2023-01-07 15:57:01,210 - speechbrain.core - INFO - Beginning experiment!
2023-01-07 15:57:01,210 - speechbrain.core - INFO - Experiment folder: partly_frozen_splitted_wavlm
2023-01-07 15:57:01,912 - speechbrain.utils.superpowers - DEBUG - abkhazia==1.0
absl-py==0.11.0
aiohttp==3.8.0
aiosignal==1.2.0
alabaster==0.7.12
alembic==1.7.4
altgraph==0.17
antlr4-python3-runtime==4.8
appdirs==1.4.4
argcomplete==1.12.2
argon2-cffi==20.1.0
asgiref==3.6.0
astunparse==1.6.3
async-generator==1.10
async-timeout==4.0.0
attrdict==2.0.1
attrs==20.3.0
audeer==1.16.0
audformat==0.11.5
audinterface==0.7.0
audiofile==1.0.0
audiomentations==0.25.0
audioread==2.1.9
audobject==0.4.14
audresample==0.1.6
-e git+https://github.com/facebookresearch/WavAugment.git@54afcdb00ccc852c2f030f239f8532c9562b550e#egg=augment
autopage==0.4.0
Babel==2.9.0
backcall==0.2.0
beautifulsoup4==4.10.0
black==19.10b0
bleach==3.3.0
boto3==1.20.2
botocore==1.23.2
braceexpand==0.1.7
cachetools==4.2.0
certifi @ file:///croot/certifi_1671487769961/work/certifi
cffi==1.14.3
cfgv==3.2.0
chardet==3.0.4
charset-normalizer==2.0.7
click==7.1.2
cliff==3.9.0
clldutils==3.5.4
cmaes==0.8.2
cmake==3.18.4.post1
cmd2==2.2.0
colorama==0.4.4
colorlog==4.6.2
configparser==5.1.0
cryptography==38.0.4
csvw==1.8.1
cycler==0.10.0
Cython==0.29.21
dataclasses==0.6
datasets==1.5.0
decorator==4.4.2
deepspeech==0.9.1
defusedxml==0.7.1
denoiser==0.1.5
dill==0.3.3
Distance==0.1.3
distlib==0.3.1
Django==3.2.16
django-auditlog==2.2.1
django-filter==22.1
django-js-asset==1.2.2
django-mptt==0.14.0
djangorestframework==3.14.0
docker-pycreds==0.4.0
docopt==0.6.2
docutils==0.16
drf-excel==2.2.0
drf-flex-fields==1.0.0
drf-renderer-xlsx==0.4.1
easyocr==1.2.1
editdistance==0.6.0
emoji==2.2.0
entrypoints==0.3
et-xmlfile==1.1.0
exceptiongroup==1.1.0
farasapy==0.0.14
fasttext==0.9.2
ffmpeg-python==0.2.0
filelock==3.0.12
flake8==3.7.9
flatbuffers==1.12
frozendict==2.0.7
frozenlist==1.2.0
fsspec==2021.11.0
future==0.18.2
g2p-en==2.1.0
gast==0.3.3
gdown==4.2.0
gensim==4.0.1
gitdb==4.0.9
GitPython==3.1.24
google-auth==1.24.0
google-auth-oauthlib==0.4.2
google-pasta==0.2.0
greenlet==1.1.2
grpcio==1.32.0
h5features==1.3.2
h5py==2.10.0
htk-io==0.5
huggingface-hub==0.9.1
hydra-colorlog==0.1.4
hydra-core==0.11.3
HyperPyYAML==1.1.0
hypothesis==6.61.2
identify==1.5.10
idna==2.10
imageio==2.9.0
imagesize==1.2.0
importlib-metadata==4.8.1
importlib-resources==5.2.2
inflect==5.3.0
ipadic==1.0.0
ipykernel==5.3.4
ipython==7.19.0
ipython-genutils==0.2.0
ipywidgets==7.6.3
iso-639==0.4.5
isodate==0.6.0
isort==4.3.21
jedi==0.17.2
jieba==0.42.1
Jinja2==2.11.2
jiwer==2.2.0
jmespath==0.10.0
joblib==0.17.0
jsonschema==3.2.0
julius==0.2.7
jupyter-client==6.1.7
jupyter-core==4.7.0
jupyterlab-pygments==0.1.2
jupyterlab-widgets==1.0.0
kaitaistruct==0.9
kaldi-io==0.9.4
kaldi-python-io==1.2.2
kaldiio==2.17.2
kenlm @ https://github.com/kpu/kenlm/archive/master.zip
Keras-Preprocessing==1.1.2
kiwisolver==1.3.1
lang-trans==0.6.0
latexcodec==2.0.1
ldap3==2.9.1
librosa==0.9.0
