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yolov8spose-exp1.log

yolov8spose-exp1.log 159 KB
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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. [28 02:25:18 <frozen super_pulsar.proto.configuration_super_pulsar_manip>:39] WRN migrate all stand-alone args into a single task
    4. 

  4. [28 02:25:18 <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/yolov8s-pose.onnx
    5. 

  5. [28 02:25:18 <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/yolov8s-pose.joint
    6. 

  6. [28 02:25:18 <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. [28 02:25:18 <frozen super_pulsar.func_wrappers.wrapper_pulsar_build>:17] planning task task_0
    10. 

  10. [28 02:25:18 <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. [28 02:25:18 <frozen super_pulsar.func_wrappers.wrapper_pulsar_build>:340] ################## Running task task_0 ##################
    12. 

  12. [28 02:25:18 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:30] python3 /root/python_modules/super_pulsar/super_pulsar/toolchain_wrappers/wrapper_neuwizard.py --config /tmp/tmpay8hvot5.prototxt
    13. 

  13. [28 02:25:19 <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. [28 02:26:04 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] ONNX Model Version 12 for "/root/axera/axera-quan-hjj/model/yolov8s-pose.onnx"
    15. 

  15. [28 02:26:04 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning load step finished; elapsed time: 0.01s
    16. 

  16. [28 02:26:04 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning transform step finished; elapsed time: 0.01s
    17. 

  17. [28 02:26:04 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning transform step finished; elapsed time: 0.00s
    18. 

  18. [28 02:26:04 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning transform step finished; elapsed time: 0.00s
    19. 

  19. [28 02:26:04 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] [WARNING] Dataset size(50) is not a multiple of batch_size(16), dataset size to 48.
    20. 

  20. [28 02:26:04 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning transform step to "native" finished; elapsed time: 0.17s
    21. 

  21. [28 02:26:04 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning transform step to "native_no_bn" finished; elapsed time: 0.00s
    22. 

  22. [28 02:26:04 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning transform step to "pretransformed" finished; elapsed time: 0.89s
    23. 

  23. [28 02:26:04 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning calibrate step finished; elapsed time: 0.00s
    24. 

  24. [28 02:26:04 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning transform step to "transformed" finished; elapsed time: 36.47s
    25. 

  25. [28 02:26:04 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning transform step to "posttransformed" finished; elapsed time: 2.87s
    26. 

  26. [28 02:26:04 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning transform step to "magma" finished; elapsed time: 0.49s
    27. 

  27. [28 02:26:04 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning transform step to "magma_validified" finished; elapsed time: 0.19s
    28. 

  28. [28 02:26:04 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning transform step to "lava_with_rtv" finished; elapsed time: 2.58s
    29. 

  29. [28 02:26:04 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning dump_joint_model step finished; elapsed time: 0.00s
    30. 

  30. [28 02:26:04 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning evaluate step finished; elapsed time: 0.00s
    31. 

  31. [28 02:26:04 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning ir_bit_macs step finished; elapsed time: 0.00s
    32. 

  32. [28 02:26:04 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning ir_bit_float_params step finished; elapsed time: 0.00s
    33. 

  33. [28 02:26:04 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Planning ir_bit_quantized_params step finished; elapsed time: 0.00s
    34. 

  34. [28 02:26:04 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Loading model finished; elapsed time: 0.00s
    35. 

  35. [28 02:26:04 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Transforming to "onnx_step_1" finished; elapsed time: 0.01s
    36. 

  36. [28 02:26:04 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Transforming to "onnx_step_2" finished; elapsed time: 0.00s
    37. 

  37. [28 02:26:04 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Transforming to "onnx" finished; elapsed time: 0.00s
    38. 

  38. [28 02:26:04 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Transforming to "native" finished; elapsed time: 0.07s
    39. 

  39. [28 02:26:04 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Transforming to "native_no_bn" finished; elapsed time: 0.00s
    40. 

  40. [28 02:26:04 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Transforming to "pretransformed" finished; elapsed time: 0.34s
    41. 

  41. [28 02:26:04 <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.)
    42. 

  42. [28 02:26:04 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] return torch._C._cuda_getDeviceCount() > 0
    43. 

  43. [28 02:26:29 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Calibrating finished; elapsed time: 24.29s
    44. 

  44. [28 02:26:29 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Recalibrating for op_695_FeatureQuantization_Global_Backward, op_694:cat is missing
    45. 

  45. [28 02:33:27 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Recalibrating for op_739_FeatureQuantization_Global_Backward, op_738:cat is missing
    46. 

  46. [28 02:40:44 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Recalibrating for op_761_FeatureQuantization_Global_Backward, op_760:cat is missing
    47. 

  47. [28 02:52:00 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Transforming to "transformed" finished; elapsed time: 1528.81s
    48. 

  48. [28 02:52:00 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Transforming to "posttransformed" finished; elapsed time: 1.22s
    49. 

  49. [28 02:52:00 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Transforming to "magma" finished; elapsed time: 0.37s
    50. 

  50. [28 02:52:00 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Transforming to "magma_validified" finished; elapsed time: 0.07s
    51. 

  51. [28 02:52:00 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Transforming to "lava_with_rtv" finished; elapsed time: 1.40s
    52. 

  52. [28 02:52:00 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Dynamically planning transform step to "lava" finished; elapsed time: 0.01s
    53. 

  53. [28 02:52:00 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Transforming to "lava" dynamically finished; elapsed time: 0.02s
    54. 

  54. [28 02:52:00 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Dynamically planning transform step to "lava_onnx" finished; elapsed time: 0.17s
    55. 

  55. [28 02:52:00 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Transforming to "lava_onnx" dynamically finished; elapsed time: 0.25s
    56. 

  56. [28 02:52:00 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Dynamically planning transform step to "lava_onnx_axe" finished; elapsed time: 0.09s
    57. 

  57. [28 02:52:00 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Transforming to "lava_onnx_axe" dynamically finished; elapsed time: 0.11s
    58. 

  58. [28 02:52:07 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Joint model dumpped as "/root/axera/axera-quan-hjj/joint/model.lava_joint"
    59. 

  59. [28 02:52:07 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Dumping Joint Model finished; elapsed time: 5.56s
    60. 

  60. [28 02:52:07 <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.)
    61. 

  61. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    62. 

  62. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | IR(onnx)                                     | IR(lava)                                     | 2-Norm Relative Error   | CdfDistance(p=1)   | Correlation   |
    63. 

  63. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +==============================================+==============================================+=========================+====================+===============+
    64. 

  64. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:0/act/Sigmoid_output_0                | /model:0/act/Sigmoid_output_0                | 0.92%                   | 2.36e-03           | 99.99%        |
    65. 

  65. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    66. 

  66. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:1/act/Sigmoid_output_0                | /model:1/act/Sigmoid_output_0                | 3.76%                   | 6.02e-03           | 99.74%        |
    67. 

  67. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    68. 

  68. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:2/cv1/act/Sigmoid_output_0            | /model:2/cv1/act/Sigmoid_output_0            | 3.41%                   | 4.47e-03           | 99.71%        |
    69. 

  69. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    70. 

  70. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:2/m:0/cv1/act/Sigmoid_output_0        | /model:2/m:0/cv1/act/Sigmoid_output_0        | 5.20%                   | 9.50e-03           | 99.39%        |
    71. 

  71. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    72. 

  72. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:2/m:0/cv2/act/Sigmoid_output_0        | /model:2/m:0/cv2/act/Sigmoid_output_0        | 6.08%                   | 5.89e-03           | 99.18%        |
    73. 

  73. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    74. 

  74. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:2/cv2/act/Sigmoid_output_0            | /model:2/cv2/act/Sigmoid_output_0            | 5.25%                   | 4.98e-03           | 99.35%        |
    75. 

  75. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    76. 

  76. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:3/act/Sigmoid_output_0                | /model:3/act/Sigmoid_output_0                | 5.59%                   | 6.13e-03           | 99.25%        |
    77. 

  77. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    78. 

  78. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:4/cv1/act/Sigmoid_output_0            | /model:4/cv1/act/Sigmoid_output_0            | 5.58%                   | 4.16e-03           | 99.05%        |
    79. 

  79. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    80. 

