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Help Please! AttributeError: 'Model' object has no attribute 'distribute_strategy'
Posted: Sun Dec 20, 2020 11:26 am
by Ethanfox
Hi there,
I'm completely new to this fascinating process and am trying to make my own video, I've been reading through all the forums to try and find a solution but am stuck.
When I Train, I immediately get an error - AttributeError: 'Model' object has no attribute 'distribute_strategy' - I'm assuming I've done something stupid as I can't find anything online about this error.
Totally newbie to this so please go easy on me!
Many thanks in advance,
Ethan
Code: Select all
12/20/2020 11:09:51 CRITICAL Error caught! Exiting...
12/20/2020 11:09:51 ERROR Caught exception in thread: '_training_0'
12/20/2020 11:09:53 ERROR Got Exception on main handler:
Traceback (most recent call last):
File "C:\Users\ethan\faceswap\lib\cli\launcher.py", line 182, in execute_script
process.process()
File "C:\Users\ethan\faceswap\scripts\train.py", line 170, in process
self._end_thread(thread, err)
File "C:\Users\ethan\faceswap\scripts\train.py", line 210, in _end_thread
thread.join()
File "C:\Users\ethan\faceswap\lib\multithreading.py", line 121, in join
raise thread.err[1].with_traceback(thread.err[2])
File "C:\Users\ethan\faceswap\lib\multithreading.py", line 37, in run
self._target(*self._args, **self._kwargs)
File "C:\Users\ethan\faceswap\scripts\train.py", line 232, in _training
raise err
File "C:\Users\ethan\faceswap\scripts\train.py", line 221, in _training
trainer = self._load_trainer(model)
File "C:\Users\ethan\faceswap\scripts\train.py", line 267, in _load_trainer
trainer = trainer(model,
File "C:\Users\ethan\faceswap\plugins\train\trainer\original.py", line 10, in __init__
super().__init__(*args, **kwargs)
File "C:\Users\ethan\faceswap\plugins\train\trainer\_base.py", line 88, in __init__
self._tensorboard = self._set_tensorboard()
File "C:\Users\ethan\faceswap\plugins\train\trainer\_base.py", line 191, in _set_tensorboard
tensorboard.set_model(self._model.model)
File "C:\Users\ethan\MiniConda3\envs\faceswap\lib\site-packages\tensorflow\python\keras\callbacks.py", line 1969, in set_model
self._log_write_dir = self._get_log_write_dir()
File "C:\Users\ethan\MiniConda3\envs\faceswap\lib\site-packages\tensorflow\python\keras\callbacks.py", line 2000, in _get_log_write_dir
self.model.distribute_strategy)
AttributeError: 'Model' object has no attribute 'distribute_strategy'
Re: Help Please! AttributeError: 'Model' object has no attribute 'distribute_strategy'
Posted: Sun Dec 20, 2020 12:01 pm
by torzdf
Can you please post the output of your system info:
GUI Users: Go to Help -> Output system information
CLI Users: From inside your virtual environment, inside your faceswap folder, run:
Code: Select all
python -c "from lib.sysinfo import sysinfo ; print(sysinfo)"
Re: Help Please! AttributeError: 'Model' object has no attribute 'distribute_strategy'
Posted: Sun Dec 20, 2020 12:06 pm
by Ethanfox
Many thanks for your quick reply...
