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magiruan
Posts: 1
Joined: Fri Oct 06, 2023 1:10 pm

Training fails with ValueError: setting an array element with a sequence

Post by magiruan »

My Crsh Report:

Code: Select all

[quote]10/21/2023 16:56:31 MainProcess     _training                      _base           _process_full                  DEBUG    full_size: 74, prediction_size: 64, color: (0.0, 0.0, 1.0)
10/21/2023 16:56:31 MainProcess     _training                      _base           _resize_sample                 DEBUG    Resizing sample: (side: 'a', sample.shape: (14, 74, 74, 3), target_size: 72, scale: 0.972972972972973)
10/21/2023 16:56:31 MainProcess     _training                      _base           _resize_sample                 DEBUG    Resized sample: (side: 'a' shape: (14, 72, 72, 3))
10/21/2023 16:56:31 MainProcess     _training                      _base           _process_full                  DEBUG    Overlayed background. Shape: (14, 72, 72, 3)
10/21/2023 16:56:31 MainProcess     _training                      _base           _compile_masked                DEBUG    masked shapes: [(14, 64, 64, 3), (14, 64, 64, 3), (14, 64, 64, 3)]
10/21/2023 16:56:31 MainProcess     _training                      _base           _overlay_foreground            DEBUG    Overlayed foreground. Shape: (14, 72, 72, 3)
10/21/2023 16:56:31 MainProcess     _training                      _base           _overlay_foreground            DEBUG    Overlayed foreground. Shape: (14, 72, 72, 3)
10/21/2023 16:56:31 MainProcess     _training                      _base           _overlay_foreground            DEBUG    Overlayed foreground. Shape: (14, 72, 72, 3)
10/21/2023 16:56:31 MainProcess     _training                      _base           _get_headers                   DEBUG    side: 'a', width: 72
10/21/2023 16:56:31 MainProcess     _training                      _base           _get_headers                   DEBUG    height: 16, total_width: 216
10/21/2023 16:56:31 MainProcess     _training                      _base           _get_headers                   DEBUG    texts: ['Original (A)', 'Original > Original', 'Original > Swap'], text_sizes: [(41, 6), (66, 6), (58, 6)], text_x: [15, 75, 151], text_y: 11
10/21/2023 16:56:31 MainProcess     _training                      _base           _get_headers                   DEBUG    header_box.shape: (16, 216, 3)
10/21/2023 16:56:31 MainProcess     _training                      _base           _to_full_frame                 DEBUG    side: 'b', number of sample arrays: 3, prediction.shapes: [(14, 64, 64, 3), (14, 64, 64, 3)])
10/21/2023 16:56:31 MainProcess     _training                      _base           _process_full                  DEBUG    full_size: 74, prediction_size: 64, color: (0.0, 0.0, 1.0)
10/21/2023 16:56:31 MainProcess     _training                      _base           _resize_sample                 DEBUG    Resizing sample: (side: 'b', sample.shape: (14, 74, 74, 3), target_size: 72, scale: 0.972972972972973)
10/21/2023 16:56:31 MainProcess     _training                      _base           _resize_sample                 DEBUG    Resized sample: (side: 'b' shape: (14, 72, 72, 3))
10/21/2023 16:56:31 MainProcess     _training                      _base           _process_full                  DEBUG    Overlayed background. Shape: (14, 72, 72, 3)
10/21/2023 16:56:31 MainProcess     _training                      _base           _compile_masked                DEBUG    masked shapes: [(14, 64, 64, 3), (14, 64, 64, 3), (14, 64, 64, 3)]
10/21/2023 16:56:31 MainProcess     _training                      _base           _overlay_foreground            DEBUG    Overlayed foreground. Shape: (14, 72, 72, 3)
10/21/2023 16:56:31 MainProcess     _training                      _base           _overlay_foreground            DEBUG    Overlayed foreground. Shape: (14, 72, 72, 3)
10/21/2023 16:56:31 MainProcess     _training                      _base           _overlay_foreground            DEBUG    Overlayed foreground. Shape: (14, 72, 72, 3)
10/21/2023 16:56:31 MainProcess     _training                      _base           _get_headers                   DEBUG    side: 'b', width: 72
10/21/2023 16:56:31 MainProcess     _training                      _base           _get_headers                   DEBUG    height: 16, total_width: 216
10/21/2023 16:56:31 MainProcess     _training                      _base           _get_headers                   DEBUG    texts: ['Swap (B)', 'Swap > Swap', 'Swap > Original'], text_sizes: [(34, 6), (50, 6), (58, 6)], text_x: [19, 83, 151], text_y: 11
10/21/2023 16:56:31 MainProcess     _training                      _base           _get_headers                   DEBUG    header_box.shape: (16, 216, 3)
10/21/2023 16:56:31 MainProcess     _training                      _base           _duplicate_headers             DEBUG    side: a header.shape: (16, 216, 3)
10/21/2023 16:56:31 MainProcess     _training                      _base           _duplicate_headers             DEBUG    side: b header.shape: (16, 216, 3)
10/21/2023 16:56:31 MainProcess     _training                      _base           _stack_images                  DEBUG    Stack images
10/21/2023 16:56:31 MainProcess     _training                      _base           get_transpose_axes             DEBUG    Even number of images to stack
10/21/2023 16:56:31 MainProcess     _training                      _base           _stack_images                  DEBUG    Stacked images
10/21/2023 16:56:31 MainProcess     _training                      _base           _compile_preview               DEBUG    Compiled sample
10/21/2023 16:56:31 MainProcess     _training                      _base           output_timelapse               DEBUG    Created time-lapse: 'D:\DF\PIC Output\1697878591.jpg'
10/21/2023 16:56:31 MainProcess     _training                      train           _run_training_cycle            DEBUG    Saving (save_iterations: True, save_now: False) Iteration: (iteration: 1)
10/21/2023 16:56:31 MainProcess     _training                      io              save                           DEBUG    Backing up and saving models
10/21/2023 16:56:31 MainProcess     _training                      io              _get_save_averages             DEBUG    Getting save averages
10/21/2023 16:56:31 MainProcess     _training                      io              _get_save_averages             DEBUG    Average losses since last save: [0.27659493684768677, 0.29053229093551636]
10/21/2023 16:56:31 MainProcess     _training                      io              _should_backup                 DEBUG    Should backup: False
10/21/2023 16:56:31 MainProcess     _training                      attrs           create                         DEBUG    Creating converter from 5 to 3
10/21/2023 16:56:31 MainProcess     _training                      model           save                           DEBUG    Saving State
10/21/2023 16:56:31 MainProcess     _training                      serializer      save                           DEBUG    filename: D:\DF\Mod\original_state.json, data type: <class 'dict'>
10/21/2023 16:56:31 MainProcess     _training                      serializer      _check_extension               DEBUG    Original filename: 'D:\DF\Mod\original_state.json', final filename: 'D:\DF\Mod\original_state.json'
10/21/2023 16:56:31 MainProcess     _training                      serializer      marshal                        DEBUG    data type: <class 'dict'>
10/21/2023 16:56:31 MainProcess     _training                      serializer      marshal                        DEBUG    returned data type: <class 'bytes'>
10/21/2023 16:56:31 MainProcess     _training                      model           save                           DEBUG    Saved State
10/21/2023 16:56:31 MainProcess     _training                      io              save                           INFO     [Saved model] - Average loss since last save: face_a: 0.27659, face_b: 0.29053
10/21/2023 16:56:31 MainProcess     _training                      generator       generate_preview               DEBUG    Generating preview (is_timelapse: False)
10/21/2023 16:56:31 MainProcess     _training                      generator       generate_preview               DEBUG    Generated samples: is_timelapse: False, images: {'feed': {'a': (14, 64, 64, 3), 'b': (14, 64, 64, 3)}, 'samples': {'a': (14, 74, 74, 3), 'b': (14, 74, 74, 3)}, 'sides': {'a': (14, 64, 64, 1), 'b': (14, 64, 64, 1)}}
10/21/2023 16:56:31 MainProcess     _training                      generator       compile_sample                 DEBUG    Compiling samples: (side: 'a', samples: 14)
10/21/2023 16:56:31 MainProcess     _training                      generator       compile_sample                 DEBUG    Compiling samples: (side: 'b', samples: 14)
10/21/2023 16:56:31 MainProcess     _training                      generator       compile_sample                 DEBUG    Compiled Samples: {'a': [(14, 64, 64, 3), (14, 74, 74, 3), (14, 64, 64, 1)], 'b': [(14, 64, 64, 3), (14, 74, 74, 3), (14, 64, 64, 1)]}
10/21/2023 16:56:31 MainProcess     _training                      _base           show_sample                    DEBUG    Showing sample
10/21/2023 16:56:31 MainProcess     _training                      _base           _get_predictions               DEBUG    Getting Predictions
10/21/2023 16:56:31 MainProcess     _training                      _base           _get_predictions               DEBUG    Returning predictions: {'a_a': (14, 64, 64, 3), 'b_b': (14, 64, 64, 3), 'a_b': (14, 64, 64, 3), 'b_a': (14, 64, 64, 3)}
10/21/2023 16:56:31 MainProcess     _training                      _base           _to_full_frame                 DEBUG    side: 'a', number of sample arrays: 3, prediction.shapes: [(14, 64, 64, 3), (14, 64, 64, 3)])
10/21/2023 16:56:31 MainProcess     _training                      _base           _process_full                  DEBUG    full_size: 74, prediction_size: 64, color: (0.0, 0.0, 1.0)
10/21/2023 16:56:31 MainProcess     _training                      _base           _resize_sample                 DEBUG    Resizing sample: (side: 'a', sample.shape: (14, 74, 74, 3), target_size: 72, scale: 0.972972972972973)
10/21/2023 16:56:31 MainProcess     _training                      _base           _resize_sample                 DEBUG    Resized sample: (side: 'a' shape: (14, 72, 72, 3))
10/21/2023 16:56:31 MainProcess     _training                      _base           _process_full                  DEBUG    Overlayed background. Shape: (14, 72, 72, 3)
10/21/2023 16:56:31 MainProcess     _training                      _base           _compile_masked                DEBUG    masked shapes: [(14, 64, 64, 3), (14, 64, 64, 3), (14, 64, 64, 3)]
10/21/2023 16:56:31 MainProcess     _training                      _base           _overlay_foreground            DEBUG    Overlayed foreground. Shape: (14, 72, 72, 3)
10/21/2023 16:56:31 MainProcess     _training                      _base           _overlay_foreground            DEBUG    Overlayed foreground. Shape: (14, 72, 72, 3)
10/21/2023 16:56:31 MainProcess     _training                      _base           _overlay_foreground            DEBUG    Overlayed foreground. Shape: (14, 72, 72, 3)
10/21/2023 16:56:31 MainProcess     _training                      _base           _get_headers                   DEBUG    side: 'a', width: 72
10/21/2023 16:56:31 MainProcess     _training                      _base           _get_headers                   DEBUG    height: 16, total_width: 216
10/21/2023 16:56:31 MainProcess     _training                      _base           _get_headers                   DEBUG    texts: ['Original (A)', 'Original > Original', 'Original > Swap'], text_sizes: [(41, 6), (66, 6), (58, 6)], text_x: [15, 75, 151], text_y: 11
10/21/2023 16:56:31 MainProcess     _training                      _base           _get_headers                   DEBUG    header_box.shape: (16, 216, 3)
10/21/2023 16:56:31 MainProcess     _training                      _base           _to_full_frame                 DEBUG    side: 'b', number of sample arrays: 3, prediction.shapes: [(14, 64, 64, 3), (14, 64, 64, 3)])
10/21/2023 16:56:31 MainProcess     _training                      _base           _process_full                  DEBUG    full_size: 74, prediction_size: 64, color: (0.0, 0.0, 1.0)
10/21/2023 16:56:31 MainProcess     _training                      _base           _resize_sample                 DEBUG    Resizing sample: (side: 'b', sample.shape: (14, 74, 74, 3), target_size: 72, scale: 0.972972972972973)
10/21/2023 16:56:31 MainProcess     _training                      _base           _resize_sample                 DEBUG    Resized sample: (side: 'b' shape: (14, 72, 72, 3))
10/21/2023 16:56:31 MainProcess     _training                      _base           _process_full                  DEBUG    Overlayed background. Shape: (14, 72, 72, 3)
10/21/2023 16:56:31 MainProcess     _training                      _base           _compile_masked                DEBUG    masked shapes: [(14, 64, 64, 3), (14, 64, 64, 3), (14, 64, 64, 3)]
10/21/2023 16:56:31 MainProcess     _training                      _base           _overlay_foreground            DEBUG    Overlayed foreground. Shape: (14, 72, 72, 3)
10/21/2023 16:56:31 MainProcess     _training                      _base           _overlay_foreground            DEBUG    Overlayed foreground. Shape: (14, 72, 72, 3)
10/21/2023 16:56:31 MainProcess     _training                      _base           _overlay_foreground            DEBUG    Overlayed foreground. Shape: (14, 72, 72, 3)
10/21/2023 16:56:31 MainProcess     _training                      _base           _get_headers                   DEBUG    side: 'b', width: 72
10/21/2023 16:56:31 MainProcess     _training                      _base           _get_headers                   DEBUG    height: 16, total_width: 216
10/21/2023 16:56:31 MainProcess     _training                      _base           _get_headers                   DEBUG    texts: ['Swap (B)', 'Swap > Swap', 'Swap > Original'], text_sizes: [(34, 6), (50, 6), (58, 6)], text_x: [19, 83, 151], text_y: 11
10/21/2023 16:56:31 MainProcess     _training                      _base           _get_headers                   DEBUG    header_box.shape: (16, 216, 3)
10/21/2023 16:56:31 MainProcess     _training                      _base           _duplicate_headers             DEBUG    side: a header.shape: (16, 216, 3)
10/21/2023 16:56:31 MainProcess     _training                      _base           _duplicate_headers             DEBUG    side: b header.shape: (16, 216, 3)
10/21/2023 16:56:31 MainProcess     _training                      _base           _stack_images                  DEBUG    Stack images
10/21/2023 16:56:31 MainProcess     _training                      _base           get_transpose_axes             DEBUG    Even number of images to stack
10/21/2023 16:56:31 MainProcess     _training                      _base           _stack_images                  DEBUG    Stacked images
10/21/2023 16:56:31 MainProcess     _training                      _base           _compile_preview               DEBUG    Compiled sample
10/21/2023 16:56:31 MainProcess     _training                      train           _show                          DEBUG    Updating preview: (name: Training - 'S': Save Now. 'R': Refresh Preview. 'M': Toggle Mask. 'F': Toggle Screen Fit-Actual Size. 'ENTER': Save and Quit)
10/21/2023 16:56:31 MainProcess     _training                      train           _show                          DEBUG    Generating preview for GUI
10/21/2023 16:56:31 MainProcess     _training                      train           _show                          DEBUG    Generated preview for GUI: 'C:\Users\magir\faceswap\lib\gui\.cache\preview\.gui_training_preview.png'
10/21/2023 16:56:31 MainProcess     _training                      train           _show                          DEBUG    Updated preview: (name: Training - 'S': Save Now. 'R': Refresh Preview. 'M': Toggle Mask. 'F': Toggle Screen Fit-Actual Size. 'ENTER': Save and Quit)
10/21/2023 16:56:31 MainProcess     _training                      train           _run_training_cycle            INFO     [Preview Updated]
10/21/2023 16:56:34 MainProcess     _run_0                         multithreading  run                            DEBUG    Error in thread (_run_0): setting an array element with a sequence. The requested array has an inhomogeneous shape after 1 dimensions. The detected shape was (16,) + inhomogeneous part.
10/21/2023 16:56:34 MainProcess     _training                      multithreading  check_and_raise_error          DEBUG    Thread error caught: [(<class 'ValueError'>, ValueError('setting an array element with a sequence. The requested array has an inhomogeneous shape after 1 dimensions. The detected shape was (16,) + inhomogeneous part.'), <traceback object at 0x000001ED0FFD34C0>)]
10/21/2023 16:56:34 MainProcess     _training                      multithreading  run                            DEBUG    Error in thread (_training): setting an array element with a sequence. The requested array has an inhomogeneous shape after 1 dimensions. The detected shape was (16,) + inhomogeneous part.
10/21/2023 16:56:34 MainProcess     MainThread                     train           _monitor                       DEBUG    Thread error detected
10/21/2023 16:56:34 MainProcess     MainThread                     train           _monitor                       DEBUG    Closed Monitor
10/21/2023 16:56:34 MainProcess     MainThread                     train           _end_thread                    DEBUG    Ending Training thread
10/21/2023 16:56:34 MainProcess     MainThread                     train           _end_thread                    CRITICAL Error caught! Exiting...
10/21/2023 16:56:34 MainProcess     MainThread                     multithreading  join                           DEBUG    Joining Threads: '_training'
10/21/2023 16:56:34 MainProcess     MainThread                     multithreading  join                           DEBUG    Joining Thread: '_training'
10/21/2023 16:56:34 MainProcess     MainThread                     multithreading  join                           ERROR    Caught exception in thread: '_training'
Traceback (most recent call last):
  File "C:\Users\magir\faceswap\lib\cli\launcher.py", line 225, in execute_script
    process.process()
  File "C:\Users\magir\faceswap\scripts\train.py", line 209, in process
    self._end_thread(thread, err)
  File "C:\Users\magir\faceswap\scripts\train.py", line 249, in _end_thread
    thread.join()
  File "C:\Users\magir\faceswap\lib\multithreading.py", line 224, in join
    raise thread.err[1].with_traceback(thread.err[2])
  File "C:\Users\magir\faceswap\lib\multithreading.py", line 100, in run
    self._target(*self._args, **self._kwargs)
  File "C:\Users\magir\faceswap\scripts\train.py", line 274, in _training
    raise err
  File "C:\Users\magir\faceswap\scripts\train.py", line 264, in _training
    self._run_training_cycle(model, trainer)
  File "C:\Users\magir\faceswap\scripts\train.py", line 352, in _run_training_cycle
    trainer.train_one_step(viewer, timelapse)
  File "C:\Users\magir\faceswap\plugins\train\trainer\_base.py", line 247, in train_one_step
    model_inputs, model_targets = self._feeder.get_batch()
  File "C:\Users\magir\faceswap\lib\training\generator.py", line 840, in get_batch
    side_feed, side_targets = next(self._feeds[side])
  File "C:\Users\magir\faceswap\lib\multithreading.py", line 296, in iterator
    self.check_and_raise_error()
  File "C:\Users\magir\faceswap\lib\multithreading.py", line 173, in check_and_raise_error
    raise error[1].with_traceback(error[2])
  File "C:\Users\magir\faceswap\lib\multithreading.py", line 100, in run
    self._target(*self._args, **self._kwargs)
  File "C:\Users\magir\faceswap\lib\multithreading.py", line 279, in _run
    for item in self.generator(*self._gen_args, **self._gen_kwargs):
  File "C:\Users\magir\faceswap\lib\training\generator.py", line 217, in _minibatch
    retval = self._process_batch(img_paths)
  File "C:\Users\magir\faceswap\lib\training\generator.py", line 330, in _process_batch
    raw_faces, detected_faces = self._get_images_with_meta(filenames)
  File "C:\Users\magir\faceswap\lib\training\generator.py", line 241, in _get_images_with_meta
    raw_faces = self._face_cache.cache_metadata(filenames)
  File "C:\Users\magir\faceswap\lib\training\cache.py", line 228, in cache_metadata
    batch, metadata = read_image_batch(filenames, with_metadata=True)
  File "C:\Users\magir\faceswap\lib\image.py", line 379, in read_image_batch
    batch = np.array(batch)
ValueError: setting an array element with a sequence. The requested array has an inhomogeneous shape after 1 dimensions. The detected shape was (16,) + inhomogeneous part.