  80. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:4/m:0/cv1/act/Sigmoid_output_0        | /model:4/m:0/cv1/act/Sigmoid_output_0        | 8.26%                   | 9.77e-03           | 98.92%        |
    81. 

  81. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    82. 

  82. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:4/m:0/cv2/act/Sigmoid_output_0        | /model:4/m:0/cv2/act/Sigmoid_output_0        | 5.21%                   | 8.20e-03           | 99.00%        |
    83. 

  83. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    84. 

  84. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:4/m:1/cv1/act/Sigmoid_output_0        | /model:4/m:1/cv1/act/Sigmoid_output_0        | 8.00%                   | 6.25e-03           | 98.99%        |
    85. 

  85. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    86. 

  86. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:4/m:1/cv2/act/Sigmoid_output_0        | /model:4/m:1/cv2/act/Sigmoid_output_0        | 7.22%                   | 1.40e-02           | 98.64%        |
    87. 

  87. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    88. 

  88. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:4/cv2/act/Sigmoid_output_0            | /model:4/cv2/act/Sigmoid_output_0            | 8.86%                   | 2.09e-02           | 98.67%        |
    89. 

  89. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    90. 

  90. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:5/act/Sigmoid_output_0                | /model:5/act/Sigmoid_output_0                | 10.36%                  | 9.16e-03           | 97.77%        |
    91. 

  91. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    92. 

  92. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:6/cv1/act/Sigmoid_output_0            | /model:6/cv1/act/Sigmoid_output_0            | 9.45%                   | 7.89e-03           | 97.59%        |
    93. 

  93. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    94. 

  94. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:6/m:0/cv1/act/Sigmoid_output_0        | /model:6/m:0/cv1/act/Sigmoid_output_0        | 13.73%                  | 3.04e-02           | 98.23%        |
    95. 

  95. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    96. 

  96. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:6/m:0/cv2/act/Sigmoid_output_0        | /model:6/m:0/cv2/act/Sigmoid_output_0        | 10.33%                  | 2.15e-02           | 97.62%        |
    97. 

  97. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    98. 

  98. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:6/m:1/cv1/act/Sigmoid_output_0        | /model:6/m:1/cv1/act/Sigmoid_output_0        | 14.52%                  | 1.72e-02           | 97.52%        |
    99. 

  99. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    100. 

  100. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:6/m:1/cv2/act/Sigmoid_output_0        | /model:6/m:1/cv2/act/Sigmoid_output_0        | 13.49%                  | 2.76e-02           | 95.86%        |
    101. 

  101. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    102. 

  102. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:6/cv2/act/Sigmoid_output_0            | /model:6/cv2/act/Sigmoid_output_0            | 12.54%                  | 9.39e-03           | 97.03%        |
    103. 

  103. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    104. 

  104. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:7/act/Sigmoid_output_0                | /model:7/act/Sigmoid_output_0                | 13.88%                  | 2.50e-02           | 96.69%        |
    105. 

  105. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    106. 

  106. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:8/cv1/act/Sigmoid_output_0            | /model:8/cv1/act/Sigmoid_output_0            | 12.16%                  | 2.10e-02           | 96.92%        |
    107. 

  107. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    108. 

  108. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:8/m:0/cv1/act/Sigmoid_output_0        | /model:8/m:0/cv1/act/Sigmoid_output_0        | 15.97%                  | 1.54e-02           | 95.70%        |
    109. 

  109. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    110. 

  110. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:8/m:0/cv2/act/Sigmoid_output_0        | /model:8/m:0/cv2/act/Sigmoid_output_0        | 16.01%                  | 1.99e-02           | 95.49%        |
    111. 

  111. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    112. 

  112. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:8/cv2/act/Sigmoid_output_0            | /model:8/cv2/act/Sigmoid_output_0            | 17.18%                  | 5.12e-02           | 95.28%        |
    113. 

  113. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    114. 

  114. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:9/cv1/act/Sigmoid_output_0            | /model:9/cv1/act/Sigmoid_output_0            | 14.61%                  | 5.29e-02           | 94.43%        |
    115. 

  115. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    116. 

  116. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:9/cv2/act/Sigmoid_output_0            | /model:9/cv2/act/Sigmoid_output_0            | 16.63%                  | 6.69e-03           | 96.10%        |
    117. 

  117. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    118. 

  118. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:12/cv1/act/Sigmoid_output_0           | /model:12/cv1/act/Sigmoid_output_0           | 15.08%                  | 6.89e-03           | 96.39%        |
    119. 

  119. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    120. 

  120. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:12/m:0/cv1/act/Sigmoid_output_0       | /model:12/m:0/cv1/act/Sigmoid_output_0       | 14.32%                  | 6.36e-03           | 96.70%        |
    121. 

  121. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    122. 

  122. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:12/m:0/cv2/act/Sigmoid_output_0       | /model:12/m:0/cv2/act/Sigmoid_output_0       | 14.45%                  | 1.61e-02           | 95.53%        |
    123. 

  123. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    124. 

  124. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:12/cv2/act/Sigmoid_output_0           | /model:12/cv2/act/Sigmoid_output_0           | 14.54%                  | 8.06e-03           | 95.60%        |
    125. 

  125. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    126. 

  126. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:15/cv1/act/Sigmoid_output_0           | /model:15/cv1/act/Sigmoid_output_0           | 10.62%                  | 3.78e-03           | 97.21%        |
    127. 

  127. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    128. 

  128. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:15/m:0/cv1/act/Sigmoid_output_0       | /model:15/m:0/cv1/act/Sigmoid_output_0       | 13.29%                  | 9.98e-03           | 96.52%        |
    129. 

  129. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    130. 

  130. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:15/m:0/cv2/act/Sigmoid_output_0       | /model:15/m:0/cv2/act/Sigmoid_output_0       | 11.91%                  | 4.68e-03           | 95.45%        |
    131. 

  131. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    132. 

  132. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:15/cv2/act/Sigmoid_output_0           | /model:15/cv2/act/Sigmoid_output_0           | 13.86%                  | 3.75e-03           | 95.71%        |
    133. 

  133. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    134. 

  134. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:16/act/Sigmoid_output_0               | /model:16/act/Sigmoid_output_0               | 17.20%                  | 1.33e-02           | 92.85%        |
    135. 

  135. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    136. 

  136. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:18/cv1/act/Sigmoid_output_0           | /model:18/cv1/act/Sigmoid_output_0           | 16.94%                  | 1.34e-02           | 93.88%        |
    137. 

  137. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    138. 

  138. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:18/m:0/cv1/act/Sigmoid_output_0       | /model:18/m:0/cv1/act/Sigmoid_output_0       | 18.52%                  | 2.35e-02           | 93.41%        |
    139. 

  139. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    140. 

  140. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:18/m:0/cv2/act/Sigmoid_output_0       | /model:18/m:0/cv2/act/Sigmoid_output_0       | 19.19%                  | 1.32e-02           | 91.86%        |
    141. 

  141. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    142. 

  142. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:18/cv2/act/Sigmoid_output_0           | /model:18/cv2/act/Sigmoid_output_0           | 20.18%                  | 9.65e-03           | 91.86%        |
    143. 

  143. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    144. 

  144. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:19/act/Sigmoid_output_0               | /model:19/act/Sigmoid_output_0               | 20.62%                  | 7.01e-03           | 90.96%        |
    145. 

  145. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    146. 

  146. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:21/cv1/act/Sigmoid_output_0           | /model:21/cv1/act/Sigmoid_output_0           | 16.50%                  | 1.13e-02           | 94.26%        |
    147. 

  147. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    148. 

  148. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:21/m:0/cv1/act/Sigmoid_output_0       | /model:21/m:0/cv1/act/Sigmoid_output_0       | 18.18%                  | 7.97e-03           | 94.24%        |
    149. 

  149. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    150. 

  150. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:21/m:0/cv2/act/Sigmoid_output_0       | /model:21/m:0/cv2/act/Sigmoid_output_0       | 19.62%                  | 2.21e-02           | 93.69%        |
    151. 

  151. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    152. 

  152. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:21/cv2/act/Sigmoid_output_0           | /model:21/cv2/act/Sigmoid_output_0           | 17.84%                  | 5.87e-03           | 93.91%        |
    153. 