Code: Select all
============ System Information ============
encoding: cp1252
git_branch: master
git_commits: 399df98 jobs.alignments - fix memory leak on sparse alignments extract
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: Advanced Micro Devices, Inc. - Baffin (experimental)
gpu_devices_active: GPU_0
gpu_driver: ['3188.4']
gpu_vram: GPU_0: 4096MB
os_machine: AMD64
os_platform: Windows-10-10.0.18362-SP0
os_release: 10
py_command: C:\Users\ethan\faceswap/faceswap.py 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 63 Stepping 2, GenuineIntel
sys_ram: Total: 65448MB, Available: 60180MB, Used: 5268MB, Free: 60180MB
=============== Pip Packages ===============
absl-py @ file:///tmp/build/80754af9/absl-py_1607439979954/work
aiohttp @ file:///C:/ci/aiohttp_1607109697839/work
astunparse==1.6.3
async-timeout==3.0.1
attrs @ file:///tmp/build/80754af9/attrs_1604765588209/work
blinker==1.4
brotlipy==0.7.0
cachetools @ file:///tmp/build/80754af9/cachetools_1607706694405/work
certifi==2020.12.5
cffi @ file:///C:/ci/cffi_1606255208697/work
chardet @ file:///C:/ci/chardet_1605303225733/work
click==7.1.2
cryptography @ file:///C:/ci/cryptography_1607637849569/work
cycler==0.10.0
enum34==1.1.10
fastcluster==1.1.26
ffmpy==0.2.3
gast @ file:///tmp/build/80754af9/gast_1597433534803/work
google-auth @ file:///tmp/build/80754af9/google-auth_1607969906642/work
google-auth-oauthlib @ file:///tmp/build/80754af9/google-auth-oauthlib_1603929124518/work
google-pasta==0.2.0
grpcio @ file:///C:/ci/grpcio_1597406462198/work
h5py==2.10.0
idna @ file:///tmp/build/80754af9/idna_1593446292537/work
imageio @ file:///tmp/build/80754af9/imageio_1594161405741/work
imageio-ffmpeg @ file:///home/conda/feedstock_root/build_artifacts/imageio-ffmpeg_1589202782679/work
importlib-metadata @ file:///tmp/build/80754af9/importlib-metadata_1602276842396/work
joblib @ file:///tmp/build/80754af9/joblib_1607970656719/work
Keras==2.2.4
Keras-Applications @ file:///tmp/build/80754af9/keras-applications_1594366238411/work
Keras-Preprocessing==1.1.0
kiwisolver @ file:///C:/ci/kiwisolver_1604014703538/work
Markdown @ file:///C:/ci/markdown_1605111189761/work
matplotlib @ file:///C:/ci/matplotlib-base_1592837548929/work
mkl-fft==1.2.0
mkl-random==1.1.1
mkl-service==2.3.0
multidict @ file:///C:/ci/multidict_1600456481656/work
numpy @ file:///C:/ci/numpy_and_numpy_base_1603466732592/work
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==3.1.0
pathlib==1.0.1
Pillow @ file:///C:/ci/pillow_1603823068645/work
plaidml==0.7.0
plaidml-keras==0.7.0
protobuf==3.13.0
psutil @ file:///C:/ci/psutil_1598370330503/work
pyasn1==0.4.8
pyasn1-modules==0.2.8
pycparser @ file:///tmp/build/80754af9/pycparser_1594388511720/work
PyJWT==1.7.1
pyOpenSSL @ file:///tmp/build/80754af9/pyopenssl_1608057966937/work
pyparsing==2.4.7
pyreadline==2.1
PySocks @ file:///C:/ci/pysocks_1605287845585/work
python-dateutil==2.8.1
pywin32==227
PyYAML==5.3.1
requests @ file:///tmp/build/80754af9/requests_1608241421344/work
requests-oauthlib==1.3.0
rsa @ file:///tmp/build/80754af9/rsa_1596998415516/work
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 @ file:///home/builder/ktietz/conda/conda-bld/tensorboard_1604313476433/work/tmp_pip_dir
tensorboard-plugin-wit==1.6.0
tensorflow==2.3.0
tensorflow-estimator @ file:///tmp/build/80754af9/tensorflow-estimator_1599136169057/work/whl_temp/tensorflow_estimator-2.3.0-py2.py3-none-any.whl
termcolor==1.1.0
threadpoolctl @ file:///tmp/tmp9twdgx9k/threadpoolctl-2.1.0-py3-none-any.whl
tornado @ file:///C:/ci/tornado_1606942392901/work
tqdm @ file:///tmp/build/80754af9/tqdm_1607369919789/work
typing-extensions @ file:///tmp/build/80754af9/typing_extensions_1598376058250/work
urllib3 @ file:///tmp/build/80754af9/urllib3_1606938623459/work
Werkzeug==1.0.1
win-inet-pton @ file:///C:/ci/win_inet_pton_1605306167264/work
wincertstore==0.2
wrapt==1.12.1
yarl @ file:///C:/ci/yarl_1598045274898/work
zipp @ file:///tmp/build/80754af9/zipp_1604001098328/work
============== Conda Packages ==============