============ System Information ============
backend:             nvidia
encoding:            cp936
git_branch:          master
git_commits:         8e6c6c3 patch writer: Sort the json file by key
gpu_cuda:            No global version found. Check Conda packages for Conda Cuda
gpu_cudnn:           No global version found. Check Conda packages for Conda cuDNN
gpu_devices:         GPU_0: NVIDIA GeForce RTX 4070 Laptop GPU
gpu_devices_active:  GPU_0
gpu_driver:          545.84
gpu_vram:            GPU_0: 8188MB (1728MB free)
os_machine:          AMD64
os_platform:         Windows-10-10.0.22621-SP0
os_release:          10
py_command:          C:\Users\magir\faceswap\faceswap.py train -A D:/DF/Ext Face -B D:/DF/OG Face -m D:/DF/Mod -t original -bs 16 -it 1000000 -D default -s 250 -ss 25000 -tia D:/DF/Ext Face -tib D:/DF/OG Face -to D:/DF/PIC Output -L INFO -gui
py_conda_version:    conda 23.9.0
py_implementation:   CPython
py_version:          3.10.13
py_virtual_env:      True
sys_cores:           20
sys_processor:       Intel64 Family 6 Model 186 Stepping 2, GenuineIntel
sys_ram:             Total: 32560MB, Available: 25797MB, Used: 6762MB, Free: 25797MB

=============== Pip Packages ===============
absl-py==2.0.0
astunparse==1.6.3
cachetools==5.3.1
certifi==2023.7.22
charset-normalizer==3.3.0
colorama @ file:///C:/b/abs_a9ozq0l032/croot/colorama_1672387194846/work
contourpy @ file:///C:/b/abs_d5rpy288vc/croots/recipe/contourpy_1663827418189/work
cycler @ file:///tmp/build/80754af9/cycler_1637851556182/work
fastcluster @ file:///D:/bld/fastcluster_1695650232190/work
ffmpy @ file:///home/conda/feedstock_root/build_artifacts/ffmpy_1659474992694/work
flatbuffers==23.5.26
fonttools==4.25.0
gast==0.4.0
google-auth==2.23.3
google-auth-oauthlib==0.4.6
google-pasta==0.2.0
grpcio==1.59.0
h5py==3.10.0
idna==3.4
imageio @ file:///C:/b/abs_3eijmwdodc/croot/imageio_1695996500830/work
imageio-ffmpeg @ file:///home/conda/feedstock_root/build_artifacts/imageio-ffmpeg_1694632425602/work
joblib @ file:///C:/b/abs_1anqjntpan/croot/joblib_1685113317150/work
keras==2.10.0
Keras-Preprocessing==1.1.2
kiwisolver @ file:///C:/b/abs_88mdhvtahm/croot/kiwisolver_1672387921783/work
libclang==16.0.6
Markdown==3.5
MarkupSafe==2.1.3
matplotlib @ file:///C:/b/abs_085jhivdha/croot/matplotlib-suite_1693812524572/work
mkl-fft @ file:///C:/b/abs_19i1y8ykas/croot/mkl_fft_1695058226480/work
mkl-random @ file:///C:/b/abs_edwkj1_o69/croot/mkl_random_1695059866750/work
mkl-service==2.4.0
munkres==1.1.4
numexpr @ file:///C:/b/abs_5fucrty5dc/croot/numexpr_1696515448831/work
numpy @ file:///C:/b/abs_9fu2cs2527/croot/numpy_and_numpy_base_1695830496596/work/dist/numpy-1.26.0-cp310-cp310-win_amd64.whl#sha256=11367989d61b64039738e0c68c95c6b797a41c4c75ec2147c0541b21163786eb
nvidia-ml-py @ file:///home/conda/feedstock_root/build_artifacts/nvidia-ml-py_1693425331741/work
oauthlib==3.2.2
opencv-python==4.8.1.78
opt-einsum==3.3.0
packaging @ file:///C:/b/abs_28t5mcoltc/croot/packaging_1693575224052/work
Pillow @ file:///C:/b/abs_153xikw91n/croot/pillow_1695134603563/work
ply==3.11
protobuf==3.19.6
psutil @ file:///C:/Windows/Temp/abs_b2c2fd7f-9fd5-4756-95ea-8aed74d0039flsd9qufz/croots/recipe/psutil_1656431277748/work
pyasn1==0.5.0
pyasn1-modules==0.3.0
pyparsing @ file:///C:/Users/BUILDE~1/AppData/Local/Temp/abs_7f_7lba6rl/croots/recipe/pyparsing_1661452540662/work
PyQt5==5.15.7
PyQt5-sip @ file:///C:/Windows/Temp/abs_d7gmd2jg8i/croots/recipe/pyqt-split_1659273064801/work/pyqt_sip
python-dateutil @ file:///tmp/build/80754af9/python-dateutil_1626374649649/work
pywin32==305.1
pywinpty @ file:///C:/ci_310/pywinpty_1644230983541/work/target/wheels/pywinpty-2.0.2-cp310-none-win_amd64.whl
requests==2.31.0
requests-oauthlib==1.3.1
rsa==4.9
scikit-learn @ file:///C:/b/abs_55olq_4gzc/croot/scikit-learn_1690978955123/work
scipy==1.11.3
sip @ file:///C:/Windows/Temp/abs_b8fxd17m2u/croots/recipe/sip_1659012372737/work
six @ file:///tmp/build/80754af9/six_1644875935023/work
tensorboard==2.10.1
tensorboard-data-server==0.6.1
tensorboard-plugin-wit==1.8.1
tensorflow==2.10.1
tensorflow-estimator==2.10.0
tensorflow-io-gcs-filesystem==0.31.0
termcolor==2.3.0
threadpoolctl @ file:///Users/ktietz/demo/mc3/conda-bld/threadpoolctl_1629802263681/work
toml @ file:///tmp/build/80754af9/toml_1616166611790/work
tornado @ file:///C:/b/abs_0cbrstidzg/croot/tornado_1696937003724/work
tqdm @ file:///C:/b/abs_f76j9hg7pv/croot/tqdm_1679561871187/work
typing_extensions==4.8.0
urllib3==2.0.7
Werkzeug==3.0.0
wrapt==1.15.0