  153. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    154. 

  154. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv4:0/cv4:0:0/act/Sigmoid_output_0 | /model:22/cv4:0/cv4:0:0/act/Sigmoid_output_0 | 15.24%                  | 1.30e-02           | 92.98%        |
    155. 

  155. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    156. 

  156. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv4:0/cv4:0:1/act/Sigmoid_output_0 | /model:22/cv4:0/cv4:0:1/act/Sigmoid_output_0 | 16.02%                  | 3.36e-02           | 92.29%        |
    157. 

  157. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    158. 

  158. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv4:1/cv4:1:0/act/Sigmoid_output_0 | /model:22/cv4:1/cv4:1:0/act/Sigmoid_output_0 | 12.92%                  | 1.05e-02           | 93.03%        |
    159. 

  159. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    160. 

  160. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv4:1/cv4:1:1/act/Sigmoid_output_0 | /model:22/cv4:1/cv4:1:1/act/Sigmoid_output_0 | 12.91%                  | 7.59e-03           | 91.63%        |
    161. 

  161. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    162. 

  162. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv4:2/cv4:2:0/act/Sigmoid_output_0 | /model:22/cv4:2/cv4:2:0/act/Sigmoid_output_0 | 8.70%                   | 1.20e-02           | 96.46%        |
    163. 

  163. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    164. 

  164. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv4:2/cv4:2:1/act/Sigmoid_output_0 | /model:22/cv4:2/cv4:2:1/act/Sigmoid_output_0 | 9.39%                   | 4.58e-03           | 94.86%        |
    165. 

  165. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    166. 

  166. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv2:0/cv2:0:0/act/Sigmoid_output_0 | /model:22/cv2:0/cv2:0:0/act/Sigmoid_output_0 | 14.41%                  | 1.61e-02           | 94.11%        |
    167. 

  167. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    168. 

  168. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv2:0/cv2:0:1/act/Sigmoid_output_0 | /model:22/cv2:0/cv2:0:1/act/Sigmoid_output_0 | 23.97%                  | 6.40e-02           | 90.07%        |
    169. 

  169. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    170. 

  170. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv3:0/cv3:0:0/act/Sigmoid_output_0 | /model:22/cv3:0/cv3:0:0/act/Sigmoid_output_0 | 15.20%                  | 1.71e-02           | 92.67%        |
    171. 

  171. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    172. 

  172. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv3:0/cv3:0:1/act/Sigmoid_output_0 | /model:22/cv3:0/cv3:0:1/act/Sigmoid_output_0 | 16.63%                  | 2.15e-02           | 90.07%        |
    173. 

  173. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    174. 

  174. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv2:1/cv2:1:0/act/Sigmoid_output_0 | /model:22/cv2:1/cv2:1:0/act/Sigmoid_output_0 | 17.48%                  | 1.23e-02           | 91.95%        |
    175. 

  175. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    176. 

  176. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv2:1/cv2:1:1/act/Sigmoid_output_0 | /model:22/cv2:1/cv2:1:1/act/Sigmoid_output_0 | 22.79%                  | 3.74e-02           | 88.98%        |
    177. 

  177. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    178. 

  178. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv3:1/cv3:1:0/act/Sigmoid_output_0 | /model:22/cv3:1/cv3:1:0/act/Sigmoid_output_0 | 19.79%                  | 1.87e-02           | 90.60%        |
    179. 

  179. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    180. 

  180. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv3:1/cv3:1:1/act/Sigmoid_output_0 | /model:22/cv3:1/cv3:1:1/act/Sigmoid_output_0 | 18.69%                  | 1.73e-02           | 88.77%        |
    181. 

  181. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    182. 

  182. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv2:2/cv2:2:0/act/Sigmoid_output_0 | /model:22/cv2:2/cv2:2:0/act/Sigmoid_output_0 | 14.87%                  | 1.15e-02           | 94.92%        |
    183. 

  183. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    184. 

  184. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv2:2/cv2:2:1/act/Sigmoid_output_0 | /model:22/cv2:2/cv2:2:1/act/Sigmoid_output_0 | 19.93%                  | 4.26e-02           | 92.99%        |
    185. 

  185. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    186. 

  186. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv3:2/cv3:2:0/act/Sigmoid_output_0 | /model:22/cv3:2/cv3:2:0/act/Sigmoid_output_0 | 17.65%                  | 2.25e-02           | 93.46%        |
    187. 

  187. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    188. 

  188. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv3:2/cv3:2:1/act/Sigmoid_output_0 | /model:22/cv3:2/cv3:2:1/act/Sigmoid_output_0 | 16.77%                  | 1.59e-02           | 92.42%        |
    189. 

  189. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    190. 

  190. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | images                                       | op_658:slope                                 | 0.00%                   | 0.00e+00           | 100.00%       |
    191. 

  191. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    192. 

  192. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | user_0:affine                                | op_179:revchn                                | 0.12%                   | 9.75e-05           | 100.00%       |
    193. 

  193. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    194. 

  194. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | user_2:csc_NV12_to_BGR0                      | op_659:gs                                    | 0.12%                   | 1.87e-02           | 100.00%       |
    195. 

  195. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    196. 

  196. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | user_2:csc_BGR0_to_BGR                       | op_660:affine                                | 0.12%                   | 2.49e-02           | 100.00%       |
    197. 

  197. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    198. 

  198. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | user_2:csc_BGR_to_RGB                        | op_177:revchn                                | 0.12%                   | 2.49e-02           | 100.00%       |
    199. 

  199. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    200. 

  200. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | user_3:permute                               | user_3:permute                               | 0.00%                   | 0.00e+00           | 100.00%       |
    201. 

  201. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    202. 

  202. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | user_5:permute                               | op_3592:implicit_transpose                   | 11.61%                  | 4.59e-02           | 99.27%        |
    203. 

  203. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    204. 

  204. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | user_6:permute                               | op_3595:implicit_transpose                   | 21.63%                  | 4.27e-02           | 97.56%        |
    205. 

  205. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    206. 

  206. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | user_7:permute                               | op_3593:implicit_transpose                   | 18.29%                  | 8.90e-02           | 98.11%        |
    207. 

  207. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    208. 

  208. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | user_8:permute                               | op_3596:implicit_transpose                   | 25.75%                  | 3.68e-02           | 96.55%        |
    209. 

  209. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    210. 

  210. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | user_9:permute                               | op_3594:implicit_transpose                   | 15.93%                  | 6.82e-02           | 98.48%        |
    211. 

  211. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    212. 

  212. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | user_10:permute                              | op_3597:implicit_transpose                   | 20.87%                  | 5.59e-02           | 97.69%        |
    213. 

  213. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    214. 

  214. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:12/Split_output_0                     | op_1260:affine                               | 34.20%                  | 2.02e-02           | 94.15%        |
    215. 

  215. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    216. 

  216. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:12/Split_output_1                     | op_1261:affine                               | 25.62%                  | 1.76e-02           | 96.76%        |
    217. 

  217. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    218. 

  218. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:15/Split_output_0                     | op_1295:affine                               | 32.27%                  | 2.28e-02           | 95.03%        |
    219. 

  219. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    220. 

  220. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:15/Split_output_1                     | op_1296:affine                               | 19.71%                  | 2.30e-02           | 98.02%        |
    221. 

  221. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    222. 

  222. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:18/Split_output_0                     | op_1357:affine                               | 43.47%                  | 2.62e-02           | 91.07%        |
    223. 

  223. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    224. 

  224. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:18/Split_output_1                     | op_1358:affine                               | 35.24%                  | 2.91e-02           | 94.08%        |
    225. 

  225. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    226. 

  226. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:2/Split_output_0                      | op_673:affine                                | 6.64%                   | 3.43e-02           | 99.71%        |
    227. 

  227. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    228. 

  228. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:2/Split_output_1                      | op_674:affine                                | 7.58%                   | 3.12e-02           | 99.54%        |
    229. 

  229. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    230. 

  230. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:21/Split_output_0                     | op_1552:affine                               | 38.18%                  | 1.60e-02           | 92.68%        |
    231. 

  231. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    232. 

  232. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:21/Split_output_1                     | op_1553:affine                               | 35.65%                  | 1.59e-02           | 93.40%        |
    233. 