# packages in environment at C:\Users\ethan\MiniConda3\envs\faceswap:
#
# Name Version Build Channel
_tflow_select 2.3.0 eigen
absl-py 0.11.0 pyhd3eb1b0_1
aiohttp 3.7.3 py38h2bbff1b_1
astunparse 1.6.3 py_0
async-timeout 3.0.1 py38_0
attrs 20.3.0 pyhd3eb1b0_0
blas 1.0 mkl
blinker 1.4 py38_0
brotlipy 0.7.0 py38h2bbff1b_1003
ca-certificates 2020.12.8 haa95532_0
cachetools 4.2.0 pyhd3eb1b0_0
certifi 2020.12.5 py38haa95532_0
cffi 1.14.4 py38hcd4344a_0
chardet 3.0.4 py38haa95532_1003
click 7.1.2 py_0
cryptography 3.3.1 py38hcd4344a_0
cycler 0.10.0 py38_0
enum34 1.1.10 pypi_0 pypi
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 0.4.0 py_0
git 2.23.0 h6bb4b03_0
google-auth 1.24.0 pyhd3eb1b0_0
google-auth-oauthlib 0.4.2 pyhd3eb1b0_2
google-pasta 0.2.0 py_0
grpcio 1.31.0 py38he7da953_0
h5py 2.10.0 py38h5e291fa_0
hdf5 1.10.4 h7ebc959_0
icc_rt 2019.0.0 h0cc432a_1
icu 58.2 ha925a31_3
idna 2.10 py_0
imageio 2.9.0 py_0
imageio-ffmpeg 0.4.2 py_0 conda-forge
importlib-metadata 2.0.0 py_1
intel-openmp 2020.2 254
joblib 1.0.0 pyhd3eb1b0_0
jpeg 9b hb83a4c4_2
keras 2.2.4 pypi_0 pypi
keras-applications 1.0.8 py_1
keras-preprocessing 1.1.0 py_1
kiwisolver 1.3.0 py38hd77b12b_0
libpng 1.6.37 h2a8f88b_0
libprotobuf 3.13.0.1 h200bbdf_0
libtiff 4.1.0 h56a325e_1
lz4-c 1.9.2 hf4a77e7_3
markdown 3.3.3 py38haa95532_0
matplotlib 3.2.2 0
matplotlib-base 3.2.2 py38h64f37c6_0
mkl 2020.2 256
mkl-service 2.3.0 py38h196d8e1_0
mkl_fft 1.2.0 py38h45dec08_0
mkl_random 1.1.1 py38h47e9c7a_0
multidict 4.7.6 py38he774522_1
numpy 1.19.2 py38hadc3359_0
numpy-base 1.19.2 py38ha3acd2a_0
nvidia-ml-py3 7.352.1 pypi_0 pypi
oauthlib 3.1.0 py_0
olefile 0.46 py_0
opencv-python 4.4.0.46 pypi_0 pypi
openssl 1.1.1i h2bbff1b_0
opt_einsum 3.1.0 py_0
pathlib 1.0.1 py_1
pillow 8.0.1 py38h4fa10fc_0
pip 20.3.3 py38haa95532_0
plaidml 0.7.0 pypi_0 pypi
plaidml-keras 0.7.0 pypi_0 pypi
protobuf 3.13.0.1 py38ha925a31_1
psutil 5.7.2 py38he774522_0
pyasn1 0.4.8 py_0
pyasn1-modules 0.2.8 py_0
pycparser 2.20 py_2
pyjwt 1.7.1 py38_0
pyopenssl 20.0.1 pyhd3eb1b0_1
pyparsing 2.4.7 py_0
pyqt 5.9.2 py38ha925a31_4
pyreadline 2.1 py38_1
pysocks 1.7.1 py38haa95532_0
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
pyyaml 5.3.1 pypi_0 pypi
qt 5.9.7 vc14h73c81de_0
requests 2.25.1 pyhd3eb1b0_0
requests-oauthlib 1.3.0 py_0
rsa 4.6 py_0
scikit-learn 0.23.2 py38h47e9c7a_0
scipy 1.5.2 py38h14eb087_0
setuptools 51.0.0 py38haa95532_2
sip 4.19.13 py38ha925a31_0
six 1.15.0 py38haa95532_0
sqlite 3.33.0 h2a8f88b_0
tensorboard 2.3.0 pyh4dce500_0
tensorboard-plugin-wit 1.6.0 py_0
tensorflow 2.3.0 mkl_py38h8c0d9a2_0
tensorflow-base 2.3.0 eigen_py38h75a453f_0
tensorflow-estimator 2.3.0 pyheb71bc4_0
termcolor 1.1.0 py38_1
threadpoolctl 2.1.0 pyh5ca1d4c_0
tk 8.6.10 he774522_0
tornado 6.1 py38h2bbff1b_0
tqdm 4.54.1 pyhd3eb1b0_0
typing-extensions 3.7.4.3 0
typing_extensions 3.7.4.3 py_0
urllib3 1.26.2 pyhd3eb1b0_0
vc 14.2 h21ff451_1
vs2015_runtime 14.27.29016 h5e58377_2
werkzeug 1.0.1 py_0
wheel 0.36.2 pyhd3eb1b0_0
win_inet_pton 1.1.0 py38haa95532_0
wincertstore 0.2 py38_0
wrapt 1.12.1 py38he774522_1
xz 5.2.5 h62dcd97_0
yarl 1.5.1 py38he774522_0
zipp 3.4.0 pyhd3eb1b0_0
zlib 1.2.11 h62dcd97_4
zstd 1.4.5 h04227a9_0
================= Configs ==================
--------- .faceswap ---------
backend: amd
--------- 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: False
[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]
centering: legacy
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.dfaker]
output_size: 128
[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
Re: Help Please! AttributeError: 'Model' object has no attribute 'distribute_strategy'
Posted: Sun Dec 20, 2020 12:10 pm
by torzdf
Ok. This may be an issue with AMD backend version on latest update. I will need to look into this in the next couple of days
Re: Help Please! AttributeError: 'Model' object has no attribute 'distribute_strategy'
Posted: Sun Dec 20, 2020 12:13 pm
by Ethanfox
Ah ok, so I haven't done something stupid? Phew!
