]
    66. 

  66. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] axe.Transpose torch.Size([1, 32, 80, 80]) [-1, 32, 6400]
    67. 

  67. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] axe.Transpose torch.Size([1, 32, 40, 40]) [-1, 32, 1600]
    68. 

  68. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] axe.Transpose torch.Size([1, 32, 20, 20]) [-1, 32, 400]
    69. 

  69. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] axe.Transpose torch.Size([1, 32, 80, 80]) [-1, 32, 6400]
    70. 

  70. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] axe.Transpose torch.Size([1, 32, 40, 40]) [-1, 32, 1600]
    71. 

  71. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] axe.Transpose torch.Size([1, 32, 20, 20]) [-1, 32, 400]
    72. 

  72. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Joint model dumpped as "/root/axera/axera-quan-hjj/joint/model.lava_joint"
    73. 

  73. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Dumping Joint Model finished; elapsed time: 5.84s
    74. 

  74. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Evaluation is not performed.
    75. 

  75. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Evaluating finished; elapsed time: 0.00s
    76. 

  76. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Overview Table of Bit MACs
    77. 

  77. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | Domain   | native   | pretransformed   | transformed   | posttransformed   | magma   | lava   |
    78. 

  78. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] |----------|----------|------------------|---------------|-------------------|---------|--------|
    79. 

  79. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | Bit MACs | 383G     | 368G             | 372G          | 401G              | 378G    | 389G   |
    80. 

  80. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Bit MACs measurement for each domain finished; elapsed time: 0.09s
    81. 

  81. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Overview Table of parameter size
    82. 

  82. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | Domain               | native   | pretransformed   | transformed   | posttransformed   | magma   | lava   |
    83. 

  83. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] |----------------------|----------|------------------|---------------|-------------------|---------|--------|
    84. 

  84. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | Parameter Size(bits) | 104M     | 106M             | 107M          | 112M              | 112M    | 140M   |
    85. 

  85. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Float Parameter size measurement for each domain finished; elapsed time: 0.25s
    86. 

  86. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Overview Table of parameter size
    87. 

  87. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | Domain               | native   | pretransformed   | transformed   | posttransformed   | magma   | lava   |
    88. 

  88. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] |----------------------|----------|------------------|---------------|-------------------|---------|--------|
    89. 

  89. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | Parameter Size(bits) | 26M      | 26M              | 27M           | 28M               | 27M     | 29M    |
    90. 

  90. [15 10:56:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Quantized Parameter size measurement for each domain finished; elapsed time: 0.24s
    91. 

  91. [15 10:56:22 <frozen super_pulsar.toolchain_wrappers.wrapper_toolchain>:535] DBG working in "/root/tmpr6wfr1xx"
    92. 

  92. [15 10:56:22 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:227] python3 pulsar.py gen /root/tmpr6wfr1xx/part_0.lava/part_0.lava env/ax620a_virtual_111_config.ini -b 1 -pe 16 --times_thres 0 --job_stealing 3 --checkall --param_compress --continuous_input --no_sim --hyper_params  run_cf.wait_mode=True
    93. 

  93. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    94. 

  94. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] inference_report.log:
    95. 

  95. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    96. 

  96. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] |:-------------------------|:-----------------------------|:-------------|:-------------------|
    97. 

  97. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    98. 

  98. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] |:----------------|-------------:|---------------:|
    99. 

  99. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    100. 

  100. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] |:---------------|:-----------------|:--------------|:--------------|:------------|:--------------|:----------------|:-------------------|:----------------|
    101. 

  101. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    102. 

  102. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] |:-----------------------|:------------------|:------------------|:------------------|:--------------------|
    103. 

  103. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    104. 

  104. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] |:-----------------------|:-----------------|:--------------------|:--------------------|:--------------------|:------------------|:-----------------|:--------------|:-------------|
    105. 

  105. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    106. 

  106. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] profile stream EU: ld/st_ratio might include ringbuf/linebuf/feature_swap parts; mv_ratio migth have ringbuf part.
    107. 

  107. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    108. 

  108. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] |:--------------------|-----------:|:---------------|:-----------------|:---------------|:----------------------|:---------------|
    109. 

  109. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    110. 

  110. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] |:---------------------------------------------|:----------------|:-----------------------|
    111. 

  111. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    112. 

  112. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] |:-----------|-----------:|----------:|:--------|-------:|----------:|
    113. 

  113. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    114. 