  233. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    234. 

  234. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:4/Split_output_0                      | op_718:affine                                | 16.46%                  | 2.36e-02           | 98.65%        |
    235. 

  235. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    236. 

  236. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:4/Split_output_1                      | op_717:affine                                | 11.49%                  | 2.17e-02           | 99.21%        |
    237. 

  237. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    238. 

  238. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:6/Split_output_0                      | op_786:affine                                | 25.69%                  | 2.92e-02           | 96.51%        |
    239. 

  239. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    240. 

  240. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:6/Split_output_1                      | op_787:affine                                | 17.92%                  | 2.58e-02           | 98.39%        |
    241. 

  241. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    242. 

  242. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:8/Split_output_0                      | op_1006:affine                               | 29.05%                  | 4.47e-02           | 96.17%        |
    243. 

  243. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    244. 

  244. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:8/Split_output_1                      | op_1007:affine                               | 27.41%                  | 3.60e-02           | 96.04%        |
    245. 

  245. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    246. 

  246. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:10/Resize_output_0                    | op_1249:affine                               | 35.78%                  | 2.41e-02           | 94.27%        |
    247. 

  247. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    248. 

  248. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:13/Resize_output_0                    | op_1284:affine                               | 33.57%                  | 1.81e-02           | 94.46%        |
    249. 

  249. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    250. 

  250. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:0/conv/Conv_output_0                  | op_662:affine                                | 1.29%                   | 2.45e-02           | 99.99%        |
    251. 

  251. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    252. 

  252. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:1/conv/Conv_output_0                  | op_666:affine                                | 5.18%                   | 5.13e-02           | 99.88%        |
    253. 

  253. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    254. 

  254. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:12/cv1/conv/Conv_output_0             | op_1255:affine                               | 23.00%                  | 5.68e-02           | 96.60%        |
    255. 

  255. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    256. 

  256. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:12/cv2/conv/Conv_output_0             | op_1278:affine                               | 23.61%                  | 4.48e-02           | 96.07%        |
    257. 

  257. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    258. 

  258. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:12/m:0/cv1/conv/Conv_output_0         | op_1269:affine                               | 20.69%                  | 4.29e-02           | 96.81%        |
    259. 

  259. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    260. 

  260. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:12/m:0/cv2/conv/Conv_output_0         | op_1273:affine                               | 28.97%                  | 1.03e-01           | 96.14%        |
    261. 

  261. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    262. 

  262. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:15/cv1/conv/Conv_output_0             | op_1290:affine                               | 21.82%                  | 1.99e-02           | 97.37%        |
    263. 

  263. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    264. 

  264. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:15/cv2/conv/Conv_output_0             | op_1313:affine                               | 26.41%                  | 2.39e-02           | 95.67%        |
    265. 

  265. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    266. 

  266. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:15/m:0/cv1/conv/Conv_output_0         | op_1304:affine                               | 21.36%                  | 6.65e-02           | 96.70%        |
    267. 

  267. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    268. 

  268. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:15/m:0/cv2/conv/Conv_output_0         | op_1308:affine                               | 29.58%                  | 2.80e-02           | 95.56%        |
    269. 

  269. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    270. 

  270. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:16/conv/Conv_output_0                 | op_1323:affine                               | 35.24%                  | 6.62e-02           | 93.22%        |
    271. 

  271. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    272. 

  272. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:18/cv1/conv/Conv_output_0             | op_1343:affine                               | 31.44%                  | 8.59e-02           | 94.29%        |
    273. 

  273. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    274. 

  274. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:18/cv2/conv/Conv_output_0             | op_1378:affine                               | 36.53%                  | 6.12e-02           | 92.00%        |
    275. 

  275. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    276. 

  276. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:18/m:0/cv1/conv/Conv_output_0         | op_1369:affine                               | 34.55%                  | 1.50e-01           | 93.59%        |
    277. 

  277. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    278. 

  278. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:18/m:0/cv2/conv/Conv_output_0         | op_1373:affine                               | 38.57%                  | 7.61e-02           | 92.11%        |
    279. 

  279. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    280. 

  280. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:19/conv/Conv_output_0                 | op_374                                       | 36.72%                  | 4.47e-02           | 92.04%        |
    281. 

  281. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    282. 

  282. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:2/cv1/conv/Conv_output_0              | op_670:affine                                | 5.93%                   | 3.30e-02           | 99.83%        |
    283. 

  283. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    284. 

  284. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:2/cv2/conv/Conv_output_0              | op_703:affine                                | 10.29%                  | 3.63e-02           | 99.52%        |
    285. 

  285. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    286. 

  286. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:2/m:0/cv1/conv/Conv_output_0          | op_684:affine                                | 9.59%                   | 7.09e-02           | 99.60%        |
    287. 

  287. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    288. 

  288. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:2/m:0/cv2/conv/Conv_output_0          | op_688:affine                                | 10.75%                  | 7.69e-02           | 99.45%        |
    289. 

  289. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    290. 

  290. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:21/cv1/conv/Conv_output_0             | op_1536:affine                               | 28.22%                  | 7.28e-02           | 94.91%        |
    291. 

  291. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    292. 

  292. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:21/cv2/conv/Conv_output_0             | op_1689:affine                               | 28.32%                  | 3.92e-02           | 94.92%        |
    293. 

  293. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    294. 

  294. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:21/m:0/cv1/conv/Conv_output_0         | op_375                                       | 24.54%                  | 5.40e-02           | 95.18%        |
    295. 

  295. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    296. 

  296. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:21/m:0/cv2/conv/Conv_output_0         | op_376                                       | 31.13%                  | 1.41e-01           | 94.72%        |
    297. 

  297. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    298. 

  298. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv2:0/cv2:0:0/conv/Conv_output_0   | op_1324:affine                               | 31.85%                  | 7.70e-02           | 94.44%        |
    299. 

  299. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    300. 

  300. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv2:0/cv2:0:1/conv/Conv_output_0   | op_1340:affine                               | 42.21%                  | 3.76e-01           | 93.24%        |
    301. 

  301. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    302. 

  302. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv2:0/cv2:0:2/Conv_output_0        | op_3133                                      | 14.37%                  | 3.59e-02           | 98.27%        |
    303. 

  303. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    304. 

  304. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv2:1/cv2:1:0/conv/Conv_output_0   | op_1488:affine                               | 37.18%                  | 6.88e-02           | 92.72%        |
    305. 

  305. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    306. 

  306. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv2:1/cv2:1:1/conv/Conv_output_0   | op_1533:affine                               | 37.51%                  | 2.36e-01           | 92.86%        |
    307. 

  307. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    308. 

  308. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv2:1/cv2:1:2/Conv_output_0        | op_3134                                      | 21.63%                  | 8.52e-02           | 96.91%        |
    309. 

  309. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    310. 

  310. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv2:2/cv2:2:0/conv/Conv_output_0   | op_1871:affine                               | 28.32%                  | 6.89e-02           | 95.68%        |
    311. 

  311. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    312. 

  312. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv2:2/cv2:2:1/conv/Conv_output_0   | op_1895:affine                               | 25.42%                  | 2.91e-01           | 96.81%        |
    313. 

  313. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    314. 

  314. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv2:2/cv2:2:2/Conv_output_0        | op_3135                                      | 14.95%                  | 6.45e-02           | 98.50%        |
    315. 

  315. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    316. 

  316. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv3:0/cv3:0:0/conv/Conv_output_0   | op_1325:affine                               | 37.30%                  | 7.99e-02           | 92.97%        |
    317. 

  317. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    318. 

  318. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv3:0/cv3:0:1/conv/Conv_output_0   | op_1341:affine                               | 46.16%                  | 1.15e-01           | 90.19%        |
    319. 

  319. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    320. 

  320. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv3:0/cv3:0:2/Conv_output_0        | op_3237                                      | 8.32%                   | 6.89e-01           | 87.58%        |
    321. 

  321. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    322. 

  322. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv3:1/cv3:1:0/conv/Conv_output_0   | op_358:cat                                   | 38.92%                  | 1.00e-01           | 91.57%        |
    323. 

  323. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    324. 

  324. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv3:1/cv3:1:1/conv/Conv_output_0   | op_1534:affine                               | 46.24%                  | 8.75e-02           | 89.02%        |
    325. 