============== Conda Packages ==============
# packages in environment at C:\Users\magir\miniconda3\envs\faceswap:
#
# Name                    Version                   Build  Channel
absl-py                   2.0.0                    pypi_0    pypi
astunparse                1.6.3                    pypi_0    pypi
blas                      1.0                         mkl  
brotli                    1.0.9                h2bbff1b_7  
brotli-bin                1.0.9                h2bbff1b_7  
bzip2                     1.0.8                he774522_0  
ca-certificates           2023.7.22            h56e8100_0    conda-forge
cachetools                5.3.1                    pypi_0    pypi
certifi                   2023.7.22                pypi_0    pypi
charset-normalizer        3.3.0                    pypi_0    pypi
colorama                  0.4.6           py310haa95532_0  
contourpy                 1.0.5           py310h59b6b97_0  
cudatoolkit               11.8.0               hd77b12b_0  
cudnn                     8.9.2.26               cuda11_0  
cycler                    0.11.0             pyhd3eb1b0_0  
fastcluster               1.2.6           py310hecd3228_3    conda-forge
ffmpeg                    4.3.1                ha925a31_0    conda-forge
ffmpy                     0.3.0              pyhb6f538c_0    conda-forge
flatbuffers               23.5.26                  pypi_0    pypi
fonttools                 4.25.0             pyhd3eb1b0_0  
freetype                  2.12.1               ha860e81_0  
gast                      0.4.0                    pypi_0    pypi
giflib                    5.2.1                h8cc25b3_3  
git                       2.40.1               haa95532_1  
glib                      2.69.1               h5dc1a3c_2  
google-auth               2.23.3                   pypi_0    pypi
google-auth-oauthlib      0.4.6                    pypi_0    pypi
google-pasta              0.2.0                    pypi_0    pypi
grpcio                    1.59.0                   pypi_0    pypi
h5py                      3.10.0                   pypi_0    pypi
icc_rt                    2022.1.0             h6049295_2  
icu                       58.2                 ha925a31_3  
idna                      3.4                      pypi_0    pypi
imageio                   2.31.4          py310haa95532_0  
imageio-ffmpeg            0.4.9              pyhd8ed1ab_0    conda-forge
intel-openmp              2023.1.0         h59b6b97_46319  
joblib                    1.2.0           py310haa95532_0  
jpeg                      9e                   h2bbff1b_1  
keras                     2.10.0                   pypi_0    pypi
keras-preprocessing       1.1.2                    pypi_0    pypi
kiwisolver                1.4.4           py310hd77b12b_0  
krb5                      1.20.1               h5b6d351_0  
lerc                      3.0                  hd77b12b_0  
libbrotlicommon           1.0.9                h2bbff1b_7  
libbrotlidec              1.0.9                h2bbff1b_7  
libbrotlienc              1.0.9                h2bbff1b_7  
libclang                  16.0.6                   pypi_0    pypi
libclang13                14.0.6          default_h8e68704_1  
libdeflate                1.17                 h2bbff1b_1  
libffi                    3.4.4                hd77b12b_0  
libiconv                  1.16                 h2bbff1b_2  
libpng                    1.6.39               h8cc25b3_0  
libpq                     12.15                h906ac69_1  
libtiff                   4.5.1                hd77b12b_0  
libwebp                   1.3.2                hbc33d0d_0  
libwebp-base              1.3.2                h2bbff1b_0  
libxml2                   2.10.4               h0ad7f3c_1  
libxslt                   1.1.37               h2bbff1b_1  
libzlib                   1.2.13               hcfcfb64_5    conda-forge
libzlib-wapi              1.2.13               hcfcfb64_5    conda-forge
lz4-c                     1.9.4                h2bbff1b_0  
markdown                  3.5                      pypi_0    pypi
markupsafe                2.1.3                    pypi_0    pypi
matplotlib                3.7.2           py310haa95532_0  
matplotlib-base           3.7.2           py310h4ed8f06_0  
mkl                       2023.1.0         h6b88ed4_46357  
mkl-service               2.4.0           py310h2bbff1b_1  
mkl_fft                   1.3.8           py310h2bbff1b_0  
mkl_random                1.2.4           py310h59b6b97_0  
munkres                   1.1.4                      py_0  
numexpr                   2.8.7           py310h2cd9be0_0  
numpy                     1.26.0          py310h055cbcc_0  
numpy-base                1.26.0          py310h65a83cf_0  
nvidia-ml-py              12.535.108         pyhd8ed1ab_0    conda-forge
oauthlib                  3.2.2                    pypi_0    pypi
opencv-python             4.8.1.78                 pypi_0    pypi
openssl                   3.1.3                hcfcfb64_0    conda-forge
opt-einsum                3.3.0                    pypi_0    pypi
packaging                 23.1            py310haa95532_0  
pcre                      8.45                 hd77b12b_0  
pillow                    9.4.0           py310hd77b12b_1  
pip                       23.3            py310haa95532_0  
ply                       3.11            py310haa95532_0  
protobuf                  3.19.6                   pypi_0    pypi
psutil                    5.9.0           py310h2bbff1b_0  
pyasn1                    0.5.0                    pypi_0    pypi
pyasn1-modules            0.3.0                    pypi_0    pypi
pyparsing                 3.0.9           py310haa95532_0  
pyqt                      5.15.7          py310hd77b12b_0  
pyqt5-sip                 12.11.0         py310hd77b12b_0  
python                    3.10.13              he1021f5_0  
python-dateutil           2.8.2              pyhd3eb1b0_0  
python_abi                3.10                    2_cp310    conda-forge
pywin32                   305             py310h2bbff1b_0  
pywinpty                  2.0.2           py310h5da7b33_0  
qt-main                   5.15.2               h879a1e9_9  
qt-webengine              5.15.9               h5bd16bc_7  
qtwebkit                  5.212                h2bbfb41_5  
requests                  2.31.0                   pypi_0    pypi
requests-oauthlib         1.3.1                    pypi_0    pypi
rsa                       4.9                      pypi_0    pypi
scikit-learn              1.3.0           py310h4ed8f06_0  
scipy                     1.11.3          py310h309d312_0  
setuptools                68.0.0          py310haa95532_0  
sip                       6.6.2           py310hd77b12b_0  
six                       1.16.0             pyhd3eb1b0_1  
sqlite                    3.41.2               h2bbff1b_0  
tbb                       2021.8.0             h59b6b97_0  
tensorboard               2.10.1                   pypi_0    pypi
tensorboard-data-server   0.6.1                    pypi_0    pypi
tensorboard-plugin-wit    1.8.1                    pypi_0    pypi
tensorflow                2.10.1                   pypi_0    pypi
tensorflow-estimator      2.10.0                   pypi_0    pypi
tensorflow-io-gcs-filesystem 0.31.0                   pypi_0    pypi
termcolor                 2.3.0                    pypi_0    pypi
threadpoolctl             2.2.0              pyh0d69192_0  
tk                        8.6.12               h2bbff1b_0  
toml                      0.10.2             pyhd3eb1b0_0  
tornado                   6.3.3           py310h2bbff1b_0  
tqdm                      4.65.0          py310h9909e9c_0  
typing-extensions         4.8.0                    pypi_0    pypi
tzdata                    2023c                h04d1e81_0  
ucrt                      10.0.22621.0         h57928b3_0    conda-forge
urllib3                   2.0.7                    pypi_0    pypi
vc                        14.2                 h21ff451_1  
vc14_runtime              14.36.32532         hdcecf7f_17    conda-forge
vs2015_runtime            14.36.32532         h05e6639_17    conda-forge
werkzeug                  3.0.0                    pypi_0    pypi
wheel                     0.41.2          py310haa95532_0  
winpty                    0.4.3                         4  
wrapt                     1.15.0                   pypi_0    pypi
xz                        5.4.2                h8cc25b3_0  
zlib                      1.2.13               hcfcfb64_5    conda-forge
zlib-wapi                 1.2.13               hcfcfb64_5    conda-forge
zstd                      1.5.5                hd43e919_0  

=============== State File =================
{
  "name": "original",
  "sessions": {
    "1": {
      "timestamp": 1697877991.865224,
      "no_logs": false,
      "loss_names": [
        "total",
        "face_a",
        "face_b"
      ],
      "batchsize": 16,
      "iterations": 1,
      "config": {
        "learning_rate": 5e-05,
        "epsilon_exponent": -7,
        "save_optimizer": "exit",
        "autoclip": false,
        "allow_growth": false,
        "mixed_precision": false,
        "nan_protection": true,
        "convert_batchsize": 16,
        "loss_function": "ssim",
        "loss_function_2": "mse",
        "loss_weight_2": 100,
        "loss_function_3": null,
        "loss_weight_3": 0,
        "loss_function_4": null,
        "loss_weight_4": 0,
        "mask_loss_function": "mse",
        "eye_multiplier": 3,
        "mouth_multiplier": 2
      }
    },
    "2": {
      "timestamp": 1697878118.0827942,
      "no_logs": false,
      "loss_names": [
        "total",
        "face_a",
        "face_b"
      ],
      "batchsize": 16,
      "iterations": 1,
      "config": {
        "learning_rate": 5e-05,
        "epsilon_exponent": -7,
        "save_optimizer": "exit",
        "autoclip": false,
        "allow_growth": false,
        "mixed_precision": false,
        "nan_protection": true,
        "convert_batchsize": 16,
        "loss_function": "ssim",
        "loss_function_2": "mse",
        "loss_weight_2": 100,
        "loss_function_3": null,
        "loss_weight_3": 0,
        "loss_function_4": null,
        "loss_weight_4": 0,
        "mask_loss_function": "mse",
        "eye_multiplier": 3,
        "mouth_multiplier": 2
      }
    },
    "3": {
      "timestamp": 1697878249.7907834,
      "no_logs": false,
      "loss_names": [
        "total",
        "face_a",
        "face_b"
      ],
      "batchsize": 16,
      "iterations": 1,
      "config": {
        "learning_rate": 5e-05,
        "epsilon_exponent": -7,
        "save_optimizer": "exit",
        "autoclip": false,
        "allow_growth": false,
        "mixed_precision": false,
        "nan_protection": true,
        "convert_batchsize": 16,
        "loss_function": "ssim",
        "loss_function_2": "mse",
        "loss_weight_2": 100,
        "loss_function_3": null,
        "loss_weight_3": 0,
        "loss_function_4": null,
        "loss_weight_4": 0,
        "mask_loss_function": "mse",
        "eye_multiplier": 3,
        "mouth_multiplier": 2
      }
    },
    "4": {
      "timestamp": 1697878334.7321162,
      "no_logs": false,
      "loss_names": [
        "total",
        "face_a",
        "face_b"
      ],
      "batchsize": 16,
      "iterations": 1,
      "config": {
        "learning_rate": 5e-05,
        "epsilon_exponent": -7,
        "save_optimizer": "exit",
        "autoclip": false,
        "allow_growth": false,
        "mixed_precision": false,
        "nan_protection": true,
        "convert_batchsize": 16,
        "loss_function": "ssim",
        "loss_function_2": "mse",
        "loss_weight_2": 100,
        "loss_function_3": null,
        "loss_weight_3": 0,
        "loss_function_4": null,
        "loss_weight_4": 0,
        "mask_loss_function": "mse",
        "eye_multiplier": 3,
        "mouth_multiplier": 2
      }
    },
    "5": {
      "timestamp": 1697878582.3180568,
      "no_logs": false,
      "loss_names": [
        "total",
        "face_a",
        "face_b"
      ],
      "batchsize": 16,
      "iterations": 1,
      "config": {
        "learning_rate": 5e-05,
        "epsilon_exponent": -7,
        "save_optimizer": "exit",
        "autoclip": false,
        "allow_growth": false,
        "mixed_precision": false,
        "nan_protection": true,
        "convert_batchsize": 16,
        "loss_function": "ssim",
        "loss_function_2": "mse",
        "loss_weight_2": 100,
        "loss_function_3": null,
        "loss_weight_3": 0,
        "loss_function_4": null,
        "loss_weight_4": 0,
        "mask_loss_function": "mse",
        "eye_multiplier": 3,
        "mouth_multiplier": 2
      }
    }
  },
  "lowest_avg_loss": {
    "a": 0.2728435695171356,
    "b": 0.2819887101650238
  },
  "iterations": 5,
  "mixed_precision_layers": [
    "conv_128_0_conv2d",
    "conv_128_0_leakyrelu",
    "conv_256_0_conv2d",
    "conv_256_0_leakyrelu",
    "conv_512_0_conv2d",
    "conv_512_0_leakyrelu",
    "conv_1024_0_conv2d",
    "conv_1024_0_leakyrelu",
    "flatten",
    "dense",
    "dense_1",
    "reshape",
    "upscale_512_0_conv2d_conv2d",
    "upscale_512_0_conv2d_leakyrelu",
    "upscale_512_0_pixelshuffler",
    "upscale_256_0_conv2d_conv2d",
    "upscale_256_0_conv2d_leakyrelu",
    "upscale_256_0_pixelshuffler",
    "upscale_128_0_conv2d_conv2d",
    "upscale_128_0_conv2d_leakyrelu",
    "upscale_128_0_pixelshuffler",
    "upscale_64_0_conv2d_conv2d",
    "upscale_64_0_conv2d_leakyrelu",
    "upscale_64_0_pixelshuffler",
    "face_out_a_0_conv2d",
    "upscale_256_1_conv2d_conv2d",
    "upscale_256_1_conv2d_leakyrelu",
    "upscale_256_1_pixelshuffler",
    "upscale_128_1_conv2d_conv2d",
    "upscale_128_1_conv2d_leakyrelu",
    "upscale_128_1_pixelshuffler",
    "upscale_64_1_conv2d_conv2d",
    "upscale_64_1_conv2d_leakyrelu",
    "upscale_64_1_pixelshuffler",
    "face_out_b_0_conv2d"
  ],
  "config": {
    "centering": "face",
    "coverage": 87.5,
    "optimizer": "adam",
    "learning_rate": 5e-05,
    "epsilon_exponent": -7,
    "save_optimizer": "exit",
    "lr_finder_iterations": 1000,
    "lr_finder_mode": "set",
    "lr_finder_strength": "default",
    "autoclip": false,
    "allow_growth": false,
    "mixed_precision": false,
    "nan_protection": true,
    "convert_batchsize": 16,
    "loss_function": "ssim",
    "loss_function_2": "mse",
    "loss_weight_2": 100,
    "loss_function_3": null,
    "loss_weight_3": 0,
    "loss_function_4": null,
    "loss_weight_4": 0,
    "mask_loss_function": "mse",
    "eye_multiplier": 3,
    "mouth_multiplier": 2,
    "penalized_mask_loss": true,
    "mask_type": "extended",
    "mask_blur_kernel": 3,
    "mask_threshold": 4,
    "learn_mask": false,
    "lowmem": false
  }
}

