12/01/2020 00:27:07 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:07 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:11 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:11 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:11 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:11 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:11 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:11 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:11 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:11 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:11 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:11 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:11 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:11 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:16 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:16 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:16 MainProcess MainThread image _set_thread DEBUG Setting thread
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12/01/2020 00:27:16 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:16 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:16 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:16 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:16 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:16 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:16 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:16 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
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12/01/2020 00:27:25 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
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12/01/2020 00:27:30 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
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12/01/2020 00:27:30 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:30 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:30 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:30 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:30 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
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12/01/2020 00:27:30 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:30 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:35 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:35 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:35 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:35 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:35 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:35 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:35 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:35 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:35 MainProcess MainThread image _set_thread DEBUG Setting thread
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12/01/2020 00:27:35 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:35 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:40 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:40 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:40 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:40 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:40 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:40 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:40 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:40 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:40 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:40 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:40 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:40 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:44 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:44 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:45 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:45 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:45 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:45 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:45 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:45 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:45 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:45 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:45 MainProcess MainThread image _set_thread DEBUG Setting thread
12/01/2020 00:27:45 MainProcess MainThread image _set_thread DEBUG Thread pre-exists and is alive: <lib.multithreading.MultiThread object at 0x000001D73129DC10>
12/01/2020 00:27:49 MainProcess mask_vgg_clear_predict_0 multithreading run DEBUG Error in thread (mask_vgg_clear_predict_0): GPU sync failed
12/01/2020 00:27:49 MainProcess MainThread multithreading check_and_raise_error DEBUG Thread error caught: [(<class 'tensorflow.python.framework.errors_impl.InternalError'>, InternalError(), <traceback object at 0x000001D7317D4F40>)]
Traceback (most recent call last):
File "C:\Users\Daniel\faceswap\lib\cli\launcher.py", line 182, in execute_script
process.process()
File "C:\Users\Daniel\faceswap\scripts\extract.py", line 118, in process
self._run_extraction()
File "C:\Users\Daniel\faceswap\scripts\extract.py", line 215, in _run_extraction
for idx, extract_media in enumerate(status_bar):
File "C:\Users\Daniel\MiniConda3\envs\faceswap\lib\site-packages\tqdm\std.py", line 1171, in __iter__
for obj in iterable:
File "C:\Users\Daniel\faceswap\plugins\extract\pipeline.py", line 233, in detected_faces
if self._check_and_raise_error():
File "C:\Users\Daniel\faceswap\plugins\extract\pipeline.py", line 655, in _check_and_raise_error
if plugin.check_and_raise_error():
File "C:\Users\Daniel\faceswap\plugins\extract\_base.py", line 303, in check_and_raise_error
err = thread.check_and_raise_error()
File "C:\Users\Daniel\faceswap\lib\multithreading.py", line 84, in check_and_raise_error
raise error[1].with_traceback(error[2])
File "C:\Users\Daniel\faceswap\lib\multithreading.py", line 37, in run
self._target(*self._args, **self._kwargs)
File "C:\Users\Daniel\faceswap\plugins\extract\_base.py", line 421, in _thread_process
batch = function(batch)
File "C:\Users\Daniel\faceswap\plugins\extract\mask\_base.py", line 169, in _predict
return self.predict(batch)
File "C:\Users\Daniel\faceswap\plugins\extract\mask\vgg_clear.py", line 44, in predict
predictions = self.model.predict(batch["feed"])
File "C:\Users\Daniel\faceswap\lib\model\session.py", line 77, in predict
return self._model.predict(feed, batch_size=batch_size)
File "C:\Users\Daniel\MiniConda3\envs\faceswap\lib\site-packages\tensorflow\python\keras\engine\training.py", line 88, in _method_wrapper
return method(self, *args, **kwargs)
File "C:\Users\Daniel\MiniConda3\envs\faceswap\lib\site-packages\tensorflow\python\keras\engine\training.py", line 1286, in predict
return tf_utils.to_numpy_or_python_type(all_outputs)
File "C:\Users\Daniel\MiniConda3\envs\faceswap\lib\site-packages\tensorflow\python\keras\utils\tf_utils.py", line 523, in to_numpy_or_python_type
return nest.map_structure(_to_single_numpy_or_python_type, tensors)
File "C:\Users\Daniel\MiniConda3\envs\faceswap\lib\site-packages\tensorflow\python\util\nest.py", line 617, in map_structure
structure[0], [func(*x) for x in entries],
File "C:\Users\Daniel\MiniConda3\envs\faceswap\lib\site-packages\tensorflow\python\util\nest.py", line 617, in <listcomp>
structure[0], [func(*x) for x in entries],
File "C:\Users\Daniel\MiniConda3\envs\faceswap\lib\site-packages\tensorflow\python\keras\utils\tf_utils.py", line 519, in _to_single_numpy_or_python_type