  325. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    326. 

  326. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv3:1/cv3:1:2/Conv_output_0        | op_3239                                      | 12.15%                  | 3.32e-01           | 83.23%        |
    327. 

  327. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    328. 

  328. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv3:2/cv3:2:0/conv/Conv_output_0   | op_359:cat                                   | 30.28%                  | 1.25e-01           | 94.55%        |
    329. 

  329. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    330. 

  330. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv3:2/cv3:2:1/conv/Conv_output_0   | op_1896:affine                               | 37.01%                  | 9.19e-02           | 92.64%        |
    331. 

  331. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    332. 

  332. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv3:2/cv3:2:2/Conv_output_0        | op_3241                                      | 17.96%                  | 3.53e-01           | 89.76%        |
    333. 

  333. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    334. 

  334. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv4:0/cv4:0:0/conv/Conv_output_0   | op_1326:affine                               | 36.69%                  | 8.17e-02           | 93.22%        |
    335. 

  335. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    336. 

  336. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv4:0/cv4:0:1/conv/Conv_output_0   | op_1342:affine                               | 37.03%                  | 1.84e-01           | 93.29%        |
    337. 

  337. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    338. 

  338. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv4:1/cv4:1:0/conv/Conv_output_0   | op_1489:affine                               | 34.14%                  | 6.17e-02           | 92.79%        |
    339. 

  339. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    340. 

  340. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv4:1/cv4:1:1/conv/Conv_output_0   | op_1535:affine                               | 30.43%                  | 4.69e-02           | 93.22%        |
    341. 

  341. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    342. 

  342. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv4:2/cv4:2:0/conv/Conv_output_0   | op_1872:affine                               | 20.79%                  | 7.28e-02           | 96.43%        |
    343. 

  343. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    344. 

  344. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv4:2/cv4:2:1/conv/Conv_output_0   | op_1897:affine                               | 22.76%                  | 3.44e-02           | 95.85%        |
    345. 

  345. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    346. 

  346. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:3/conv/Conv_output_0                  | op_710:affine                                | 11.46%                  | 3.04e-02           | 99.23%        |
    347. 

  347. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    348. 

  348. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:4/cv1/conv/Conv_output_0              | op_714:affine                                | 14.34%                  | 3.00e-02           | 99.08%        |
    349. 

  349. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    350. 

  350. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:4/cv2/conv/Conv_output_0              | op_769:affine                                | 17.37%                  | 1.16e-01           | 98.78%        |
    351. 

  351. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    352. 

  352. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:4/m:0/cv1/conv/Conv_output_0          | op_728:affine                                | 10.85%                  | 5.41e-02           | 99.03%        |
    353. 

  353. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    354. 

  354. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:4/m:0/cv2/conv/Conv_output_0          | op_732:affine                                | 14.89%                  | 4.15e-02           | 99.06%        |
    355. 

  355. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    356. 

  356. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:4/m:1/cv1/conv/Conv_output_0          | op_750:affine                                | 9.10%                   | 4.10e-02           | 98.97%        |
    357. 

  357. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    358. 

  358. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:4/m:1/cv2/conv/Conv_output_0          | op_754:affine                                | 16.84%                  | 7.56e-02           | 98.78%        |
    359. 

  359. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    360. 

  360. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:5/conv/Conv_output_0                  | op_779:affine                                | 17.73%                  | 5.26e-02           | 97.81%        |
    361. 

  361. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    362. 

  362. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:6/cv1/conv/Conv_output_0              | op_783:affine                                | 21.39%                  | 3.96e-02           | 97.75%        |
    363. 

  363. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    364. 

  364. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:6/cv2/conv/Conv_output_0              | op_880:affine                                | 19.16%                  | 7.22e-02           | 97.28%        |
    365. 

  365. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    366. 

  366. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:6/m:0/cv1/conv/Conv_output_0          | op_803:affine                                | 17.62%                  | 1.98e-01           | 98.45%        |
    367. 

  367. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    368. 

  368. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:6/m:0/cv2/conv/Conv_output_0          | op_807:affine                                | 23.24%                  | 1.28e-01           | 97.85%        |
    369. 

  369. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    370. 

  370. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:6/m:1/cv1/conv/Conv_output_0          | op_843:affine                                | 15.08%                  | 1.17e-01           | 97.43%        |
    371. 

  371. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    372. 

  372. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:6/m:1/cv2/conv/Conv_output_0          | op_849:affine                                | 29.19%                  | 1.98e-01           | 96.71%        |
    373. 

  373. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    374. 

  374. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:7/conv/Conv_output_0                  | op_379                                       | 23.41%                  | 1.51e-01           | 97.16%        |
    375. 

  375. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    376. 

  376. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:8/cv1/conv/Conv_output_0              | op_1003:affine                               | 23.48%                  | 1.15e-01           | 97.06%        |
    377. 

  377. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    378. 

  378. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:8/cv2/conv/Conv_output_0              | op_1200:affine                               | 33.99%                  | 2.70e-01           | 96.12%        |
    379. 

  379. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    380. 

  380. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:8/m:0/cv1/conv/Conv_output_0          | op_377                                       | 22.96%                  | 1.12e-01           | 96.30%        |
    381. 

  381. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    382. 

  382. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:8/m:0/cv2/conv/Conv_output_0          | op_378                                       | 26.37%                  | 1.62e-01           | 96.53%        |
    383. 

  383. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    384. 

  384. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:9/cv1/conv/Conv_output_0              | op_1210:affine                               | 39.00%                  | 2.50e-01           | 94.97%        |
    385. 

  385. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    386. 

  386. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:9/cv2/conv/Conv_output_0              | op_1242:affine                               | 19.47%                  | 4.98e-02           | 96.55%        |
    387. 

  387. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    388. 

  388. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | output2                                      | op_3238                                      | 21.63%                  | 4.27e-02           | 97.56%        |
    389. 

  389. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    390. 

  390. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | output4                                      | op_3240                                      | 25.75%                  | 3.68e-02           | 96.55%        |
    391. 

  391. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    392. 

  392. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | output6                                      | op_3242                                      | 20.87%                  | 5.59e-02           | 97.69%        |
    393. 

  393. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    394. 

  394. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:0/act/Mul_output_0                    | op_663:slope2                                | 3.78%                   | 5.76e-02           | 99.93%        |
    395. 

  395. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    396. 

  396. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:1/act/Mul_output_0                    | op_667:slope2                                | 7.10%                   | 9.16e-02           | 99.72%        |
    397. 

  397. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    398. 

  398. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:12/cv1/act/Mul_output_0               | op_1258:slope2                               | 30.55%                  | 1.74e-02           | 95.36%        |
    399. 

  399. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    400. 

  400. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:12/cv2/act/Mul_output_0               | op_1282:slope2                               | 33.57%                  | 1.81e-02           | 94.46%        |
    401. 

  401. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    402. 

  402. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:12/m:0/cv1/act/Mul_output_0           | op_1270:slope2                               | 29.45%                  | 2.10e-02           | 95.89%        |
    403. 

  403. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    404. 

  404. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:12/m:0/cv2/act/Mul_output_0           | op_1274:slope2                               | 30.59%                  | 3.51e-02           | 95.10%        |
    405. 

  405. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    406. 

  406. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:15/cv1/act/Mul_output_0               | op_1293:slope2                               | 25.37%                  | 2.26e-02           | 96.80%        |
    407. 

  407. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    408. 

  408. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:15/cv2/act/Mul_output_0               | op_1317:slope2                               | 29.86%                  | 2.02e-02           | 95.59%        |
    409. 

  409. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    410. 

  410. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:15/m:0/cv1/act/Mul_output_0           | op_1305:slope2                               | 31.35%                  | 1.46e-02           | 94.84%        |
    411. 

  411. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    412. 

  412. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:15/m:0/cv2/act/Mul_output_0           | op_1309:slope2                               | 28.36%                  | 1.89e-02           | 95.06%        |
    413. 

  413. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    414. 

  414. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:16/act/Mul_output_0                   | op_1330:slope2                               | 44.88%                  | 4.21e-02           | 90.89%        |
    415. 

  415. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    416. 