================= Configs ==================
--------- .faceswap ---------
backend:                  nvidia

--------- convert.ini ---------

[color.color_transfer]
clip:                     True
preserve_paper:           True

[color.manual_balance]
colorspace:               HSV
balance_1:                0.0
balance_2:                0.0
balance_3:                0.0
contrast:                 0.0
brightness:               0.0

[color.match_hist]
threshold:                99.0

[mask.mask_blend]
type:                     normalized
kernel_size:              3
passes:                   4
threshold:                4
erosion:                  0.0
erosion_top:              0.0
erosion_bottom:           0.0
erosion_left:             0.0
erosion_right:            0.0

[scaling.sharpen]
method:                   none
amount:                   150
radius:                   0.3
threshold:                5.0

[writer.ffmpeg]
container:                mp4
codec:                    libx264
crf:                      23
preset:                   medium
tune:                     none
profile:                  auto
level:                    auto
skip_mux:                 False

[writer.gif]
fps:                      25
loop:                     0
palettesize:              256
subrectangles:            False

[writer.opencv]
format:                   png
draw_transparent:         False
separate_mask:            False
jpg_quality:              75
png_compress_level:       3

[writer.patch]
start_index:              0
index_offset:             0
number_padding:           6
include_filename:         True
face_index_location:      before
origin:                   bottom-left
empty_frames:             blank
json_output:              False
separate_mask:            False
bit_depth:                16
format:                   png
png_compress_level:       3
tiff_compression_method:  lzw

[writer.pillow]
format:                   png
draw_transparent:         False
separate_mask:            False
optimize:                 False
gif_interlace:            True
jpg_quality:              75
png_compress_level:       3
tif_compression:          tiff_deflate

--------- extract.ini ---------

[global]
allow_growth:             False
aligner_min_scale:        0.07
aligner_max_scale:        2.0
aligner_distance:         22.5
aligner_roll:             45.0
aligner_features:         True
filter_refeed:            True
save_filtered:            False
realign_refeeds:          True
filter_realign:           True

[align.fan]
batch-size:               12

[detect.cv2_dnn]
confidence:               50

[detect.mtcnn]
minsize:                  20
scalefactor:              0.709
batch-size:               8
cpu:                      True
threshold_1:              0.6
threshold_2:              0.7
threshold_3:              0.7

[detect.s3fd]
confidence:               70
batch-size:               4

[mask.bisenet_fp]
batch-size:               8
cpu:                      False
weights:                  faceswap
include_ears:             False
include_hair:             False
include_glasses:          True

[mask.custom]
batch-size:               8
centering:                face
fill:                     False

[mask.unet_dfl]
batch-size:               8

[mask.vgg_clear]
batch-size:               6

[mask.vgg_obstructed]
batch-size:               2

[recognition.vgg_face2]
batch-size:               16
cpu:                      False

--------- gui.ini ---------

[global]
fullscreen:               False
tab:                      extract
options_panel_width:      30
console_panel_height:     20
icon_size:                14
font:                     default
font_size:                9
autosave_last_session:    prompt
timeout:                  120
auto_load_model_stats:    True

--------- train.ini ---------

[global]
centering:                face
coverage:                 87.5
icnr_init:                False
conv_aware_init:          False
optimizer:                adam
learning_rate:            5e-05
epsilon_exponent:         -7
save_optimizer:           exit
lr_finder_iterations:     1000
lr_finder_mode:           set
lr_finder_strength:       default
autoclip:                 False
reflect_padding:          False
allow_growth:             False
mixed_precision:          False
nan_protection:           True
convert_batchsize:        16

[global.loss]
loss_function:            ssim
loss_function_2:          mse
loss_weight_2:            100
loss_function_3:          none
loss_weight_3:            0
loss_function_4:          none
loss_weight_4:            0
mask_loss_function:       mse
eye_multiplier:           3
mouth_multiplier:         2
penalized_mask_loss:      True
mask_type:                extended
mask_blur_kernel:         3
mask_threshold:           4
learn_mask:               False

[model.dfaker]
output_size:              128

[model.dfl_h128]
lowmem:                   False

[model.dfl_sae]
input_size:               128
architecture:             df
autoencoder_dims:         0
encoder_dims:             42
decoder_dims:             21
multiscale_decoder:       False

[model.dlight]
features:                 best
details:                  good
output_size:              256

[model.original]
lowmem:                   False

[model.phaze_a]
output_size:              128
shared_fc:                none
enable_gblock:            True
split_fc:                 True
split_gblock:             False
split_decoders:           False
enc_architecture:         fs_original
enc_scaling:              7
enc_load_weights:         True
bottleneck_type:          dense
bottleneck_norm:          none
bottleneck_size:          1024
bottleneck_in_encoder:    True
fc_depth:                 1
fc_min_filters:           1024
fc_max_filters:           1024
fc_dimensions:            4
fc_filter_slope:          -0.5
fc_dropout:               0.0
fc_upsampler:             upsample2d
fc_upsamples:             1
fc_upsample_filters:      512
fc_gblock_depth:          3
fc_gblock_min_nodes:      512
fc_gblock_max_nodes:      512
fc_gblock_filter_slope:   -0.5
fc_gblock_dropout:        0.0
dec_upscale_method:       subpixel
dec_upscales_in_fc:       0
dec_norm:                 none
dec_min_filters:          64
dec_max_filters:          512
dec_slope_mode:           full
dec_filter_slope:         -0.45
dec_res_blocks:           1
dec_output_kernel:        5
dec_gaussian:             True
dec_skip_last_residual:   True
freeze_layers:            keras_encoder
load_layers:              encoder
fs_original_depth:        4
fs_original_min_filters:  128
fs_original_max_filters:  1024
fs_original_use_alt:      False
mobilenet_width:          1.0
mobilenet_depth:          1
mobilenet_dropout:        0.001
mobilenet_minimalistic:   False

[model.realface]
input_size:               64
output_size:              128
dense_nodes:              1536
complexity_encoder:       128
complexity_decoder:       512

[model.unbalanced]
input_size:               128
lowmem:                   False
nodes:                    1024
complexity_encoder:       128
complexity_decoder_a:     384
complexity_decoder_b:     512

[model.villain]
lowmem:                   False

[trainer.original]
preview_images:           14
mask_opacity:             30
mask_color:               #ff0000
zoom_amount:              5
rotation_range:           10
shift_range:              5
flip_chance:              50
color_lightness:          30
color_ab:                 8
color_clahe_chance:       50
color_clahe_max_size:     4
Last edited by torzdf on Fri Mar 22, 2024 12:08 pm, edited 2 times in total.
User avatar
torzdf
Posts: 2667
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Re: HELP!Trainging wont Run, Caught exception in thread: '_training'

Post by torzdf »

Are all of your training images the same size, and generated from the Faceswap extraction process?

My word is final

User avatar
hyln
Posts: 1
Joined: Thu Mar 21, 2024 11:40 pm
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Training error

Post by hyln »

Once I start a training, I got below error from my crash report, how can I fix it :cry: :cry: :cry:

Code: Select all

03/22/2024 00:59:33 MainProcess     _training                      train           _load_trainer                  DEBUG    Loaded Trainer
03/22/2024 00:59:33 MainProcess     _training                      train           _run_training_cycle            DEBUG    Running Training Cycle
03/22/2024 00:59:34 MainProcess     _training                      api             converted_call                 DEBUG    Processing loss function: (func: <tensorflow.python.keras.engine.compile_utils.LossesContainer object at 0x00000173495D09D0>, weight: 1.0, mask_channel: 3)
03/22/2024 00:59:35 MainProcess     _training                      api             converted_call                 DEBUG    Applying mask from channel 3
03/22/2024 00:59:35 MainProcess     _training                      api             converted_call                 DEBUG    Processing loss function: (func: <tensorflow.python.keras.engine.compile_utils.LossesContainer object at 0x000001734C5DAB30>, weight: 3.0, mask_channel: 4)
03/22/2024 00:59:35 MainProcess     _training                      api             converted_call                 DEBUG    Applying mask from channel 4
03/22/2024 00:59:35 MainProcess     _training                      api             converted_call                 DEBUG    Processing loss function: (func: <tensorflow.python.keras.engine.compile_utils.LossesContainer object at 0x000001734C5DA5C0>, weight: 2.0, mask_channel: 5)
03/22/2024 00:59:35 MainProcess     _training                      api             converted_call                 DEBUG    Applying mask from channel 5
03/22/2024 00:59:35 MainProcess     _training                      api             converted_call                 DEBUG    Processing loss function: (func: <tensorflow.python.keras.engine.compile_utils.LossesContainer object at 0x000001734C5D86D0>, weight: 1.0, mask_channel: 3)
03/22/2024 00:59:35 MainProcess     _training                      api             converted_call                 DEBUG    Applying mask from channel 3
03/22/2024 00:59:35 MainProcess     _training                      api             converted_call                 DEBUG    Processing loss function: (func: <tensorflow.python.keras.engine.compile_utils.LossesContainer object at 0x000001734C5DBA00>, weight: 3.0, mask_channel: 4)
03/22/2024 00:59:35 MainProcess     _training                      api             converted_call                 DEBUG    Applying mask from channel 4
03/22/2024 00:59:35 MainProcess     _training                      api             converted_call                 DEBUG    Processing loss function: (func: <tensorflow.python.keras.engine.compile_utils.LossesContainer object at 0x000001734C5DBBE0>, weight: 2.0, mask_channel: 5)
03/22/2024 00:59:35 MainProcess     _training                      api             converted_call                 DEBUG    Applying mask from channel 5
03/22/2024 00:59:35 MainProcess     _training                      api             converted_call                 DEBUG    Processing loss function: (func: <tensorflow.python.keras.engine.compile_utils.LossesContainer object at 0x000001734C5DA200>, weight: 1.0, mask_channel: 3)
03/22/2024 00:59:35 MainProcess     _training                      api             converted_call                 DEBUG    Applying mask from channel 3
03/22/2024 00:59:35 MainProcess     _training                      api             converted_call                 DEBUG    Processing loss function: (func: <tensorflow.python.keras.engine.compile_utils.LossesContainer object at 0x000001734C5DA7A0>, weight: 3.0, mask_channel: 4)
03/22/2024 00:59:35 MainProcess     _training                      api             converted_call                 DEBUG    Applying mask from channel 4
03/22/2024 00:59:35 MainProcess     _training                      api             converted_call                 DEBUG    Processing loss function: (func: <tensorflow.python.keras.engine.compile_utils.LossesContainer object at 0x000001734C5DA2F0>, weight: 2.0, mask_channel: 5)
03/22/2024 00:59:35 MainProcess     _training                      api             converted_call                 DEBUG    Applying mask from channel 5
03/22/2024 00:59:35 MainProcess     _training                      api             converted_call                 DEBUG    Processing loss function: (func: <tensorflow.python.keras.engine.compile_utils.LossesContainer object at 0x000001734C5DA5F0>, weight: 1.0, mask_channel: 3)
03/22/2024 00:59:35 MainProcess     _training                      api             converted_call                 DEBUG    Applying mask from channel 3
03/22/2024 00:59:35 MainProcess     _training                      api             converted_call                 DEBUG    Processing loss function: (func: <tensorflow.python.keras.engine.compile_utils.LossesContainer object at 0x000001734C5D8FA0>, weight: 3.0, mask_channel: 4)
03/22/2024 00:59:35 MainProcess     _training                      api             converted_call                 DEBUG    Applying mask from channel 4
03/22/2024 00:59:35 MainProcess     _training                      api             converted_call                 DEBUG    Processing loss function: (func: <tensorflow.python.keras.engine.compile_utils.LossesContainer object at 0x000001734C5DB550>, weight: 2.0, mask_channel: 5)
03/22/2024 00:59:35 MainProcess     _training                      api             converted_call                 DEBUG    Applying mask from channel 5
03/22/2024 00:59:36 MainProcess     _training                      api             converted_call                 DEBUG    Processing loss function: (func: <tensorflow.python.keras.engine.compile_utils.LossesContainer object at 0x00000173495D09D0>, weight: 1.0, mask_channel: 3)
03/22/2024 00:59:36 MainProcess     _training                      api             converted_call                 DEBUG    Applying mask from channel 3
03/22/2024 00:59:36 MainProcess     _training                      api             converted_call                 DEBUG    Processing loss function: (func: <tensorflow.python.keras.engine.compile_utils.LossesContainer object at 0x000001734C5DAB30>, weight: 3.0, mask_channel: 4)
03/22/2024 00:59:36 MainProcess     _training                      api             converted_call                 DEBUG    Applying mask from channel 4
03/22/2024 00:59:36 MainProcess     _training                      api             converted_call                 DEBUG    Processing loss function: (func: <tensorflow.python.keras.engine.compile_utils.LossesContainer object at 0x000001734C5DA5C0>, weight: 2.0, mask_channel: 5)
03/22/2024 00:59:36 MainProcess     _training                      api             converted_call                 DEBUG    Applying mask from channel 5
03/22/2024 00:59:36 MainProcess     _training                      api             converted_call                 DEBUG    Processing loss function: (func: <tensorflow.python.keras.engine.compile_utils.LossesContainer object at 0x000001734C5D86D0>, weight: 1.0, mask_channel: 3)
03/22/2024 00:59:36 MainProcess     _training                      api             converted_call                 DEBUG    Applying mask from channel 3
03/22/2024 00:59:36 MainProcess     _training                      api             converted_call                 DEBUG    Processing loss function: (func: <tensorflow.python.keras.engine.compile_utils.LossesContainer object at 0x000001734C5DBA00>, weight: 3.0, mask_channel: 4)
03/22/2024 00:59:36 MainProcess     _training                      api             converted_call                 DEBUG    Applying mask from channel 4
03/22/2024 00:59:36 MainProcess     _training                      api             converted_call                 DEBUG    Processing loss function: (func: <tensorflow.python.keras.engine.compile_utils.LossesContainer object at 0x000001734C5DBBE0>, weight: 2.0, mask_channel: 5)
03/22/2024 00:59:36 MainProcess     _training                      api             converted_call                 DEBUG    Applying mask from channel 5
03/22/2024 00:59:36 MainProcess     _training                      api             converted_call                 DEBUG    Processing loss function: (func: <tensorflow.python.keras.engine.compile_utils.LossesContainer object at 0x000001734C5DA200>, weight: 1.0, mask_channel: 3)
03/22/2024 00:59:36 MainProcess     _training                      api             converted_call                 DEBUG    Applying mask from channel 3
03/22/2024 00:59:36 MainProcess     _training                      api             converted_call                 DEBUG    Processing loss function: (func: <tensorflow.python.keras.engine.compile_utils.LossesContainer object at 0x000001734C5DA7A0>, weight: 3.0, mask_channel: 4)
03/22/2024 00:59:36 MainProcess     _training                      api             converted_call                 DEBUG    Applying mask from channel 4
03/22/2024 00:59:36 MainProcess     _training                      api             converted_call                 DEBUG    Processing loss function: (func: <tensorflow.python.keras.engine.compile_utils.LossesContainer object at 0x000001734C5DA2F0>, weight: 2.0, mask_channel: 5)
03/22/2024 00:59:36 MainProcess     _training                      api             converted_call                 DEBUG    Applying mask from channel 5
03/22/2024 00:59:36 MainProcess     _training                      api             converted_call                 DEBUG    Processing loss function: (func: <tensorflow.python.keras.engine.compile_utils.LossesContainer object at 0x000001734C5DA5F0>, weight: 1.0, mask_channel: 3)
03/22/2024 00:59:36 MainProcess     _training                      api             converted_call                 DEBUG    Applying mask from channel 3
03/22/2024 00:59:36 MainProcess     _training                      api             converted_call                 DEBUG    Processing loss function: (func: <tensorflow.python.keras.engine.compile_utils.LossesContainer object at 0x000001734C5D8FA0>, weight: 3.0, mask_channel: 4)
03/22/2024 00:59:36 MainProcess     _training                      api             converted_call                 DEBUG    Applying mask from channel 4
03/22/2024 00:59:36 MainProcess     _training                      api             converted_call                 DEBUG    Processing loss function: (func: <tensorflow.python.keras.engine.compile_utils.LossesContainer object at 0x000001734C5DB550>, weight: 2.0, mask_channel: 5)
03/22/2024 00:59:36 MainProcess     _training                      api             converted_call                 DEBUG    Applying mask from channel 5
03/22/2024 00:59:38 MainProcess     _training                      _base           output_timelapse               DEBUG    Ouputting time-lapse
03/22/2024 00:59:38 MainProcess     _training                      _base           _setup                         DEBUG    Setting up time-lapse
03/22/2024 00:59:38 MainProcess     _training                      _base           _setup                         DEBUG    Time-lapse output set to 'C:\New folder\D'
03/22/2024 00:59:38 MainProcess     _training                      utils           get_image_paths                DEBUG    Scanned Folder contains 17781 files
03/22/2024 00:59:38 MainProcess     _training                      utils           get_image_paths                DEBUG    Returning 17781 images
03/22/2024 00:59:38 MainProcess     _training                      utils           get_image_paths                DEBUG    Scanned Folder contains 5748 files
03/22/2024 00:59:38 MainProcess     _training                      utils           get_image_paths                DEBUG    Returning 5748 images
03/22/2024 00:59:38 MainProcess     _training                      generator       set_timelapse_feed             DEBUG    Setting time-lapse feed: (input_images: '{'a': ['C:\\New folder\\A\\A_000001_0.png', 'C:\\New folder\\A\\A_000001_1.png', 'C:\\New folder\\A\\A_000001_2.png', 'C:\\New folder\\A\\A_000002_0.png', 'C:\\New folder\\A\\A_000002_1.png', 'C:\\New folder\\A\\A_000002_2.png', 'C:\\New folder\\A\\A_000003_0.png', 'C:\\New folder\\A\\A_000003_1.png', 'C:\\New folder\\A\\A_000003_2.png', 'C:\\New folder\\A\\A_000004_0.png', 'C:\\New folder\\A\\A_000004_1.png', 'C:\\New folder\\A\\A_000004_2.png', 'C:\\New folder\\A\\A_000005_0.png', 'C:\\New folder\\A\\A_000005_1.png', 'C:\\New folder\\A\\A_000005_2.png', 'C:\\New folder\\A\\A_000006_0.png', 'C:\\New folder\\A\\A_000006_1.png', 'C:\\New folder\\A\\A_000006_2.png', 'C:\\New folder\\A\\A_000007_0.png', 'C:\\New folder\\A\\A_000007_1.png', 'C:\\New folder\\A\\A_000007_2.png', 'C:\\New folder\\A\\A_000008_0.png', 'C:\\New folder\\A\\A_000008_1.png', 'C:\\New folder\\A\\A_000008_2.png', 'C:\\New folder\\A\\A_000009_0.png', 'C:\\New folder\\A\\A_000009_1.png', 'C:\\New folder\\A\\A_000009_2.png', 'C:\\New folder\\A\\A_000010_0.png', 'C:\\New folder\\A\\A_000010_1.png', 'C:\\New folder\\A\\A_000010_2.png', 'C:\\New folder\\A\\A_000011_0.png', 'C:\\New folder\\A\\A_000011_1.png', 'C:\\New folder\\A\\A_000011_2.png', 'C:\\New folder\\A\\A_000012_0.png', 'C:\\New folder\\A\\A_000012_1.png', 'C:\\New folder\\A\\A_000012_2.png', 'C:\\New folder\\A\\A_000013_0.png', 'C:\\New folder\\A\\A_000013_1.png', 'C:\\New folder\\A\\A_000013_2.png', 'C:\\New folder\\A\\A_000014_0.png', 'C:\\New folder\\A\\A_000014_1.png', 'C:\\New folder\\A\\A_000014_2.png', 'C:\\New folder\\A\\A_000015_0.png', 'C:\\New folder\\A\\A_000015_1.png', 'C:\\New folder\\A\\A_000015_2.png', 'C:\\New folder\\A\\A_000016_0.png', 'C:\\New folder\\A\\A_000016_1.png', 'C:\\New folder\\A\\A_000016_2.png', 'C:\\New folder\\A\\A_000017_0.png', 'C:\\New folder\\A\\A_000017_1.png', 'C:\\New folder\\A\\A_000017_2.png', 'C:\\New folder\\A\\A_000018_0.png', 'C:\\New folder\\A\\A_000018_1.png', 'C:\\New folder\\A\\A_000018_2.png', 'C:\\New folder\\A\\A_000019_0.png', 'C:\\New folder\\A\\A_000019_1.png', 'C:\\New folder\\A\\A_000019_2.png', 'C:\\New folder\\A\\A_000020_0.png', 'C:\\New folder\\A\\A_000020_1.png', 'C:\\New folder\\A\\A_000020_2.png', 'C:\\New folder\\A\\A_000021_0.png', 'C:\\New folder\\A\\A_000021_1.png', 'C:\\New folder\\A\\A_000021_2.png', 'C:\\New folder\\A\\A_000022_0.png', 'C:\\New folder\\A\\A_000022_1.png', 'C:\\New folder\\A\\A_000022_2.png', 'C:\\New folder\\A\\A_000023_0.png', 'C:\\New folder\\A\\A_000023_1.png', 'C:\\New folder\\A\\A_000023_2.png', 'C:\\New folder\\A\\A_000024_0.png', 'C:\\New folder\\A\\A_000024_1.png', 'C:\\New folder\\A\\A_000024_2.png', 'C:\\New folder\\A\\A_000025_0.png', 'C:\\New folder\\A\\A_000025_1.png', 'C:\\New folder\\A\\A_000025_2.png', 'C:\\New folder\\A\\A_000026_0.png', 'C:\\New folder\\A\\A_000026_1.png', 'C:\\New folder\\A\\A_000026_2.png', 'C:\\New folder\\A\\A_000027_0.png', 'C:\\New folder\\A\\A_000027_1.png', 'C:\\New folder\\A\\A_000027_2.png', 'C:\\New folder\\A\\A_000028_0.png', 'C:\\New folder\\A\\A_000028_1.png', 'C:\\New folder\\A\\A_000028_2.png', 'C:\\New folder\\A\\A_000029_0.png', 'C:\\New folder\\A\\A_000029_1.png', 'C:\\New folder\\A\\A_000029_2.png', 'C:\\New folder\\A\\A_000030_0.png', 'C:\\New folder\\A\\A_000030_1.png', 'C:\\New folder\\A\\A_000030_2.png', 'C:\\New folder\\A\\A_000031_0.png', 'C:\\New folder\\A\\A_000031_1.png', 'C:\\New folder\\A\\A_000031_2.png', 'C:\\New folder\\A\\A_000032_0.png', 'C:\\New folder\\A\\A_000032_1.png', 'C:\\New folder\\A\\A_000032_2.png', 'C:\\New folder\\A\\A_000033_0.png', 'C:\\New folder\\A\\A_000033_1.png', 'C:\\New folder\\A\\A_000033_2.png', 'C:\\New folder\\A\\A_000034_0.png', 'C:\\New folder\\A\\A_000034_1.png', 'C:\\New folder\\A\\A_000034_2.png', 'C:\\New folder\\A\\A_000035_0.png', 'C:\\New folder\\A\\A_000035_1.png', 'C:\\New folder\\A\\A_000035_2.png', 'C:\\New folder\\A\\A_000036_0.png', 'C:\\New folder\\A\\A_000036_1.png', 'C:\\New folder\\A\\A_000036_2.png', 'C:\\New folder\\A\\A_000037_0.png', 'C:\\New folder\\A\\A_000037_1.png', 'C:\\New folder\\A\\A_000037_2.png', 'C:\\New folder\\A\\A_000038_0.png', 'C:\\New folder\\A\\A_000038_1.png', 'C:\\New folder\\A\\A_000038_2.png', 'C:\\New folder\\A\\A_000039_0.png', 'C:\\New folder\\A\\A_000039_1.png', 'C:\\New folder\\A\\A_000039_2.png', 'C:\\New folder\\A\\A_000040_0.png', 'C:\\New folder\\A\\A_000040_1.png', 'C:\\New folder\\A\\A_000040_2.png', 'C:\\New folder\\A\\A_000041_0.png', 'C:\\New folder\\A\\A_000041_1.png', 'C:\\New folder\\A\\A_000041_2.png', 'C:\\New folder\\A\\A_000042_0.png', 'C:\\New folder\\A\\A_000042_1.png', 'C:\\New folder\\A\\A_000042_2.png', 'C:\\New folder\\A\\A_000043_0.png', 'C:\\New folder\\A\\A_000043_1.png', 'C:\\New folder\\A\\A_000043_2.png', 'C:\\New folder\\A\\A_000044_0.png', 'C:\\New folder\\A\\A_000044_1.png', 'C:\\New folder\\A\\A_000044_2.png', 'C:\\New folder\\A\\A_000045_0.png', 'C:\\New folder\\A\\A_000045_1.png', 'C:\\New folder\\A\\A_000045_2.png', 'C:\\New folder\\A\\A_000046_0.png', 'C:\\New folder\\A\\A_000046_1.png', 'C:\\New folder\\A\\A_000046_2.png', 'C:\\New folder\\A\\A_000047_0.png', 'C:\\New folder\\A\\A_000047_1.png', 'C:\\New folder\\A\\A_000047_2.png', 'C:\\New folder\\A\\A_000048_0.png', 'C:\\New folder\\A\\A_000048_1.png', 'C:\\New folder\\A\\A_000048_2.png', 'C:\\New folder\\A\\A_000049_0.png', 'C:\\New folder\\A\\A_000049_1.png', 'C:\\New folder\\A\\A_000049_2.png', 'C:\\New folder\\A\\A_000050_0.png', 'C:\\New folder\\A\\A_000050_1.png', 'C:\\New folder\\A\\A_000050_2.png', 'C:\\New folder\\A\\A_000051_0.png', 'C:\\New folder\\A\\A_000051_1.png', 'C:\\New folder\\A\\A_000051_2.png', 'C:\\New folder\\A\\A_000052_0.png', 'C:\\New folder\\A\\A_000052_1.png', 'C:\\New folder\\A\\A_000052_2.png', 'C:\\New folder\\A\\A_000053_0.png', 'C:\\New folder\\A\\A_000053_1.png', 'C:\\New folder\\A\\A_000053_2.png', 'C:\\New folder\\A\\A_000054_0.png', 'C:\\New folder\\A\\A_000054_1.png', 'C:\\New folder\\A\\A_000054_2.png', 'C:\\New folder\\A\\A_000055_0.png', 'C:\\New folder\\A\\A_000055_1.png', 'C:\\New folder\\A\\A_000055_2.png', 'C:\\New folder\\A\\A_000056_0.png', 'C:\\New folder\\A\\A_000056_1.png', 'C:\\New folder\\A\\A_000056_2.png', 'C:\\New folder\\A\\A_000057_0.png', 'C:\\New folder\\A\\A_000057_1.png', 'C:\\New folder\\A\\A_000057_2.png', 'C:\\New folder\\A\\A_000058_0.png', 'C:\\New folder\\A\\A_000058_1.png', 'C:\\New folder\\A\\A_000058_2.png', 'C:\\New folder\\A\\A_000059_0.png', 'C:\\New folder\\A\\A_000059_1.png', 'C:\\New folder\\A\\A_000059_2.png', 'C:\\New folder\\A\\A_000060_0.png', 'C:\\New folder\\A\\A_000060_1.png', 'C:\\New folder\\A\\A_000060_2.png', 'C:\\New folder\\A\\A_000061_0.png', 'C:\\New folder\\A\\A_000061_1.png', 'C:\\New folder\\A\\A_000061_2.png', 'C:\\New folder\\A\\A_000062_0.png', 'C:\\New folder\\A\\A_000062_1.png', 'C:\\New folder\\A\\A_000062_2.png', 'C:\\New folder\\A\\A_000063_0.png', 'C:\\New folder\\A\\A_000063_1.png', 'C:\\New folder\\A\\A_000063_2.png', 'C:\\New folder\\A\\A_000064_0.png', 'C:\\New folder\\A\\A_000064_1.png', 'C:\\New folder\\A\\A_000064_2.png', 'C:\\New folder\\A\\A_000065_0.png', 'C:\\New folder\\A\\A_000065_1.png', 'C:\\New folder\\A\\A_000065_2.png', 'C:\\New folder\\A\\A_000066_0.png', 'C:\\New folder\\A\\A_000066_1.png', 'C:\\New folder\\A\\A_000066_2.png', 'C:\\New folder\\A\\A_000067_0.png', 'C:\\New folder\\A\\A_000067_1.png', 'C:\\New folder\\A\\A_000067_2.png', 'C:\\New folder\\A\\A_000068_0.png', 'C:\\New folder\\A\\A_000068_1.png', 'C:\\New folder\\A\\A_000068_2.png', 'C:\\New folder\\A\\A_000069_0.png', 'C:\\New folder\\A\\A_000069_1.png', 'C:\\New folder\\A\\A_000069_2.png', 'C:\\New folder\\A\\A_000070_0.png', 'C:\\New folder\\A\\A_000070_1.png', 'C:\\New folder\\A\\A_000070_2.png', 'C:\\New folder\\A\\A_000071_0.png', 'C:\\New folder\\A\\A_000071_1.png', 'C:\\New folder\\A\\A_000071_2.png', 'C:\\New folder\\A\\A_000072_0.png', 'C:\\New folder\\A\\A_000072_1.png', 'C:\\New folder\\A\\A_000072_2.png', 'C:\\New folder\\A\\A_000073_0.png', 'C:\\New folder\\A\\A_000073_1.png', 'C:\\New folder\\A\\A_000073_2.png', 'C:\\New folder\\A\\A_000074_0.png', 'C:\\New folder\\A\\A_000074_1.png', 'C:\\New folder\\A\\A_000074_2.png', 'C:\\New folder\\A\\A_000075_0.png', 'C:\\New folder\\A\\A_000075_1.png', 'C:\\New folder\\A\\A_000075_2.png', 'C:\\New folder\\A\\A_000076_0.png', 'C:\\New folder\\A\\A_000076_1.png', 'C:\\New folder\\A\\A_000076_2.png', 'C:\\New folder\\A\\A_000077_0.png', 'C:\\New folder\\A\\A_000077_1.png', 'C:\\New folder\\A\\A_000077_2.png', 'C:\\New folder\\A\\A_000078_0.png', 'C:\\New folder\\A\\A_000078_1.png', 'C:\\New folder\\A\\A_000078_2.png', 'C:\\New folder\\A\\A_000079_0.png', 'C:\\New folder\\A\\A_000079_1.png', 'C:\\New folder\\A\\A_000079_2.png', 'C:\\New folder\\A\\A_000080_0.png', 'C:\\New 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folder\\B\\RPReplay_Final1711030851_002024_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002025_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002026_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002027_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002028_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002029_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002030_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002031_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002032_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002033_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002034_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002035_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002036_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002037_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002038_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002039_0.png', 'C:\\New 