Thanks so much for the support and all your hard work. It's a fascinating area.
All the best,
Ethan
Re: Help Please! AttributeError: 'Model' object has no attribute 'distribute_strategy'
Posted: Sun Dec 20, 2020 12:15 pm
by torzdf
No problem.
If you could hit the "Generate" button and post the command that is generated (that causes this error), and re-post here, that would also be useful.
Re: Help Please! AttributeError: 'Model' object has no attribute 'distribute_strategy'
Posted: Sun Dec 20, 2020 12:30 pm
by Ethanfox
C:\Users\ethan\MiniConda3\envs\faceswap\python.exe C:\Users\ethan\faceswap\faceswap.py train -A "C:/Dropbox/My PC (MASTER)/Downloads/MY FACE" -ala C:/Users/ethan/Desktop/data_dst_alignments.fsa -B "C:/Dropbox/My PC (MASTER)/Downloads/SEAN FACE" -alb C:/Users/ethan/Desktop/data_src_alignments.fsa -m "C:/Dropbox/My PC (MASTER)/Downloads/MODEL" -t original -bs 30 -it 1000000 -s 250 -ss 25000 -tia "C:/Dropbox/My PC (MASTER)/Downloads/MY FACE" -tib "C:/Dropbox/My PC (MASTER)/Downloads/SEAN FACE" -to "C:/Dropbox/My PC (MASTER)/Downloads/TIMELAPSE" -ps 100 -L INFO
Re: Help Please! AttributeError: 'Model' object has no attribute 'distribute_strategy'
Posted: Wed Dec 23, 2020 4:56 pm
by awemazeinc
I ran into this same issue, and looked high and low for a solution. What I ended up doing is download v1 of faceswap to do my training, it works perfectly. Any extracting, converting, etc., I still do in v2.
Re: Help Please! AttributeError: 'Model' object has no attribute 'distribute_strategy'
Posted: Thu Dec 24, 2020 7:43 pm
by Hobojones
I'm a newbie too
Used for about 3 weeks and done a few simple videos but over the weekend getting the same error when training
I'm on amd too
Tried fresh install of Windows and still getting error but will train if exclude gpu?
Re: Help Please! AttributeError: 'Model' object has no attribute 'distribute_strategy'
Posted: Sat Dec 26, 2020 10:19 pm
by lightofhonor
Having the same issue and error. 
Code: Select all
C:\Users\light\MiniConda3\envs\faceswap\python.exe C:\Users\light\faceswap\faceswap.py train -A D:/Output2 -ala C:/Users/light/Downloads/videoplayback_alignments.fsa -B D:/Output -alb "C:/Users/light/Downloads/2014-07-26 04.05.fsa" -m D:/Output4 -t original -bs 16 -it 1000000 -s 250 -ss 25000 -ps 100 -L INFO
Re: Help Please! AttributeError: 'Model' object has no attribute 'distribute_strategy'
Posted: Sun Dec 27, 2020 12:33 pm
by torzdf
I plan to investigate this in the coming days, so hold tight.
Re: Help Please! AttributeError: 'Model' object has no attribute 'distribute_strategy'
Posted: Mon Dec 28, 2020 9:43 am
by MikeRediv
Same issue on an AMD RX 470 4GB. Worked fine two weeks ago. Thank you for looking into it!
Re: Help Please! AttributeError: 'Model' object has no attribute 'distribute_strategy'
Posted: Mon Dec 28, 2020 2:40 pm
by torzdf
Ok, this should be fixed in the latest version.
It seems that AMD backend is no longer compatible with Tensorboard logging above Tensorflow version 2.2.
As this is a dependency regression, it is best that you delete your Faceswap folder + re-run the installer. This should get things working again.