  416. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:18/cv1/act/Mul_output_0               | op_1346:slope2                               | 39.04%                  | 2.75e-02           | 92.79%        |
    417. 

  417. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    418. 

  418. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:18/cv2/act/Mul_output_0               | op_1382:slope2                               | 44.05%                  | 1.89e-02           | 90.35%        |
    419. 

  419. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    420. 

  420. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:18/m:0/cv1/act/Mul_output_0           | op_1370:slope2                               | 40.81%                  | 2.52e-02           | 91.64%        |
    421. 

  421. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    422. 

  422. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:18/m:0/cv2/act/Mul_output_0           | op_1374:slope2                               | 42.14%                  | 2.53e-02           | 90.18%        |
    423. 

  423. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    424. 

  424. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:19/act/Mul_output_0                   | op_1512:slope2                               | 42.54%                  | 2.11e-02           | 90.65%        |
    425. 

  425. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    426. 

  426. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:2/cv1/act/Mul_output_0                | op_671:slope2                                | 6.99%                   | 3.17e-02           | 99.66%        |
    427. 

  427. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    428. 

  428. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:2/cv2/act/Mul_output_0                | op_707:slope2                                | 13.26%                  | 1.50e-02           | 99.04%        |
    429. 

  429. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    430. 

  430. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:2/m:0/cv1/act/Mul_output_0            | op_685:slope2                                | 10.27%                  | 5.55e-02           | 99.44%        |
    431. 

  431. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    432. 

  432. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:2/m:0/cv2/act/Mul_output_0            | op_689:slope2                                | 10.94%                  | 6.54e-02           | 99.22%        |
    433. 

  433. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    434. 

  434. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:21/cv1/act/Mul_output_0               | op_1539:slope2                               | 36.92%                  | 1.53e-02           | 93.05%        |
    435. 

  435. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    436. 

  436. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:21/cv2/act/Mul_output_0               | op_1693:slope2                               | 37.59%                  | 4.12e-02           | 92.49%        |
    437. 

  437. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    438. 

  438. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:21/m:0/cv1/act/Mul_output_0           | op_1617:slope2                               | 38.65%                  | 2.45e-02           | 92.38%        |
    439. 

  439. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    440. 

  440. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:21/m:0/cv2/act/Mul_output_0           | op_1680:slope2                               | 34.71%                  | 3.33e-02           | 93.20%        |
    441. 

  441. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    442. 

  442. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv2:0/cv2:0:0/act/Mul_output_0     | op_1327:slope2                               | 39.36%                  | 3.60e-02           | 93.48%        |
    443. 

  443. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    444. 

  444. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv2:0/cv2:0:1/act/Mul_output_0     | op_1347:slope2                               | 34.59%                  | 1.08e-01           | 93.26%        |
    445. 

  445. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    446. 

  446. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv2:1/cv2:1:0/act/Mul_output_0     | op_1513:slope2                               | 38.91%                  | 1.93e-02           | 91.89%        |
    447. 

  447. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    448. 

  448. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv2:1/cv2:1:1/act/Mul_output_0     | op_1540:slope2                               | 35.62%                  | 1.76e-01           | 92.82%        |
    449. 

  449. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    450. 

  450. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv2:2/cv2:2:0/act/Mul_output_0     | op_1883:slope2                               | 29.86%                  | 2.98e-02           | 95.10%        |
    451. 

  451. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    452. 

  452. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv2:2/cv2:2:1/act/Mul_output_0     | op_1898:slope2                               | 21.54%                  | 1.35e-01           | 97.13%        |
    453. 

  453. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    454. 

  454. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv3:0/cv3:0:0/act/Mul_output_0     | op_1328:slope2                               | 43.95%                  | 4.21e-02           | 91.89%        |
    455. 

  455. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    456. 

  456. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv3:0/cv3:0:1/act/Mul_output_0     | op_1348:slope2                               | 45.42%                  | 6.32e-02           | 88.62%        |
    457. 

  457. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    458. 

  458. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv3:1/cv3:1:0/act/Mul_output_0     | op_1514:slope2                               | 43.52%                  | 3.41e-02           | 90.06%        |
    459. 

  459. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    460. 

  460. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv3:1/cv3:1:1/act/Mul_output_0     | op_1541:slope2                               | 43.77%                  | 6.46e-02           | 88.55%        |
    461. 

  461. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    462. 

  462. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv3:2/cv3:2:0/act/Mul_output_0     | op_1884:slope2                               | 40.74%                  | 3.74e-02           | 91.67%        |
    463. 

  463. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    464. 

  464. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv3:2/cv3:2:1/act/Mul_output_0     | op_1899:slope2                               | 35.40%                  | 7.54e-02           | 92.54%        |
    465. 

  465. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    466. 

  466. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv4:0/cv4:0:0/act/Mul_output_0     | op_1329:slope2                               | 35.56%                  | 5.45e-02           | 92.35%        |
    467. 

  467. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    468. 

  468. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv4:0/cv4:0:1/act/Mul_output_0     | op_1349:slope2                               | 31.64%                  | 5.78e-02           | 92.99%        |
    469. 

  469. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    470. 

  470. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv4:1/cv4:1:0/act/Mul_output_0     | op_1515:slope2                               | 29.66%                  | 3.89e-02           | 92.68%        |
    471. 

  471. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    472. 

  472. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv4:1/cv4:1:1/act/Mul_output_0     | op_1542:slope2                               | 28.35%                  | 3.27e-02           | 93.40%        |
    473. 

  473. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    474. 

  474. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv4:2/cv4:2:0/act/Mul_output_0     | op_1885:slope2                               | 18.41%                  | 3.16e-02           | 96.07%        |
    475. 

  475. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    476. 

  476. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:22/cv4:2/cv4:2:1/act/Mul_output_0     | op_1900:slope2                               | 22.07%                  | 3.39e-02           | 95.82%        |
    477. 

  477. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    478. 

  478. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:3/act/Mul_output_0                    | op_711:slope2                                | 14.16%                  | 2.07e-02           | 99.21%        |
    479. 

  479. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    480. 

  480. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:4/cv1/act/Mul_output_0                | op_715:slope2                                | 14.64%                  | 2.19e-02           | 98.84%        |
    481. 

  481. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    482. 

  482. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:4/cv2/act/Mul_output_0                | op_774:slope2                                | 24.15%                  | 5.12e-02           | 98.07%        |
    483. 

  483. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    484. 

  484. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:4/m:0/cv1/act/Mul_output_0            | op_729:slope2                                | 16.64%                  | 1.56e-02           | 98.68%        |
    485. 

  485. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    486. 

  486. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:4/m:0/cv2/act/Mul_output_0            | op_733:slope2                                | 15.62%                  | 1.21e-02           | 98.61%        |
    487. 

  487. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    488. 

  488. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:4/m:1/cv1/act/Mul_output_0            | op_751:slope2                                | 14.39%                  | 1.42e-02           | 98.35%        |
    489. 

  489. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    490. 

  490. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:4/m:1/cv2/act/Mul_output_0            | op_755:slope2                                | 24.70%                  | 1.35e-01           | 98.29%        |
    491. 

  491. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    492. 

  492. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:5/act/Mul_output_0                    | op_780:slope2                                | 23.52%                  | 1.81e-02           | 97.22%        |
    493. 

  493. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    494. 

  494. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:6/cv1/act/Mul_output_0                | op_784:slope2                                | 23.51%                  | 2.71e-02           | 97.13%        |
    495. 

  495. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    496. 

  496. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:6/cv2/act/Mul_output_0                | op_887:slope2                                | 28.14%                  | 3.42e-02           | 96.16%        |
    497. 

  497. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    498. 

  498. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:6/m:0/cv1/act/Mul_output_0            | op_804:slope2                                | 25.89%                  | 3.17e-02           | 96.99%        |
    499. 

  499. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    500. 

  500. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:6/m:0/cv2/act/Mul_output_0            | op_808:slope2                                | 27.63%                  | 3.81e-02           | 96.36%        |
    501. 

  501. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    502. 

  502. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:6/m:1/cv1/act/Mul_output_0            | op_846:slope2                                | 25.77%                  | 2.50e-02           | 95.75%        |
    503. 

  503. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    504. 