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folder\\B\\RPReplay_Final1711030851_002056_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002057_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002058_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002059_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002060_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002061_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002062_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002063_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002064_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002065_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002066_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002067_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002068_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002069_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002070_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002071_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002072_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002073_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002074_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002075_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002076_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002077_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002078_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002079_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002080_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002081_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002082_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002083_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002084_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002085_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002086_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002087_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002088_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002089_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002090_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002091_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002092_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002093_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002094_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002095_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002096_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002097_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002098_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002099_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002100_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002101_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002102_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002103_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002104_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002105_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002106_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002107_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002108_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002109_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002110_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002111_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002112_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002113_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002114_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002115_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002116_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002117_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002118_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002119_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002120_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002121_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002122_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002123_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002124_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002125_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002126_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002127_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002128_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002129_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002130_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002131_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002132_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002133_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002134_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002135_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002136_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002137_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002138_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002139_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002140_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002141_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002142_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002143_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002144_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002145_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002146_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002147_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002148_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002149_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002150_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002151_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002152_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002153_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002154_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002155_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002156_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002157_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002158_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002159_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002160_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002161_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002162_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002163_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002164_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002165_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002166_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002167_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002168_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002169_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002170_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002171_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002172_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002173_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002174_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002175_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002176_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002177_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002178_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002179_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002180_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002181_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002182_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002183_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002184_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002185_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002186_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002187_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002188_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002189_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002190_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002191_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002192_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002193_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002194_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002195_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002196_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002197_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002198_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002199_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002200_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002201_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002202_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002203_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002204_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002205_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002206_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002207_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002208_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002209_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002210_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002211_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002212_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002213_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002214_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002215_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002216_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002217_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002218_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002219_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002220_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002221_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002222_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002223_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002224_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002225_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002226_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002227_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002228_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002229_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002230_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002231_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002232_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002233_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002234_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002235_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002236_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002237_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002238_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002239_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002240_0.png', 'C:\\New folder\\B\\RPReplay_Final1711030851_002241_0.png']}', batch_size: 14)
03/22/2024 00:59:38 MainProcess     _training                      generator       set_timelapse_feed             DEBUG    Setting preview feed: (side: 'a', images: 17781)
03/22/2024 00:59:38 MainProcess     _training                      generator       _load_generator                DEBUG    Loading generator, side: a, is_display: True,  batch_size: 14
03/22/2024 00:59:38 MainProcess     _training                      generator       __init__                       DEBUG    Initializing PreviewDataGenerator: (model: original, side: a, images: 17781 , batch_size: 14, config: {'centering': 'face', 'coverage': 87.5, 'icnr_init': False, 'conv_aware_init': False, 'optimizer': 'adam', 'learning_rate': 5e-05, 'epsilon_exponent': -7, 'save_optimizer': 'exit', 'lr_finder_iterations': 1000, 'lr_finder_mode': 'set', 'lr_finder_strength': 'default', 'autoclip': False, 'reflect_padding': False, 'allow_growth': False, 'mixed_precision': False, 'nan_protection': True, 'convert_batchsize': 16, 'loss_function': 'ssim', 'loss_function_2': 'mse', 'loss_weight_2': 100, 'loss_function_3': None, 'loss_weight_3': 0, 'loss_function_4': None, 'loss_weight_4': 0, 'mask_loss_function': 'mse', 'eye_multiplier': 3, 'mouth_multiplier': 2, 'penalized_mask_loss': True, 'mask_type': 'extended', 'mask_blur_kernel': 3, 'mask_threshold': 4, 'learn_mask': False, 'preview_images': 14, 'mask_opacity': 30, 'mask_color': '#ff0000', 'zoom_amount': 5, 'rotation_range': 10, 'shift_range': 5, 'flip_chance': 50, 'color_lightness': 30, 'color_ab': 8, 'color_clahe_chance': 50, 'color_clahe_max_size': 4})
03/22/2024 00:59:38 MainProcess     _training                      generator       _get_output_sizes              DEBUG    side: a, model output shapes: [(None, 64, 64, 3), (None, 64, 64, 3)], output sizes: [64]
03/22/2024 00:59:38 MainProcess     _training                      cache           __init__                       DEBUG    Initializing: RingBuffer (batch_size: 14, image_shape: (64, 64, 6), buffer_size: 2, dtype: uint8
03/22/2024 00:59:38 MainProcess     _training                      cache           __init__                       DEBUG    Initialized: RingBuffer
03/22/2024 00:59:38 MainProcess     _training                      generator       __init__                       DEBUG    Initialized PreviewDataGenerator
03/22/2024 00:59:38 MainProcess     _training                      generator       minibatch_ab                   DEBUG    do_shuffle: False
03/22/2024 00:59:38 MainProcess     _training                      multithreading  __init__                       DEBUG    Initializing BackgroundGenerator: (target: '_run_3', thread_count: 1)
03/22/2024 00:59:38 MainProcess     _training                      multithreading  __init__                       DEBUG    Initialized BackgroundGenerator: '_run_3'
03/22/2024 00:59:38 MainProcess     _training                      multithreading  start                          DEBUG    Starting thread(s): '_run_3'
03/22/2024 00:59:38 MainProcess     _training                      multithreading  start                          DEBUG    Starting thread 1 of 1: '_run_3'
03/22/2024 00:59:38 MainProcess     _run_3                         generator       _minibatch                     DEBUG    Loading minibatch generator: (image_count: 17781, do_shuffle: False)
03/22/2024 00:59:38 MainProcess     _training                      multithreading  start                          DEBUG    Started all threads '_run_3': 1
03/22/2024 00:59:38 MainProcess     _training                      generator       set_timelapse_feed             DEBUG    Setting preview feed: (side: 'b', images: 5748)
03/22/2024 00:59:38 MainProcess     _training                      generator       _load_generator                DEBUG    Loading generator, side: b, is_display: True,  batch_size: 14
03/22/2024 00:59:38 MainProcess     _training                      generator       __init__                       DEBUG    Initializing PreviewDataGenerator: (model: original, side: b, images: 5748 , batch_size: 14, config: {'centering': 'face', 'coverage': 87.5, 'icnr_init': False, 'conv_aware_init': False, 'optimizer': 'adam', 'learning_rate': 5e-05, 'epsilon_exponent': -7, 'save_optimizer': 'exit', 'lr_finder_iterations': 1000, 'lr_finder_mode': 'set', 'lr_finder_strength': 'default', 'autoclip': False, 'reflect_padding': False, 'allow_growth': False, 'mixed_precision': False, 'nan_protection': True, 'convert_batchsize': 16, 'loss_function': 'ssim', 'loss_function_2': 'mse', 'loss_weight_2': 100, 'loss_function_3': None, 'loss_weight_3': 0, 'loss_function_4': None, 'loss_weight_4': 0, 'mask_loss_function': 'mse', 'eye_multiplier': 3, 'mouth_multiplier': 2, 'penalized_mask_loss': True, 'mask_type': 'extended', 'mask_blur_kernel': 3, 'mask_threshold': 4, 'learn_mask': False, 'preview_images': 14, 'mask_opacity': 30, 'mask_color': '#ff0000', 'zoom_amount': 5, 'rotation_range': 10, 'shift_range': 5, 'flip_chance': 50, 'color_lightness': 30, 'color_ab': 8, 'color_clahe_chance': 50, 'color_clahe_max_size': 4})
03/22/2024 00:59:38 MainProcess     _training                      generator       _get_output_sizes              DEBUG    side: b, model output shapes: [(None, 64, 64, 3), (None, 64, 64, 3)], output sizes: [64]
03/22/2024 00:59:38 MainProcess     _training                      cache           __init__                       DEBUG    Initializing: RingBuffer (batch_size: 14, image_shape: (64, 64, 6), buffer_size: 2, dtype: uint8
03/22/2024 00:59:38 MainProcess     _training                      cache           __init__                       DEBUG    Initialized: RingBuffer
03/22/2024 00:59:38 MainProcess     _training                      generator       __init__                       DEBUG    Initialized PreviewDataGenerator
03/22/2024 00:59:38 MainProcess     _training                      generator       minibatch_ab                   DEBUG    do_shuffle: False
03/22/2024 00:59:38 MainProcess     _training                      multithreading  __init__                       DEBUG    Initializing BackgroundGenerator: (target: '_run_4', thread_count: 1)
03/22/2024 00:59:38 MainProcess     _training                      multithreading  __init__                       DEBUG    Initialized BackgroundGenerator: '_run_4'
03/22/2024 00:59:38 MainProcess     _training                      multithreading  start                          DEBUG    Starting thread(s): '_run_4'
03/22/2024 00:59:38 MainProcess     _training                      multithreading  start                          DEBUG    Starting thread 1 of 1: '_run_4'
03/22/2024 00:59:38 MainProcess     _run_4                         generator       _minibatch                     DEBUG    Loading minibatch generator: (image_count: 5748, do_shuffle: False)
03/22/2024 00:59:38 MainProcess     _training                      multithreading  start                          DEBUG    Started all threads '_run_4': 1
03/22/2024 00:59:38 MainProcess     _training                      generator       set_timelapse_feed             DEBUG    Set time-lapse feed: {'a': <generator object BackgroundGenerator.iterator at 0x000001734C99B8B0>, 'b': <generator object BackgroundGenerator.iterator at 0x000001734C671380>}
03/22/2024 00:59:38 MainProcess     _training                      _base           _setup                         DEBUG    Set up time-lapse
03/22/2024 00:59:38 MainProcess     _training                      _base           output_timelapse               DEBUG    Getting time-lapse samples
03/22/2024 00:59:38 MainProcess     _training                      generator       generate_preview               DEBUG    Generating preview (is_timelapse: True)
03/22/2024 00:59:38 MainProcess     _run_4                         multithreading  run                            DEBUG    Error in thread (_run_4): setting an array element with a sequence. The requested array has an inhomogeneous shape after 1 dimensions. The detected shape was (14,) + inhomogeneous part.
03/22/2024 00:59:39 MainProcess     _training                      multithreading  check_and_raise_error          DEBUG    Thread error caught: [(<class 'ValueError'>, ValueError('setting an array element with a sequence. The requested array has an inhomogeneous shape after 1 dimensions. The detected shape was (14,) + inhomogeneous part.'), <traceback object at 0x00000173134DFD00>)]
03/22/2024 00:59:39 MainProcess     _training                      multithreading  run                            DEBUG    Error in thread (_training): setting an array element with a sequence. The requested array has an inhomogeneous shape after 1 dimensions. The detected shape was (14,) + inhomogeneous part.
03/22/2024 00:59:39 MainProcess     MainThread                     train           _monitor                       DEBUG    Thread error detected
03/22/2024 00:59:39 MainProcess     MainThread                     train           _monitor                       DEBUG    Closed Monitor
03/22/2024 00:59:39 MainProcess     MainThread                     train           _end_thread                    DEBUG    Ending Training thread
03/22/2024 00:59:39 MainProcess     MainThread                     train           _end_thread                    CRITICAL Error caught! Exiting...
03/22/2024 00:59:39 MainProcess     MainThread                     multithreading  join                           DEBUG    Joining Threads: '_training'
03/22/2024 00:59:39 MainProcess     MainThread                     multithreading  join                           DEBUG    Joining Thread: '_training'
03/22/2024 00:59:39 MainProcess     MainThread                     multithreading  join                           ERROR    Caught exception in thread: '_training'
Traceback (most recent call last):
  File "C:\faceswap\lib\cli\launcher.py", line 225, in execute_script
    process.process()
  File "C:\faceswap\scripts\train.py", line 209, in process
    self._end_thread(thread, err)
  File "C:\faceswap\scripts\train.py", line 249, in _end_thread
    thread.join()
  File "C:\faceswap\lib\multithreading.py", line 224, in join
    raise thread.err[1].with_traceback(thread.err[2])
  File "C:\faceswap\lib\multithreading.py", line 100, in run
    self._target(*self._args, **self._kwargs)
  File "C:\faceswap\scripts\train.py", line 274, in _training
    raise err
  File "C:\faceswap\scripts\train.py", line 264, in _training
    self._run_training_cycle(model, trainer)
  File "C:\faceswap\scripts\train.py", line 352, in _run_training_cycle
    trainer.train_one_step(viewer, timelapse)
  File "C:\faceswap\plugins\train\trainer\_base.py", line 267, in train_one_step
    self._update_viewers(viewer, timelapse_kwargs)
  File "C:\faceswap\plugins\train\trainer\_base.py", line 373, in _update_viewers
    self._timelapse.output_timelapse(timelapse_kwargs)
  File "C:\faceswap\plugins\train\trainer\_base.py", line 881, in output_timelapse
    self._samples.images = self._feeder.generate_preview(is_timelapse=True)
  File "C:\faceswap\lib\training\generator.py", line 877, in generate_preview
    side_feed, side_samples = next(iterator[side])
  File "C:\faceswap\lib\multithreading.py", line 296, in iterator
    self.check_and_raise_error()
  File "C:\faceswap\lib\multithreading.py", line 173, in check_and_raise_error
    raise error[1].with_traceback(error[2])
  File "C:\faceswap\lib\multithreading.py", line 100, in run
    self._target(*self._args, **self._kwargs)
  File "C:\faceswap\lib\multithreading.py", line 279, in _run
    for item in self.generator(*self._gen_args, **self._gen_kwargs):
  File "C:\faceswap\lib\training\generator.py", line 217, in _minibatch
    retval = self._process_batch(img_paths)
  File "C:\faceswap\lib\training\generator.py", line 330, in _process_batch
    raw_faces, detected_faces = self._get_images_with_meta(filenames)
  File "C:\faceswap\lib\training\generator.py", line 241, in _get_images_with_meta
    raw_faces = self._face_cache.cache_metadata(filenames)
  File "C:\faceswap\lib\training\cache.py", line 228, in cache_metadata
    batch, metadata = read_image_batch(filenames, with_metadata=True)
  File "C:\faceswap\lib\image.py", line 379, in read_image_batch
    batch = np.array(batch)
ValueError: setting an array element with a sequence. The requested array has an inhomogeneous shape after 1 dimensions. The detected shape was (14,) + inhomogeneous part.