x = t.numpy()
File "C:\Users\Daniel\MiniConda3\envs\faceswap\lib\site-packages\tensorflow\python\framework\ops.py", line 961, in numpy
maybe_arr = self._numpy() # pylint: disable=protected-access
File "C:\Users\Daniel\MiniConda3\envs\faceswap\lib\site-packages\tensorflow\python\framework\ops.py", line 929, in _numpy
six.raise_from(core._status_to_exception(e.code, e.message), None)
File "<string>", line 3, in raise_from
tensorflow.python.framework.errors_impl.InternalError: GPU sync failed
============ System Information ============
encoding: cp1252
git_branch: master
git_commits: c24bf2b GUI - Revert Conda default font fix
gpu_cuda: 9.0
gpu_cudnn: 7.6.5
gpu_devices: GPU_0: GeForce RTX 2060
gpu_devices_active: GPU_0
gpu_driver: 457.30
gpu_vram: GPU_0: 6144MB
os_machine: AMD64
os_platform: Windows-10-10.0.18362-SP0
os_release: 10
py_command: C:\Users\Daniel\faceswap\faceswap.py extract -i B:/Daniel/Downloads/ali_source.mp4 -o B:/Daniel/Downloads/AliB -D s3fd -A fan -M vgg-clear -nm none -min 20 -l 0.4 -een 1 -sz 256 -si 0 -L INFO -gui
py_conda_version: conda 4.9.2
py_implementation: CPython
py_version: 3.8.5
py_virtual_env: True
sys_cores: 6
sys_processor: Intel64 Family 6 Model 158 Stepping 10, GenuineIntel
sys_ram: Total: 16328MB, Available: 6112MB, Used: 10215MB, Free: 6112MB
=============== Pip Packages ===============
absl-py==0.11.0
astunparse==1.6.3
cachetools==4.1.1
certifi==2020.11.8
chardet==3.0.4
cycler==0.10.0
fastcluster==1.1.26
ffmpy==0.2.3
gast==0.3.3
google-auth==1.23.0
google-auth-oauthlib==0.4.2
google-pasta==0.2.0
grpcio==1.33.2
h5py==2.10.0
idna==2.10
imageio @ file:///tmp/build/80754af9/imageio_1594161405741/work
imageio-ffmpeg @ file:///home/conda/feedstock_root/build_artifacts/imageio-ffmpeg_1589202782679/work
joblib @ file:///tmp/build/80754af9/joblib_1601912903842/work
Keras-Preprocessing==1.1.2
kiwisolver @ file:///C:/ci/kiwisolver_1604014703538/work
Markdown==3.3.3
matplotlib @ file:///C:/ci/matplotlib-base_1592837548929/work
mkl-fft==1.2.0
mkl-random==1.1.1
mkl-service==2.3.0
numpy==1.18.5
nvidia-ml-py3 @ git+https://github.com/deepfakes/nvidia-ml-py3.git@6fc29ac84b32bad877f078cb4a777c1548a00bf6
oauthlib==3.1.0
olefile==0.46
opencv-python==4.4.0.46
opt-einsum==3.3.0
pathlib==1.0.1
Pillow @ file:///C:/ci/pillow_1603823068645/work
protobuf==3.14.0
psutil @ file:///C:/ci/psutil_1598370330503/work
pyasn1==0.4.8
pyasn1-modules==0.2.8
pyparsing==2.4.7
python-dateutil==2.8.1
pywin32==227
requests==2.25.0
requests-oauthlib==1.3.0
rsa==4.6
scikit-learn @ file:///C:/ci/scikit-learn_1598377018496/work
scipy @ file:///C:/ci/scipy_1604596260408/work
sip==4.19.13
six @ file:///C:/ci/six_1605187374963/work
tensorboard==2.2.2
tensorboard-plugin-wit==1.7.0
tensorflow-gpu==2.2.1
tensorflow-gpu-estimator==2.2.0
termcolor==1.1.0
threadpoolctl @ file:///tmp/tmp9twdgx9k/threadpoolctl-2.1.0-py3-none-any.whl
tornado==6.0.4
tqdm @ file:///tmp/build/80754af9/tqdm_1605303662894/work
urllib3==1.26.2
Werkzeug==1.0.1
wincertstore==0.2
wrapt==1.12.1
============== Conda Packages ==============
# packages in environment at C:\Users\Daniel\MiniConda3\envs\faceswap:
#
# Name Version Build Channel
absl-py 0.11.0 pypi_0 pypi
astunparse 1.6.3 pypi_0 pypi
blas 1.0 mkl
ca-certificates 2020.10.14 0
cachetools 4.1.1 pypi_0 pypi
certifi 2020.11.8 py38haa95532_0
chardet 3.0.4 pypi_0 pypi
cudatoolkit 10.1.243 h74a9793_0
cycler 0.10.0 py38_0
fastcluster 1.1.26 py38h251f6bf_2 conda-forge
ffmpeg 4.3.1 ha925a31_0 conda-forge
ffmpy 0.2.3 pypi_0 pypi
freetype 2.10.4 hd328e21_0
gast 0.3.3 pypi_0 pypi
git 2.23.0 h6bb4b03_0
google-auth 1.23.0 pypi_0 pypi
google-auth-oauthlib 0.4.2 pypi_0 pypi
google-pasta 0.2.0 pypi_0 pypi
grpcio 1.33.2 pypi_0 pypi
h5py 2.10.0 pypi_0 pypi
icc_rt 2019.0.0 h0cc432a_1