  504. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:6/m:1/cv2/act/Mul_output_0            | op_850:slope2                                | 29.11%                  | 9.86e-02           | 95.93%        |
    505. 

  505. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    506. 

  506. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:7/act/Mul_output_0                    | op_991:slope2                                | 29.72%                  | 3.91e-02           | 95.79%        |
    507. 

  507. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    508. 

  508. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:8/cv1/act/Mul_output_0                | op_1004:slope2                               | 28.44%                  | 4.02e-02           | 96.34%        |
    509. 

  509. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    510. 

  510. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:8/cv2/act/Mul_output_0                | op_1207:slope2                               | 38.09%                  | 9.94e-02           | 94.06%        |
    511. 

  511. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    512. 

  512. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:8/m:0/cv1/act/Mul_output_0            | op_1086:slope2                               | 30.14%                  | 2.35e-02           | 95.30%        |
    513. 

  513. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    514. 

  514. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:8/m:0/cv2/act/Mul_output_0            | op_1149:slope2                               | 29.82%                  | 6.18e-02           | 95.31%        |
    515. 

  515. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    516. 

  516. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:9/cv1/act/Mul_output_0                | op_1211:slope2                               | 31.09%                  | 1.01e-01           | 94.55%        |
    517. 

  517. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    518. 

  518. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:9/cv2/act/Mul_output_0                | op_1247:slope2                               | 35.78%                  | 2.41e-02           | 94.27%        |
    519. 

  519. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    520. 

  520. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:9/m/MaxPool_output_0                  | op_1217:affine                               | 19.31%                  | 1.39e-01           | 95.70%        |
    521. 

  521. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    522. 

  522. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:9/m_1/MaxPool_output_0                | op_1223:affine                               | 15.36%                  | 1.23e-01           | 96.08%        |
    523. 

  523. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    524. 

  524. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:9/m_2/MaxPool_output_0                | op_1229:affine                               | 13.41%                  | 1.10e-01           | 96.18%        |
    525. 

  525. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    526. 

  526. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:2/m:0/Add_output_0                    | op_699:slope2                                | 8.70%                   | 7.68e-02           | 99.31%        |
    527. 

  527. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    528. 

  528. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:4/m:0/Add_output_0                    | op_743:slope2                                | 11.78%                  | 1.66e-02           | 98.95%        |
    529. 

  529. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    530. 

  530. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:4/m:1/Add_output_0                    | op_765:slope2                                | 17.97%                  | 1.38e-01           | 98.39%        |
    531. 

  531. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    532. 

  532. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:6/m:0/Add_output_0                    | op_828:affine                                | 23.53%                  | 4.06e-02           | 97.14%        |
    533. 

  533. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    534. 

  534. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:6/m:1/Add_output_0                    | op_199:cat                                   | 25.89%                  | 7.23e-02           | 96.12%        |
    535. 

  535. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    536. 

  536. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:8/m:0/Add_output_0                    | op_188:cat                                   | 31.39%                  | 8.70e-02           | 95.37%        |
    537. 

  537. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    538. 

  538. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:11/Concat_output_0                    | op_895:affine                                | 33.19%                  | 1.41e-02           | 94.43%        |
    539. 

  539. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    540. 

  540. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:12/Concat_output_0                    | op_1265:affine                               | 30.58%                  | 1.96e-02           | 95.30%        |
    541. 

  541. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    542. 

  542. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:14/Concat_output_0                    | op_777:affine                                | 30.85%                  | 1.92e-02           | 95.34%        |
    543. 

  543. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    544. 

  544. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:15/Concat_output_0                    | op_1300:affine                               | 26.90%                  | 1.54e-02           | 96.08%        |
    545. 

  545. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    546. 

  546. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:17/Concat_output_0                    | op_1286:affine                               | 39.55%                  | 2.36e-02           | 92.75%        |
    547. 

  547. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    548. 

  548. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:18/Concat_output_0                    | op_1362:affine                               | 40.88%                  | 2.21e-02           | 91.59%        |
    549. 

  549. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    550. 

  550. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:2/Concat_output_0                     | op_678:affine                                | 8.17%                   | 4.15e-02           | 99.52%        |
    551. 

  551. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    552. 

  552. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:20/Concat_output_0                    | op_1251:affine                               | 39.88%                  | 2.09e-02           | 92.31%        |
    553. 

  553. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    554. 

  554. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:21/Concat_output_0                    | op_1560:affine                               | 35.57%                  | 1.53e-02           | 93.28%        |
    555. 

  555. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    556. 

  556. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:4/Concat_output_0                     | op_722:affine                                | 16.05%                  | 3.39e-02           | 98.56%        |
    557. 

  557. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    558. 

  558. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:6/Concat_output_0                     | op_795:affine                                | 24.86%                  | 3.47e-02           | 96.58%        |
    559. 

  559. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    560. 

  560. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:8/Concat_output_0                     | op_1024:affine                               | 30.58%                  | 5.56e-02           | 95.65%        |
    561. 

  561. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    562. 

  562. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | /model:9/Concat_output_0                     | op_1231:affine                               | 16.37%                  | 1.18e-01           | 97.18%        |
    563. 

  563. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    564. 

  564. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | output1                                      | op_2476                                      | 11.61%                  | 4.59e-02           | 99.27%        |
    565. 

  565. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    566. 

  566. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | output3                                      | op_2477                                      | 18.29%                  | 8.90e-02           | 98.11%        |
    567. 

  567. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    568. 

  568. [28 03:28:50 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | output5                                      | op_2478                                      | 15.93%                  | 6.82e-02           | 98.48%        |
    569. 

  569. [28 03:28:51 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] +----------------------------------------------+----------------------------------------------+-------------------------+--------------------+---------------+
    570. 

  570. [28 03:28:51 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Score of lava: 0
    571. 

  571. [28 03:28:51 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Evaluating finished; elapsed time: 2204.47s
    572. 

  572. [28 03:28:51 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Overview Table of Bit MACs
    573. 

  573. [28 03:28:51 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | Domain   | native   | pretransformed   | transformed   | posttransformed   | magma   | lava   |
    574. 

  574. [28 03:28:51 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] |----------|----------|------------------|---------------|-------------------|---------|--------|
    575. 

  575. [28 03:28:51 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | Bit MACs | 966G     | 991G             | 1003G         | 1112G             | 1033G   | 1070G  |
    576. 

  576. [28 03:28:51 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Bit MACs measurement for each domain finished; elapsed time: 0.12s
    577. 

  577. [28 03:28:51 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Overview Table of parameter size
    578. 

  578. [28 03:28:51 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | Domain               | native   | pretransformed   | transformed   | posttransformed   | magma   | lava   |
    579. 

  579. [28 03:28:51 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] |----------------------|----------|------------------|---------------|-------------------|---------|--------|
    580. 

  580. [28 03:28:51 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | Parameter Size(bits) | 371M     | 385M             | 386M          | 400M              | 400M    | 513M   |
    581. 

  581. [28 03:28:51 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Float Parameter size measurement for each domain finished; elapsed time: 0.29s
    582. 

  582. [28 03:28:51 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Overview Table of parameter size
    583. 

  583. [28 03:28:51 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | Domain               | native   | pretransformed   | transformed   | posttransformed   | magma   | lava   |
    584. 

  584. [28 03:28:51 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] |----------------------|----------|------------------|---------------|-------------------|---------|--------|
    585. 

  585. [28 03:28:51 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] | Parameter Size(bits) | 93M      | 96M              | 97M           | 100M              | 98M     | 105M   |
    586. 

  586. [28 03:28:51 <frozen super_pulsar.toolchain_wrappers.wrapper_neuwizard>:36] DBG [neuwizard] Quantized Parameter size measurement for each domain finished; elapsed time: 0.28s
    587. 

  587. [28 03:28:58 <frozen super_pulsar.toolchain_wrappers.wrapper_toolchain>:535] DBG working in "/root/tmp6sgbxtts"
    588. 

  588. [28 03:28:59 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:227] python3 pulsar.py gen /root/tmp6sgbxtts/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
    589. 

  589. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    590. 

  590. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] inference_report.log:
    591. 

  591. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    592. 

  592. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] |:-------------------------|:-----------------------------|:-------------|:-------------------|
    593. 

  593. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    594. 

