Doesn't seem to use gpu

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victaf
Posts: 1
Joined: Tue Mar 09, 2021 5:04 pm

Doesn't seem to use gpu

Post by victaf »

CPU is at 100 procent while training but GPU doesn't seem to be used at all. I even checked nvidia-smi so my task manager isn't just acting up like the FAQ suggested.
Here is the system information:

Code: Select all

============ System Information ============
encoding:            cp1252
git_branch:          master
git_commits:         9d75564 typofix: lib.model.layers - remove indent
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: Quadro P600
gpu_devices_active:  GPU_0
gpu_driver:          388.16
gpu_vram:            GPU_0: 2048MB
os_machine:          AMD64
os_platform:         Windows-10-10.0.19041-SP0
os_release:          10
py_command:          C:\Users\Sielke\faceswap/faceswap.py gui
py_conda_version:    conda 4.9.2
py_implementation:   CPython
py_version:          3.8.8
py_virtual_env:      True
sys_cores:           8
sys_processor:       Intel64 Family 6 Model 94 Stepping 3, GenuineIntel
sys_ram:             Total: 16199MB, Available: 10341MB, Used: 5857MB, Free: 10341MB

=============== Pip Packages ===============
absl-py @ file:///tmp/build/80754af9/absl-py_1607439979954/work
aiohttp @ file:///C:/ci/aiohttp_1614361024229/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_1611600262290/work
certifi==2020.12.5
cffi @ file:///C:/ci/cffi_1613247279197/work
chardet @ file:///C:/ci/chardet_1605303225733/work
click @ file:///home/linux1/recipes/ci/click_1610990599742/work
coverage @ file:///C:/ci/coverage_1614615074147/work
cryptography==2.9.2
cycler==0.10.0
Cython @ file:///C:/ci/cython_1614014958194/work
fastcluster==1.1.26
ffmpy==0.2.3
gast @ file:///tmp/build/80754af9/gast_1597433534803/work
google-auth @ file:///tmp/build/80754af9/google-auth_1613588361630/work
google-auth-oauthlib @ file:///tmp/build/80754af9/google-auth-oauthlib_1603929124518/work
google-pasta==0.2.0
grpcio @ file:///C:/ci/grpcio_1614616180712/work
h5py==2.10.0
idna @ file:///home/linux1/recipes/ci/idna_1610986105248/work
imageio @ file:///tmp/build/80754af9/imageio_1594161405741/work
imageio-ffmpeg @ file:///home/conda/feedstock_root/build_artifacts/imageio-ffmpeg_1609799311556/work
importlib-metadata @ file:///tmp/build/80754af9/importlib-metadata_1602276842396/work
joblib @ file:///tmp/build/80754af9/joblib_1613502643832/work
Keras-Applications @ file:///tmp/build/80754af9/keras-applications_1594366238411/work
Keras-Preprocessing @ file:///tmp/build/80754af9/keras-preprocessing_1612283640596/work
kiwisolver @ file:///C:/ci/kiwisolver_1612282606037/work
Markdown @ file:///C:/ci/markdown_1614364121613/work
matplotlib @ file:///C:/ci/matplotlib-base_1592837548929/work
mkl-fft==1.3.0
mkl-random==1.1.1
mkl-service==2.3.0
multidict @ file:///C:/ci/multidict_1607362065515/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==4.5.1.48
opt-einsum==3.1.0
pathlib==1.0.1
Pillow @ file:///C:/ci/pillow_1609786840597/work
protobuf==3.14.0
psutil @ file:///C:/ci/psutil_1612298324802/work
pyasn1==0.4.8
pyasn1-modules==0.2.8
pycparser @ file:///tmp/build/80754af9/pycparser_1594388511720/work
PyJWT @ file:///C:/ci/pyjwt_1610893382614/work
pyOpenSSL @ file:///tmp/build/80754af9/pyopenssl_1608057966937/work
pyparsing @ file:///home/linux1/recipes/ci/pyparsing_1610983426697/work
pyreadline==2.1
PySocks @ file:///C:/ci/pysocks_1605287845585/work
python-dateutil @ file:///home/ktietz/src/ci/python-dateutil_1611928101742/work
pywin32==227
requests @ file:///tmp/build/80754af9/requests_1608241421344/work
requests-oauthlib==1.3.0
rsa @ file:///tmp/build/80754af9/rsa_1614366226499/work
scikit-learn @ file:///C:/ci/scikit-learn_1614446896245/work
scipy @ file:///C:/ci/scipy_1614023125644/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_1611857934208/work
typing-extensions @ file:///tmp/build/80754af9/typing_extensions_1611751222202/work
urllib3 @ file:///tmp/build/80754af9/urllib3_1611694770489/work
Werkzeug @ file:///home/ktietz/src/ci/werkzeug_1611932622770/work
win-inet-pton @ file:///C:/ci/win_inet_pton_1605306167264/work
wincertstore==0.2
wrapt==1.12.1
yarl @ file:///C:/ci/yarl_1606940076464/work
zipp @ file:///tmp/build/80754af9/zipp_1604001098328/work