  114. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] inference: 21.2 ms, 47.14 fps
    115. 

  115. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] qps = fps * batch_size = 47.14
    116. 

  116. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    117. 

  117. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] simulated fps is based on DDR_BW: 1.59 GB/s
    118. 

  118. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    119. 

  119. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] DDR IO stats:
    120. 

  120. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] ideal_input_data_size: 4317504 Byte,
    121. 

  121. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] ideal_output_data_size: 6536000 Byte,
    122. 

  122. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] extra_mid_io_data_size: 7475200 Byte,
    123. 

  123. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] total_io_data_size: 18328704 Byte
    124. 

  124. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    125. 

  125. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] MAC per inference: 6109250560 MAC@int8
    126. 

  126. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] MAC utils: 31.25 %
    127. 

  127. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    128. 

  128. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] commit_id:
    129. 

  129. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    130. 

  130. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] |:----------------------------------------------|-----------:|:-------------|
    131. 

  131. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    132. 

  132. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] subgraph num: 6
    133. 

  133. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    134. 

  134. [15 11:00:15 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] pulsar.py totally used 232s
    135. 

  135. [15 11:00:36 <frozen super_pulsar.toolchain_wrappers.wrapper_toolchain>:582] File saved: /root/axera/axera-quan-hjj/joint/yolov8n-jump.joint
    136. 

  136. [15 11:00:36 <frozen super_pulsar.toolchain_wrappers.wrapper_toolchain>:587] DBG cleared /root/tmpr6wfr1xx
    137. 

  137. | Pre_alloc OCM            | linebuffer(may SWAP later)   | ringbuffer   | parameter          |
    138. 

  138. | size(ratio of whole OCM) | 0(0.0)%                      | 0(0.0)%      | 112128(5.3)%       |
    139. 

  139. | range                    | (None, None)                 | (None, None) | (1985024, 2097152) |
    140. 

  140. | Pre_alloc DDR   |   ringbuffer |   feature_swap |
    141. 

  141. | size(M)         |         0.00 |           0.00 |
    142. 

  142. | profile conv   | work_cyc         | linebuf       | warmup_tail   | core_idle   | io_idle       | stride2_idle    | standalone_fetch   | MAC             |
    143. 

  143. | ratio in conv  | 7776900 (100.0%) | 195139 (2.5%) | 273265 (3.5%) | 0 (0.0%)    | 225640 (2.9%) | 1489405 (19.2%) | 285 (0.0%)         | 5303168 (68.2%) |
    144. 

  144. | profile ideal DDR_IO   | min_io_sum        | min_params_read   | min_inputs_read   | min_outputs_write   |
    145. 

  145. | DDR IO size (Byte)     | 10853504 (100.0%) | 3907904 (36.0%)   | 409600 (3.8%)     | 6536000 (60.2%)     |
    146. 

  146. | profile extra DDR_IO   | extra_ddr_io     | extra_params_read   | extra_inputs_read   | extra_outputs_wrt   | extra_swap_read   | extra_swap_wrt   | ddr_rb_read   | ddr_rb_wrt   |
    147. 

  147. | DDR IO size (Byte)     | 7475200 (100.0%) | 0 (0.0%)            | 3788800 (50.7%)     | 3686400 (49.3%)     | 0 (0.0%)          | 0 (0.0%)         | 0 (0.0%)      | 0 (0.0%)     |
    148. 

  148. | profile stream EU   |   work_cyc | ld_ratio       | ld_param_ratio   | mv_ratio       | mv_linebuffer_ratio   | st_ratio       |
    149. 

  149. | teng                |   15534772 | 2125313(13.7%) | 2090049(13.5%)   | 6013711(38.7%) | 143718(0.9%)          | 5161980(33.2%) |
    150. 

  150. | breakdown of mv_ratio in profile stream EU   | teng            | all_eus with mv-cmds   |
    151. 

  151. | total_cyc_num                                | 6013711(100.0%) | 6013711(100.0%)        |
    152. 

  152. | mv,affine,unpack_lsb                         | 2325432(38.7%)  | 2325432(38.7%)         |
    153. 

  153. | weight0_mode,convNxM,mode23,nopad            | 729952(12.1%)   | 729952(12.1%)          |
    154. 

  154. | teng_binary_mul                              | 634426(10.5%)   | 634426(10.5%)          |
    155. 

  155. | mv,subtensor                                 | 427299(7.1%)    | 427299(7.1%)           |
    156. 