============ System Information ============
backend:             nvidia
encoding:            cp1252
git_branch:          master
git_commits:         aaa63ff bugfix: logger, don't import numpy unless required
gpu_cuda:            11.8
gpu_cudnn:           No global version found. Check Conda packages for Conda cuDNN
gpu_devices:         GPU_0: NVIDIA GeForce RTX 4070 Ti SUPER
gpu_devices_active:  GPU_0
gpu_driver:          551.23
gpu_vram:            GPU_0: 16376MB (455MB free)
os_machine:          AMD64
os_platform:         Windows-10-10.0.19045-SP0
os_release:          10
py_command:          C:\faceswap\faceswap.py train -A C:/New folder/A -B C:/New folder/B -m C:/New folder/C -t original -bs 3 -it 1000000 -D default -s 250 -ss 25000 -tia C:/New folder/A -tib C:/New folder/B -to C:/New folder/D -L INFO -gui
py_conda_version:    conda 24.3.0
py_implementation:   CPython
py_version:          3.10.13
py_virtual_env:      True
sys_cores:           20
sys_processor:       Intel64 Family 6 Model 183 Stepping 1, GenuineIntel
sys_ram:             Total: 32581MB, Available: 21702MB, Used: 10879MB, Free: 21702MB

=============== Pip Packages ===============
absl-py==2.1.0
astunparse==1.6.3
cachetools==5.3.3
certifi==2024.2.2
charset-normalizer==3.3.2
colorama @ file:///C:/b/abs_a9ozq0l032/croot/colorama_1672387194846/work
contourpy @ file:///C:/b/abs_853rfy8zse/croot/contourpy_1700583617587/work
cycler @ file:///tmp/build/80754af9/cycler_1637851556182/work
fastcluster @ file:///D:/bld/fastcluster_1695650232190/work
ffmpy @ file:///home/conda/feedstock_root/build_artifacts/ffmpy_1659474992694/work
flatbuffers==24.3.7
fonttools==4.25.0
gast==0.4.0
google-auth==2.29.0
google-auth-oauthlib==0.4.6
google-pasta==0.2.0
grpcio==1.62.1
h5py==3.10.0
idna==3.6
imageio @ file:///C:/b/abs_aeqerw_nps/croot/imageio_1707247365204/work
imageio-ffmpeg==0.4.9
joblib @ file:///C:/b/abs_1anqjntpan/croot/joblib_1685113317150/work
keras==2.10.0
Keras-Preprocessing==1.1.2
kiwisolver @ file:///C:/b/abs_88mdhvtahm/croot/kiwisolver_1672387921783/work
libclang==18.1.1
Markdown==3.6
MarkupSafe==2.1.5
matplotlib @ file:///C:/b/abs_e26vnvd5s1/croot/matplotlib-suite_1698692153288/work
mkl-fft @ file:///C:/b/abs_19i1y8ykas/croot/mkl_fft_1695058226480/work
mkl-random @ file:///C:/b/abs_edwkj1_o69/croot/mkl_random_1695059866750/work
mkl-service==2.4.0
munkres==1.1.4
numexpr @ file:///C:/b/abs_5fucrty5dc/croot/numexpr_1696515448831/work
numpy @ file:///C:/b/abs_c1ywpu18ar/croot/numpy_and_numpy_base_1708638681471/work/dist/numpy-1.26.4-cp310-cp310-win_amd64.whl#sha256=ebb5aa2b36d8afa5ec3231c19e5a1fc75b6d85e7db483f0fb9e77dad58469977
nvidia-ml-py @ file:///home/conda/feedstock_root/build_artifacts/nvidia-ml-py_1698947663801/work
oauthlib==3.2.2
opencv-python==4.9.0.80
opt-einsum==3.3.0
packaging @ file:///C:/b/abs_cc1h2xfosn/croot/packaging_1710807447479/work
Pillow @ file:///C:/b/abs_153xikw91n/croot/pillow_1695134603563/work
ply==3.11
protobuf==3.19.6
psutil @ file:///C:/Windows/Temp/abs_b2c2fd7f-9fd5-4756-95ea-8aed74d0039flsd9qufz/croots/recipe/psutil_1656431277748/work
pyasn1==0.5.1
pyasn1-modules==0.3.0
pyparsing @ file:///C:/Users/BUILDE~1/AppData/Local/Temp/abs_7f_7lba6rl/croots/recipe/pyparsing_1661452540662/work
PyQt5==5.15.10
PyQt5-sip @ file:///C:/b/abs_c0pi2mimq3/croot/pyqt-split_1698769125270/work/pyqt_sip
python-dateutil @ file:///tmp/build/80754af9/python-dateutil_1626374649649/work
pywin32==305.1
pywinpty @ file:///C:/ci_310/pywinpty_1644230983541/work/target/wheels/pywinpty-2.0.2-cp310-none-win_amd64.whl
requests==2.31.0
requests-oauthlib==1.4.0
rsa==4.9
scikit-learn @ file:///C:/b/abs_daon7wm2p4/croot/scikit-learn_1694788586973/work
scipy @ file:///C:/b/abs_86x0wu5rr1/croot/scipy_1710947370784/work/dist/scipy-1.12.0-cp310-cp310-win_amd64.whl#sha256=da0b69fd1a9de951e3d17b95f445cdb94fa72ce78af8e0cb272edead53fcb78b
sip @ file:///C:/b/abs_edevan3fce/croot/sip_1698675983372/work
six @ file:///tmp/build/80754af9/six_1644875935023/work
tensorboard==2.10.1
tensorboard-data-server==0.6.1
tensorboard-plugin-wit==1.8.1
tensorflow==2.10.1
tensorflow-estimator==2.10.0
tensorflow-io-gcs-filesystem==0.31.0
termcolor==2.4.0
threadpoolctl @ file:///Users/ktietz/demo/mc3/conda-bld/threadpoolctl_1629802263681/work
tomli @ file:///C:/Windows/TEMP/abs_ac109f85-a7b3-4b4d-bcfd-52622eceddf0hy332ojo/croots/recipe/tomli_1657175513137/work
tornado @ file:///C:/b/abs_0cbrstidzg/croot/tornado_1696937003724/work
tqdm @ file:///C:/b/abs_f76j9hg7pv/croot/tqdm_1679561871187/work
typing_extensions==4.10.0
urllib3==2.2.1
Werkzeug==3.0.1
wrapt==1.16.0