============== Conda Packages ==============
# packages in environment at C:\Users\Sielke\MiniConda3\envs\faceswap:
#
# Name                    Version                   Build  Channel
_tflow_select             2.3.0                       gpu  
absl-py                   0.11.0             pyhd3eb1b0_1  
aiohttp                   3.7.4            py38h2bbff1b_1  
astunparse                1.6.3                      py_0  
async-timeout             3.0.1            py38haa95532_0  
attrs                     20.3.0             pyhd3eb1b0_0  
blas                      1.0                         mkl  
blinker                   1.4              py38haa95532_0  
brotlipy                  0.7.0           py38h2bbff1b_1003  
ca-certificates           2021.1.19            haa95532_0  
cachetools                4.2.1              pyhd3eb1b0_0  
certifi                   2020.12.5        py38haa95532_0  
cffi                      1.14.5           py38hcd4344a_0  
chardet                   3.0.4           py38haa95532_1003  
click                     7.1.2              pyhd3eb1b0_0  
coverage                  5.5              py38h2bbff1b_2  
cryptography              2.9.2            py38h7a1dbc1_0  
cudatoolkit               10.1.243             h74a9793_0  
cudnn                     7.6.5                cuda10.1_0  
cycler                    0.10.0                   py38_0  
cython                    0.29.22          py38hd77b12b_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                      0.4.0                      py_0  
git                       2.23.0               h6bb4b03_0  
google-auth               1.27.0             pyhd3eb1b0_0  
google-auth-oauthlib      0.4.2              pyhd3eb1b0_2  
google-pasta              0.2.0                      py_0  
grpcio                    1.36.0           py38hc60d5dd_1  
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               pyhd3eb1b0_0  
imageio                   2.9.0                      py_0  
imageio-ffmpeg            0.4.3              pyhd8ed1ab_0    conda-forge
importlib-metadata        2.0.0                      py_1  
intel-openmp              2020.2                      254  
joblib                    1.0.1              pyhd3eb1b0_0  
jpeg                      9b                   hb83a4c4_2  
keras-applications        1.0.8                      py_1  
keras-preprocessing       1.1.2              pyhd3eb1b0_0  
kiwisolver                1.3.1            py38hd77b12b_0  
libpng                    1.6.37               h2a8f88b_0  
libprotobuf               3.14.0               h23ce68f_0  
libtiff                   4.1.0                h56a325e_1  
lz4-c                     1.9.3                h2bbff1b_0  
markdown                  3.3.4            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                   1.3.0            py38h46781fe_0  
mkl_random                1.1.1            py38h47e9c7a_0  
multidict                 5.1.0            py38h2bbff1b_2  
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             4.5.1.48                 pypi_0    pypi
openssl                   1.1.1j               h2bbff1b_0  
opt_einsum                3.1.0                      py_0  
pathlib                   1.0.1                      py_1  
pillow                    8.1.0            py38h4fa10fc_0  
pip                       21.0.1           py38haa95532_0  
protobuf                  3.14.0           py38hd77b12b_1  
psutil                    5.8.0            py38h2bbff1b_1  
pyasn1                    0.4.8                      py_0  
pyasn1-modules            0.2.8                      py_0  
pycparser                 2.20                       py_2  
pyjwt                     2.0.1            py38haa95532_0  
pyopenssl                 20.0.1             pyhd3eb1b0_1  
pyparsing                 2.4.7              pyhd3eb1b0_0  
pyqt                      5.9.2            py38ha925a31_4  
pyreadline                2.1                      py38_1  
pysocks                   1.7.1            py38haa95532_0  
python                    3.8.8                hdbf39b2_4  
python-dateutil           2.8.1              pyhd3eb1b0_0  
python_abi                3.8                      1_cp38    conda-forge
pywin32                   227              py38he774522_1  
qt                        5.9.7            vc14h73c81de_0  
requests                  2.25.1             pyhd3eb1b0_0  
requests-oauthlib         1.3.0                      py_0  
rsa                       4.7.2              pyhd3eb1b0_1  
scikit-learn              0.24.1           py38hf11a4ad_0  
scipy                     1.6.1            py38h14eb087_0  
setuptools                52.0.0           py38haa95532_0  
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_py38h1fcfbd6_0  
tensorflow-base           2.3.0           gpu_py38h7339f5a_0  
tensorflow-estimator      2.3.0              pyheb71bc4_0  
tensorflow-gpu            2.3.0                he13fc11_0  
termcolor                 1.1.0            py38haa95532_1  
threadpoolctl             2.1.0              pyh5ca1d4c_0  
tk                        8.6.10               he774522_0  
tornado                   6.1              py38h2bbff1b_0  
tqdm                      4.56.0             pyhd3eb1b0_0  
typing-extensions         3.7.4.3              hd3eb1b0_0  
typing_extensions         3.7.4.3            pyh06a4308_0  
urllib3                   1.26.3             pyhd3eb1b0_0  
vc                        14.2                 h21ff451_1  
vs2015_runtime            14.27.29016          h5e58377_2  
werkzeug                  1.0.1              pyhd3eb1b0_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                      1.6.3            py38h2bbff1b_0  
zipp                      3.4.0              pyhd3eb1b0_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:             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:                face
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
color_lightness:          30
color_ab:                 8
color_clahe_chance:       50
color_clahe_max_size:     4

I use the original trainer like the guide instructed.


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torzdf
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Re: Doesn't seem to use gpu

Post by torzdf »

You need to update your Nvidia Driver. 388.16 is too old for Cuda 10.1. I believe the minimum driver is 418

My word is final


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bryanlyon
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Re: Doesn't seem to use gpu

Post by bryanlyon »

In addition to what torzdf said, I'd like to point out that usint a 2gb card is going to be very hard. At best you'll be able to pull off one of the smaller models. You may want to see if you can get a larger card or use cloud services.


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