icu 58.2 ha925a31_3
idna 2.10 pypi_0 pypi
imageio 2.9.0 py_0
imageio-ffmpeg 0.4.2 py_0 conda-forge
intel-openmp 2020.2 254
joblib 0.17.0 py_0
jpeg 9b hb83a4c4_2
keras-preprocessing 1.1.2 pypi_0 pypi
kiwisolver 1.3.0 py38hd77b12b_0
libpng 1.6.37 h2a8f88b_0
libtiff 4.1.0 h56a325e_1
lz4-c 1.9.2 hf4a77e7_3
markdown 3.3.3 pypi_0 pypi
matplotlib 3.2.2 0
matplotlib-base 3.2.2 py38h64f37c6_0
mkl 2020.2 256
mkl-service 2.3.0 py38h2bbff1b_0
mkl_fft 1.2.0 py38h45dec08_0
mkl_random 1.1.1 py38h47e9c7a_0
numpy 1.18.5 pypi_0 pypi
nvidia-ml-py3 7.352.1 pypi_0 pypi
oauthlib 3.1.0 pypi_0 pypi
olefile 0.46 py_0
opencv-python 4.4.0.46 pypi_0 pypi
openssl 1.1.1h he774522_0
opt-einsum 3.3.0 pypi_0 pypi
pathlib 1.0.1 py_1
pillow 8.0.1 py38h4fa10fc_0
pip 20.2.4 py38haa95532_0
protobuf 3.14.0 pypi_0 pypi
psutil 5.7.2 py38he774522_0
pyasn1 0.4.8 pypi_0 pypi
pyasn1-modules 0.2.8 pypi_0 pypi
pyparsing 2.4.7 py_0
pyqt 5.9.2 py38ha925a31_4
python 3.8.5 h5fd99cc_1
python-dateutil 2.8.1 py_0
python_abi 3.8 1_cp38 conda-forge
pywin32 227 py38he774522_1
qt 5.9.7 vc14h73c81de_0
requests 2.25.0 pypi_0 pypi
requests-oauthlib 1.3.0 pypi_0 pypi
rsa 4.6 pypi_0 pypi
scikit-learn 0.23.2 py38h47e9c7a_0
scipy 1.5.2 py38h14eb087_0
setuptools 50.3.1 py38haa95532_1
sip 4.19.13 py38ha925a31_0
six 1.15.0 py38haa95532_0
sqlite 3.33.0 h2a8f88b_0
tensorboard 2.2.2 pypi_0 pypi
tensorboard-plugin-wit 1.7.0 pypi_0 pypi
tensorflow-gpu 2.2.1 pypi_0 pypi
tensorflow-gpu-estimator 2.2.0 pypi_0 pypi
termcolor 1.1.0 pypi_0 pypi
threadpoolctl 2.1.0 pyh5ca1d4c_0
tk 8.6.10 he774522_0
tornado 6.0.4 py38he774522_1
tqdm 4.51.0 pyhd3eb1b0_0
urllib3 1.26.2 pypi_0 pypi
vc 14.1 h0510ff6_4
vs2015_runtime 14.16.27012 hf0eaf9b_3
werkzeug 1.0.1 pypi_0 pypi
wheel 0.35.1 pyhd3eb1b0_0
wincertstore 0.2 py38_0
wrapt 1.12.1 pypi_0 pypi
xz 5.2.5 h62dcd97_0
zlib 1.2.11 h62dcd97_4
zstd 1.4.5 h04227a9_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.box_blend]
type: gaussian
distance: 11.0
radius: 5.0
passes: 1
[mask.mask_blend]
type: normalized
kernel_size: 3
passes: 4
threshold: 4
erosion: 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
jpg_quality: 75
png_compress_level: 3
[writer.pillow]
format: png
draw_transparent: False
optimize: False
gif_interlace: True
jpg_quality: 75
png_compress_level: 3
tif_compression: tiff_deflate
--------- extract.ini ---------
[global]
allow_growth: True
[align.fan]
batch-size: 12
[detect.cv2_dnn]
confidence: 50
[detect.mtcnn]
minsize: 20
threshold_1: 0.6
threshold_2: 0.7
threshold_3: 0.7
scalefactor: 0.709
batch-size: 8
[detect.s3fd]
confidence: 70
batch-size: 4
[mask.unet_dfl]
batch-size: 8
[mask.vgg_clear]
batch-size: 6
[mask.vgg_obstructed]
batch-size: 2
--------- 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]
coverage: 68.75
icnr_init: False
conv_aware_init: False
optimizer: adam
learning_rate: 5e-05
reflect_padding: False
allow_growth: False
mixed_precision: False
convert_batchsize: 16
[global.loss]
loss_function: ssim
mask_loss_function: mse
l2_reg_term: 100
eye_multiplier: 3
mouth_multiplier: 2
penalized_mask_loss: True
mask_type: extended
mask_blur_kernel: 3
mask_threshold: 4
learn_mask: False
[model.dfl_h128]
lowmem: False
[model.dfl_sae]
input_size: 128
clipnorm: True
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.realface]
input_size: 64
output_size: 128
dense_nodes: 1536
complexity_encoder: 128
complexity_decoder: 512
[model.unbalanced]
input_size: 128
lowmem: False
clipnorm: True
nodes: 1024
complexity_encoder: 128
complexity_decoder_a: 384
complexity_decoder_b: 512
[model.villain]
lowmem: False
[trainer.original]
preview_images: 14
zoom_amount: 5
rotation_range: 10
shift_range: 5
flip_chance: 50
disable_warp: False
color_lightness: 30
color_ab: 8
color_clahe_chance: 50
color_clahe_max_size: 4