  156. | teng_binary_add                              | 317213(5.3%)    | 317213(5.3%)           |
    157. 

  157. | dequant                                      | 317188(5.3%)    | 317188(5.3%)           |
    158. 

  158. | mv,concat_c                                  | 296713(4.9%)    | 296713(4.9%)           |
    159. 

  159. | mv_patch                                     | 262377(4.4%)    | 262377(4.4%)           |
    160. 

  160. | weight0_mode,convNxM,mode20,nopad            | 214922(3.6%)    | 214922(3.6%)           |
    161. 

  161. | mv,depth2space                               | 211328(3.5%)    | 211328(3.5%)           |
    162. 

  162. | mv,upsample                                  | 121582(2.0%)    | 121582(2.0%)           |
    163. 

  163. | mv,padding_ch                                | 105049(1.7%)    | 105049(1.7%)           |
    164. 

  164. | const                                        | 28323(0.5%)     | 28323(0.5%)            |
    165. 

  165. | mv,padding                                   | 21678(0.4%)     | 21678(0.4%)            |
    166. 

  166. | revert_split                                 | 229(0.0%)       | 229(0.0%)              |
    167. 

  167. | EU         |   work_cyc |   tot_cyc | ratio   |    fps |   fps_bnd |
    168. 

  168. | conv-1core |    7776901 |  16969628 | 45.0%   | 47.140 |   102.870 |
    169. 

  169. | teng       |   15534772 |  16969628 | 91.0%   | 47.140 |    51.500 |
    170. 

  170. | breakdown of cmds_num for each op             |   cmds_num | percentage   |
    171. 

  171. | mv,affine,unpack_lsb                          |       1676 | 30.53%       |
    172. 

  172. | weight0_mode,mode23                           |       1310 | 23.86%       |
    173. 

  173. | weight0_mode,mode23,nopad                     |        318 | 5.79%        |
    174. 

  174. | weight0_mode,convNxM,mode23,nopad             |        296 | 5.39%        |
    175. 

  175. | pool,weight0_mode,mode20,conv_align,subtensor |        288 | 5.25%        |
    176. 

  176. | weight0_mode,mode20                           |        204 | 3.72%        |
    177. 

  177. | mv,subtensor                                  |        185 | 3.37%        |
    178. 

  178. | revert_split                                  |        170 | 3.10%        |
    179. 

  179. | weight0_mode,convNxM,mode26,nopad             |        154 | 2.81%        |
    180. 

  180. | weight0_mode,convNxM,mode20,nopad             |        144 | 2.62%        |
    181. 

  181. | const                                         |        135 | 2.46%        |
    182. 

  182. | mv,concat_c                                   |        133 | 2.42%        |
    183. 

  183. | weight0_mode,mode20,nopad                     |        120 | 2.19%        |
    184. 

  184. | pool,weight0_mode,mode20,subtensor            |         96 | 1.75%        |
    185. 

  185. | teng_binary_mul                               |         77 | 1.40%        |
    186. 

  186. | dequant                                       |         34 | 0.62%        |
    187. 

  187. | teng_binary_add                               |         34 | 0.62%        |
    188. 

  188. | mv,depth2space                                |         32 | 0.58%        |
    189. 

  189. | mv_patch                                      |         30 | 0.55%        |
    190. 

  190. | mv,upsample                                   |         27 | 0.49%        |
    191. 

  191. | yuv42xto444,yuv2bgr0                          |         11 | 0.20%        |
    192. 

  192. | mv,padding_ch                                 |         10 | 0.18%        |
    193. 

  193. | mv,padding                                    |          6 | 0.11%        |
    194. 

  194. | total_num                                     |       5490 | 100%         |
    195. 

  195. 11:00:35 [I]final_check: FINAL_CHECK: output op_1728:mul check successed!
    196. 

  196. 11:00:35 [I]final_check: FINAL_CHECK: output op_1110 check successed!
    197. 

  197. 11:00:35 [I]final_check: FINAL_CHECK: output op_1111 check successed!
    198. 

  198. 11:00:35 [I]final_check: FINAL_CHECK: output op_1112 check successed!
    199. 

  199. 11:00:35 [I]final_check: FINAL_CHECK: output op_1468 check successed!
    200. 

  200. 11:00:35 [I]final_check: FINAL_CHECK: output op_1470 check successed!
    201. 

  201. 11:00:35 [I]final_check: FINAL_CHECK: output op_1472 check successed!
    202.