============== Conda Packages ==============
# packages in environment at C:\ProgramData\miniconda3\envs\faceswap:
#
# Name                    Version                   Build  Channel
absl-py                   2.1.0                    pypi_0    pypi
aom                       3.7.1                h63175ca_0    conda-forge
astunparse                1.6.3                    pypi_0    pypi
blas                      1.0                         mkl  
brotli 1.0.9 h2bbff1b_7
brotli-bin 1.0.9 h2bbff1b_7
bzip2 1.0.8 h2bbff1b_5
ca-certificates 2024.3.11 haa95532_0
cachetools 5.3.3 pypi_0 pypi certifi 2024.2.2 pypi_0 pypi charset-normalizer 3.3.2 pypi_0 pypi colorama 0.4.6 py310haa95532_0
contourpy 1.2.0 py310h59b6b97_0
cudatoolkit 11.2.2 h7d7167e_13 conda-forge cudnn 8.1.0.77 h3e0f4f4_0 conda-forge cycler 0.11.0 pyhd3eb1b0_0
dav1d 1.2.1 hcfcfb64_0 conda-forge expat 2.6.2 h63175ca_0 conda-forge fastcluster 1.2.6 py310hecd3228_3 conda-forge ffmpeg 6.1.0 gpl_h0859920_103 conda-forge ffmpy 0.3.0 pyhb6f538c_0 conda-forge flatbuffers 24.3.7 pypi_0 pypi font-ttf-dejavu-sans-mono 2.37 hab24e00_0 conda-forge font-ttf-inconsolata 3.000 h77eed37_0 conda-forge font-ttf-source-code-pro 2.038 h77eed37_0 conda-forge font-ttf-ubuntu 0.83 h77eed37_1 conda-forge fontconfig 2.14.2 hbde0cde_0 conda-forge fonts-conda-ecosystem 1 0 conda-forge fonts-conda-forge 1 0 conda-forge fonttools 4.25.0 pyhd3eb1b0_0
freetype 2.12.1 ha860e81_0
gast 0.4.0 pypi_0 pypi giflib 5.2.1 h8cc25b3_3
git 2.40.1 haa95532_1
google-auth 2.29.0 pypi_0 pypi google-auth-oauthlib 0.4.6 pypi_0 pypi google-pasta 0.2.0 pypi_0 pypi grpcio 1.62.1 pypi_0 pypi h5py 3.10.0 pypi_0 pypi icc_rt 2022.1.0 h6049295_2
icu 73.1 h6c2663c_0
idna 3.6 pypi_0 pypi imageio 2.33.1 py310haa95532_0
imageio-ffmpeg 0.4.9 pypi_0 pypi intel-openmp 2023.1.0 h59b6b97_46320
joblib 1.2.0 py310haa95532_0
jpeg 9e h2bbff1b_1
keras 2.10.0 pypi_0 pypi keras-preprocessing 1.1.2 pypi_0 pypi kiwisolver 1.4.4 py310hd77b12b_0
krb5 1.20.1 h5b6d351_0
lerc 3.0 hd77b12b_0
libbrotlicommon 1.0.9 h2bbff1b_7
libbrotlidec 1.0.9 h2bbff1b_7
libbrotlienc 1.0.9 h2bbff1b_7
libclang 18.1.1 pypi_0 pypi libclang13 14.0.6 default_h8e68704_1
libdeflate 1.17 h2bbff1b_1
libexpat 2.6.2 h63175ca_0 conda-forge libffi 3.4.4 hd77b12b_0
libiconv 1.17 hcfcfb64_2 conda-forge libopus 1.3.1 h8ffe710_1 conda-forge libpng 1.6.39 h8cc25b3_0
libpq 12.17 h906ac69_0
libtiff 4.5.1 hd77b12b_0
libwebp 1.3.2 hbc33d0d_0
libwebp-base 1.3.2 h2bbff1b_0
libxml2 2.12.6 hc3477c8_0 conda-forge libzlib 1.2.13 hcfcfb64_5 conda-forge libzlib-wapi 1.2.13 hcfcfb64_5 conda-forge lz4-c 1.9.4 h2bbff1b_0
markdown 3.6 pypi_0 pypi markupsafe 2.1.5 pypi_0 pypi matplotlib 3.8.0 py310haa95532_0
matplotlib-base 3.8.0 py310h4ed8f06_0
mkl 2023.1.0 h6b88ed4_46358
mkl-service 2.4.0 py310h2bbff1b_1
mkl_fft 1.3.8 py310h2bbff1b_0
mkl_random 1.2.4 py310h59b6b97_0
munkres 1.1.4 py_0
numexpr 2.8.7 py310h2cd9be0_0
numpy 1.26.4 py310h055cbcc_0
numpy-base 1.26.4 py310h65a83cf_0
nvidia-ml-py 12.535.133 pyhd8ed1ab_0 conda-forge oauthlib 3.2.2 pypi_0 pypi opencv-python 4.9.0.80 pypi_0 pypi openh264 2.4.0 h63175ca_0 conda-forge openssl 3.2.1 hcfcfb64_1 conda-forge opt-einsum 3.3.0 pypi_0 pypi packaging 23.2 py310haa95532_0
pillow 9.4.0 py310hd77b12b_1
pip 23.3.1 py310haa95532_0
ply 3.11 py310haa95532_0
protobuf 3.19.6 pypi_0 pypi psutil 5.9.0 py310h2bbff1b_0
pyasn1 0.5.1 pypi_0 pypi pyasn1-modules 0.3.0 pypi_0 pypi pyparsing 3.0.9 py310haa95532_0
pyqt 5.15.10 py310hd77b12b_0
pyqt5-sip 12.13.0 py310h2bbff1b_0
python 3.10.13 he1021f5_0
python-dateutil 2.8.2 pyhd3eb1b0_0
python_abi 3.10 2_cp310 conda-forge pywin32 305 py310h2bbff1b_0
pywinpty 2.0.2 py310h5da7b33_0
qt-main 5.15.2 h19c9488_10
requests 2.31.0 pypi_0 pypi requests-oauthlib 1.4.0 pypi_0 pypi rsa 4.9 pypi_0 pypi scikit-learn 1.3.0 py310h4ed8f06_1
scipy 1.12.0 py310h8640f81_0
setuptools 68.2.2 py310haa95532_0
sip 6.7.12 py310hd77b12b_0
six 1.16.0 pyhd3eb1b0_1
sqlite 3.41.2 h2bbff1b_0
svt-av1 1.7.0 h63175ca_0 conda-forge tbb 2021.8.0 h59b6b97_0
tensorboard 2.10.1 pypi_0 pypi tensorboard-data-server 0.6.1 pypi_0 pypi tensorboard-plugin-wit 1.8.1 pypi_0 pypi tensorflow 2.10.1 pypi_0 pypi tensorflow-estimator 2.10.0 pypi_0 pypi tensorflow-io-gcs-filesystem 0.31.0 pypi_0 pypi termcolor 2.4.0 pypi_0 pypi threadpoolctl 2.2.0 pyh0d69192_0
tk 8.6.12 h2bbff1b_0
tomli 2.0.1 py310haa95532_0
tornado 6.3.3 py310h2bbff1b_0
tqdm 4.65.0 py310h9909e9c_0
typing-extensions 4.10.0 pypi_0 pypi tzdata 2024a h04d1e81_0
ucrt 10.0.22621.0 h57928b3_0 conda-forge urllib3 2.2.1 pypi_0 pypi vc 14.2 h21ff451_1
vc14_runtime 14.38.33130 h82b7239_18 conda-forge vs2015_runtime 14.38.33130 hcb4865c_18 conda-forge werkzeug 3.0.1 pypi_0 pypi wheel 0.41.2 py310haa95532_0
winpty 0.4.3 4
wrapt 1.16.0 pypi_0 pypi x264 1!164.3095 h8ffe710_2 conda-forge x265 3.5 h2d74725_3 conda-forge xz 5.4.6 h8cc25b3_0
zlib 1.2.13 hcfcfb64_5 conda-forge zlib-wapi 1.2.13 hcfcfb64_5 conda-forge zstd 1.5.5 hd43e919_0 ================= Configs ================== --------- .faceswap --------- backend: nvidia --------- convert.ini --------- [color.color_transfer] clip: True preserve_paper: True [color.manual_balance] colorspace: HSV balance_1: 0.0 balance_2: 0.0 balance_3: 0.0 contrast: 0.0 brightness: 0.0 [color.match_hist] threshold: 99.0 [mask.mask_blend] type: normalized kernel_size: 3 passes: 4 threshold: 4 erosion: 0.0 erosion_top: 0.0 erosion_bottom: 0.0 erosion_left: 0.0 erosion_right: 0.0 [scaling.sharpen] method: none amount: 150 radius: 0.3 threshold: 5.0 [writer.ffmpeg] container: mp4 codec: libx264 crf: 23 preset: medium tune: none profile: auto level: auto skip_mux: False [writer.gif] fps: 25 loop: 0 palettesize: 256 subrectangles: False [writer.opencv] format: png draw_transparent: False separate_mask: False jpg_quality: 75 png_compress_level: 3 [writer.patch] start_index: 0 index_offset: 0 number_padding: 6 include_filename: True face_index_location: before origin: bottom-left empty_frames: blank json_output: False separate_mask: False bit_depth: 16 format: png png_compress_level: 3 tiff_compression_method: lzw [writer.pillow] format: png draw_transparent: False separate_mask: False optimize: False gif_interlace: True jpg_quality: 75 png_compress_level: 3 tif_compression: tiff_deflate --------- extract.ini --------- [global] allow_growth: False aligner_min_scale: 0.07 aligner_max_scale: 2.0 aligner_distance: 22.5 aligner_roll: 45.0 aligner_features: True filter_refeed: True save_filtered: False realign_refeeds: True filter_realign: True [align.fan] batch-size: 12 [detect.cv2_dnn] confidence: 50 [detect.mtcnn] minsize: 20 scalefactor: 0.709 batch-size: 8 cpu: True threshold_1: 0.6 threshold_2: 0.7 threshold_3: 0.7 [detect.s3fd] confidence: 70 batch-size: 4 [mask.bisenet_fp] batch-size: 8 cpu: False weights: faceswap include_ears: False include_hair: False include_glasses: True [mask.custom] batch-size: 8 centering: face fill: False [mask.unet_dfl] batch-size: 8 [mask.vgg_clear] batch-size: 6 [mask.vgg_obstructed] batch-size: 2 [recognition.vgg_face2] batch-size: 16 cpu: False --------- gui.ini --------- [global] fullscreen: False tab: extract options_panel_width: 30 console_panel_height: 20 icon_size: 14 font: default font_size: 9 autosave_last_session: prompt timeout: 120 auto_load_model_stats: True --------- train.ini --------- [global] centering: face coverage: 87.5 icnr_init: False conv_aware_init: False optimizer: adam learning_rate: 5e-05 epsilon_exponent: -7 save_optimizer: exit lr_finder_iterations: 1000 lr_finder_mode: set lr_finder_strength: default autoclip: False reflect_padding: False allow_growth: False mixed_precision: False nan_protection: True convert_batchsize: 16 [global.loss] loss_function: ssim loss_function_2: mse loss_weight_2: 100 loss_function_3: none loss_weight_3: 0 loss_function_4: none loss_weight_4: 0 mask_loss_function: mse eye_multiplier: 3 mouth_multiplier: 2 penalized_mask_loss: True mask_type: extended mask_blur_kernel: 3 mask_threshold: 4 learn_mask: False [model.dfaker] output_size: 128 [model.dfl_h128] lowmem: False [model.dfl_sae] input_size: 128 architecture: df autoencoder_dims: 0 encoder_dims: 42 decoder_dims: 21 multiscale_decoder: False [model.dlight] features: best details: good output_size: 256 [model.original] lowmem: False [model.phaze_a] output_size: 128 shared_fc: none enable_gblock: True split_fc: True split_gblock: False split_decoders: False enc_architecture: fs_original enc_scaling: 7 enc_load_weights: True bottleneck_type: dense bottleneck_norm: none bottleneck_size: 1024 bottleneck_in_encoder: True fc_depth: 1 fc_min_filters: 1024 fc_max_filters: 1024 fc_dimensions: 4 fc_filter_slope: -0.5 fc_dropout: 0.0 fc_upsampler: upsample2d fc_upsamples: 1 fc_upsample_filters: 512 fc_gblock_depth: 3 fc_gblock_min_nodes: 512 fc_gblock_max_nodes: 512 fc_gblock_filter_slope: -0.5 fc_gblock_dropout: 0.0 dec_upscale_method: subpixel dec_upscales_in_fc: 0 dec_norm: none dec_min_filters: 64 dec_max_filters: 512 dec_slope_mode: full dec_filter_slope: -0.45 dec_res_blocks: 1 dec_output_kernel: 5 dec_gaussian: True dec_skip_last_residual: True freeze_layers: keras_encoder load_layers: encoder fs_original_depth: 4 fs_original_min_filters: 128 fs_original_max_filters: 1024 fs_original_use_alt: False mobilenet_width: 1.0 mobilenet_depth: 1 mobilenet_dropout: 0.001 mobilenet_minimalistic: False [model.realface] input_size: 64 output_size: 128 dense_nodes: 1536 complexity_encoder: 128 complexity_decoder: 512 [model.unbalanced] input_size: 128 lowmem: False nodes: 1024 complexity_encoder: 128 complexity_decoder_a: 384 complexity_decoder_b: 512 [model.villain] lowmem: False [trainer.original] preview_images: 14 mask_opacity: 30 mask_color: #ff0000 zoom_amount: 5 rotation_range: 10 shift_range: 5 flip_chance: 50 color_lightness: 30 color_ab: 8 color_clahe_chance: 50 color_clahe_max_size: 4
User avatar
torzdf
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Re: Training error

Post by torzdf »

hyln wrote: Fri Mar 22, 2024 11:50 am

Once I start a training, I got below error from my crash report, how can I fix it :cry: :cry: :cry:

You input images on the B side has non faceswap extracted images in it. The training/timelapse images must all be faceswap extracted faces, and should be the same size.

My word is final

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