  594. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] |:---------------|:------------------|:--------------|:--------------|:------------|:--------------|:----------------|:-------------------|:-----------------|
    595. 

  595. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    596. 

  596. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] |:-----------------------|:------------------|:------------------|:------------------|:--------------------|
    597. 

  597. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    598. 

  598. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] |:-----------------------|:------------------|:--------------------|:--------------------|:--------------------|:------------------|:-----------------|:--------------|:-------------|
    599. 

  599. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    600. 

  600. [28 03:38:53 <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.
    601. 

  601. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    602. 

  602. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] |:--------------------|-----------:|:---------------|:-----------------|:----------------|:----------------------|:---------------|
    603. 

  603. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    604. 

  604. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] |:---------------------------------------------|:-----------------|:-----------------------|
    605. 

  605. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    606. 

  606. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] |:-----------|-----------:|----------:|:--------|-------:|----------:|
    607. 

  607. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    608. 

  608. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] inference: 52.3 ms, 19.10 fps
    609. 

  609. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] qps = fps * batch_size = 19.10
    610. 

  610. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    611. 

  611. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] simulated fps is based on DDR_BW: 1.59 GB/s
    612. 

  612. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    613. 

  613. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] DDR IO stats:
    614. 

  614. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] ideal_input_data_size: 13819584 Byte,
    615. 

  615. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] ideal_output_data_size: 3897600 Byte,
    616. 

  616. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] extra_mid_io_data_size: 28320832 Byte,
    617. 

  617. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] total_io_data_size: 46038016 Byte
    618. 

  618. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    619. 

  619. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] MAC per inference: 15090488320 MAC@int8
    620. 

  620. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] MAC utils: 31.28 %
    621. 

  621. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    622. 

  622. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] commit_id:
    623. 

  623. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    624. 

  624. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] |:----------------------------------------------|-----------:|:-------------|
    625. 

  625. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    626. 

  626. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] subgraph num: 15
    627. 

  627. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] 
    628. 

  628. [28 03:38:53 <frozen super_pulsar.toolchain_wrappers.wrapper_pulsar_compiler>:250] DBG [pulsar] pulsar.py totally used 593s
    629. 

  629. [28 03:39:42 <frozen super_pulsar.toolchain_wrappers.wrapper_toolchain>:582] File saved: /root/axera/axera-quan-hjj/joint/yolov8s-pose.joint
    630. 

  630. [28 03:39:42 <frozen super_pulsar.toolchain_wrappers.wrapper_toolchain>:587] DBG cleared /root/tmp6sgbxtts
    631. 

  631. | Pre_alloc OCM            | linebuffer(may SWAP later)   | ringbuffer   | parameter          |
    632. 

  632. | size(ratio of whole OCM) | 525056(25.0)%                | 0(0.0)%      | 112128(5.3)%       |
    633. 

  633. | range                    | (1459968, 1985024)           | (None, None) | (1985024, 2097152) |
    634. 

  634. | profile conv   | work_cyc          | linebuf       | warmup_tail   | core_idle   | io_idle       | stride2_idle    | standalone_fetch   | MAC              |
    635. 

  635. | ratio in conv  | 20618482 (100.0%) | 595877 (2.9%) | 607590 (2.9%) | 0 (0.0%)    | 224337 (1.1%) | 4045188 (19.6%) | 435 (0.0%)         | 13099382 (63.5%) |
    636. 

  636. | profile ideal DDR_IO   | min_io_sum        | min_params_read   | min_inputs_read   | min_outputs_write   |
    637. 

  637. | DDR IO size (Byte)     | 17717184 (100.0%) | 13409984 (75.7%)  | 409600 (2.3%)     | 3897600 (22.0%)     |
    638. 

  638. | 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   |
    639. 

  639. | DDR IO size (Byte)     | 28320832 (100.0%) | 5575232 (19.7%)     | 11731200 (41.4%)    | 10707200 (37.8%)    | 153600 (0.5%)     | 153600 (0.5%)    | 0 (0.0%)      | 0 (0.0%)     |
    640. 

  640. | profile stream EU   |   work_cyc | ld_ratio       | ld_param_ratio   | mv_ratio        | mv_linebuffer_ratio   | st_ratio       |
    641. 

  641. | teng                |   39434661 | 6212902(15.8%) | 10054161(25.5%)  | 15478463(39.3%) | 227472(0.6%)          | 7461662(18.9%) |
    642. 

  642. | breakdown of mv_ratio in profile stream EU   | teng             | all_eus with mv-cmds   |
    643. 

  643. | total_cyc_num                                | 15478463(100.0%) | 15478463(100.0%)       |
    644. 

  644. | weight0_mode,convNxM,mode23,nopad            | 7891440(51.0%)   | 7891440(51.0%)         |
    645. 

  645. | mv,affine,unpack_lsb                         | 4205343(27.2%)   | 4205343(27.2%)         |
    646. 

  646. | mv,subtensor                                 | 1624809(10.5%)   | 1624809(10.5%)         |
    647. 

  647. | mv,concat_c                                  | 868049(5.6%)     | 868049(5.6%)           |
    648. 

  648. | mv_patch                                     | 519837(3.4%)     | 519837(3.4%)           |
    649. 

  649. | mv,upsample                                  | 246636(1.6%)     | 246636(1.6%)           |
    650. 

  650. | mv,padding_ch                                | 64630(0.4%)      | 64630(0.4%)            |
    651. 

  651. | mv,padding                                   | 57490(0.4%)      | 57490(0.4%)            |
    652. 

  652. | revert_split                                 | 229(0.0%)        | 229(0.0%)              |
    653. 

  653. | EU         |   work_cyc |   tot_cyc | ratio   |    fps |   fps_bnd |
    654. 

  654. | conv-1core |   20618483 |  41878280 | 49.0%   | 19.100 |    38.800 |
    655. 

  655. | teng       |   39434661 |  41878280 | 94.0%   | 19.100 |    20.290 |
    656. 

  656. | breakdown of cmds_num for each op             |   cmds_num | percentage   |
    657. 

  657. | weight0_mode,convNxM,mode23,nopad             |       2984 | 23.26%       |
    658. 

  658. | mv,affine,unpack_lsb                          |       2922 | 22.77%       |
    659. 

  659. | weight0_mode,mode23                           |       2595 | 20.23%       |
    660. 

  660. | weight0_mode,mode20                           |       1538 | 11.99%       |
    661. 

  661. | pool,weight0_mode,mode20,conv_align,subtensor |        624 | 4.86%        |
    662. 

  662. | weight0_mode,mode23,nopad                     |        480 | 3.74%        |
    663. 

  663. | mv,subtensor                                  |        444 | 3.46%        |
    664. 

  664. | revert_split                                  |        272 | 2.12%        |
    665. 

  665. | mv,concat_c                                   |        260 | 2.03%        |
    666. 

  666. | weight0_mode,mode20,nopad                     |        192 | 1.50%        |
    667. 

  667. | pool,weight0_mode,mode20,subtensor            |        192 | 1.50%        |
    668. 

  668. | weight0_mode,convNxM,mode26,nopad             |        154 | 1.20%        |
    669. 

  669. | mv,upsample                                   |         72 | 0.56%        |
    670. 

  670. | mv,padding_ch                                 |         38 | 0.30%        |
    671. 

  671. | mv_patch                                      |         30 | 0.23%        |
    672. 

  672. | yuv42xto444,yuv2bgr0                          |         23 | 0.18%        |
    673. 

  673. | mv,padding                                    |         10 | 0.08%        |
    674. 

  674. | total_num                                     |      12830 | 100%         |
    675. 

  675. 03:39:40 [I]final_check: FINAL_CHECK: output op_2476 check successed!
    676. 

  676. 03:39:40 [I]final_check: FINAL_CHECK: output op_2477 check successed!
    677. 

  677. 03:39:40 [I]final_check: FINAL_CHECK: output op_2478 check successed!
    678. 

  678. 03:39:40 [I]final_check: FINAL_CHECK: output op_3238 check successed!
    679. 

  679. 03:39:40 [I]final_check: FINAL_CHECK: output op_3240 check successed!
    680. 

  680. 03:39:40 [I]final_check: FINAL_CHECK: output op_3242 check successed!
    681.