llvmlite==0.35.0
lxml==4.9.0
Mako==1.1.5
Markdown==3.3.3
MarkupSafe==1.1.1
marshmallow==3.14.0
matplotlib==3.3.3
mccabe==0.6.1
mcd==0.4
mecab-python3==1.0.3
megatron-lm==2.2.0
mido==1.2.10
mistune==0.8.4
more-itertools==8.6.0
mpmath==1.2.1
multidict==5.2.0
multiprocess==0.70.11.1
nbclient==0.5.3
nbconvert==6.0.7
nbformat==5.1.3
NEMO==4.3.2
nemo-toolkit==1.4.0
nest-asyncio==1.5.1
networkx==2.5
nltk==3.5
nodeenv==1.5.0
notebook==6.3.0
numba==0.52.0
numpy==1.19.4
nvidia-cublas-cu11==11.10.3.66
nvidia-cuda-nvrtc-cu11==11.7.99
nvidia-cuda-runtime-cu11==11.7.99
nvidia-cudnn-cu11==8.5.0.96
oauthlib==3.1.0
omegaconf==1.4.1
onnx==1.10.2
OpenCC==1.1.2
opencv-python==4.4.0.46
openpyxl==3.0.9
opensmile==2.2.0
opt-einsum==3.3.0
optuna==2.10.0
oyaml==1.0
packaging==22.0
pandas==1.2.5
pandocfilters==1.4.3
pangu==4.0.6.1
parameterized==0.8.1
parso==0.7.1
pathspec==0.8.1
pathtools==0.1.2
pbr==5.6.0
pefile==2019.4.18
pescador==2.1.0
pesq==0.0.3
pexpect==4.8.0
phonemizer==2.2.1
pickleshare==0.7.5
Pillow==9.3.0
pip-api==0.0.23
pipreqs==0.4.11
pluggy==0.13.1
pooch==1.3.0
portalocker==2.3.2
pre-commit==2.9.0
pretty-midi==0.2.9
prettytable==2.2.1
progressbar2==3.53.1
prometheus-client==0.10.1
promise==2.3
prompt-toolkit==3.0.8
protobuf==3.14.0
psutil==5.6.6
ptyprocess==0.6.0
py==1.9.0
py-espeak-ng==0.1.8
pyannote.audio==1.1.1
pyannote.core==4.3
pyannote.database==4.1.1
pyannote.metrics==3.1
pyannote.pipeline==1.5.2
PyArabic==0.6.15
pyarrow==3.0.0
pyasn1==0.4.8
pyasn1-modules==0.2.8
pybind11==2.8.1
pybtex==0.24.0
pybtex-docutils==1.0.1
pycodestyle==2.5.0
pycparser==2.20
pyctcdecode==0.4.0
pyDeprecate==0.3.1
pydub==0.25.1
pyflakes==2.1.1
Pygments==2.7.2
pygtrie==2.5.0
pymodbus==2.5.3
pyparsing==2.4.7
pyperclip==1.8.2
pypinyin==0.43.0
pyrsistent==0.17.3
pyserial==3.5
PySocks==1.7.1
pystoi==0.3.3
pytest==5.4.1
pytest-runner==5.3.1
python-bidi==0.4.2
python-crfsuite==0.9.7
python-dateutil==2.8.2
python-Levenshtein==0.12.2
python-utils==2.4.0
pytorch-lightning==1.4.9
pytube==11.0.1
pytz==2022.6
PyWavelets==1.1.1
PyYAML==5.3.1
pyzmq==20.0.0
rapidfuzz==1.8.2
regex==2020.11.13
requests==2.28.1
requests-oauthlib==1.3.0
resampy==0.2.2
rfc3986==1.4.0
rsa==4.7
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.7
s3m==1.1.0
s3transfer==0.5.0
sacrebleu==2.0.0
sacremoses==0.0.44
scikit-image==0.18.1
scikit-learn==0.23.2
scipy==1.5.4
-e git+https://github.com/sanghack81/SDCIT@00d060dde733fde9345154a494f81e97fb395ca7#egg=SDCIT
seaborn==0.11.1
segments==2.1.3
Send2Trash==1.5.0
sentencepiece==0.1.94
sentry-sdk==1.4.3
shellingham==1.4.0
shortuuid==1.0.7
SIDEKIT==1.3.8.5.2
simplejson==3.17.5
six==1.15.0
smart-open==5.0.0
smmap==5.0.0
snowballstemmer==2.0.0
sortedcollections==2.1.0
sortedcontainers==2.4.0
sounddevice==0.4.5
SoundFile==0.10.3.post1
soupsieve==2.3
sox==1.4.1
sparsemax==0.1.9
speechbrain==0.5.13
sphfile==1.0.3
Sphinx==3.3.1
sphinx-rtd-theme==0.4.3
sphinxcontrib-applehelp==1.0.2
sphinxcontrib-bibtex==2.4.1
sphinxcontrib-devhelp==1.0.2
sphinxcontrib-htmlhelp==1.0.3
sphinxcontrib-jsmath==1.0.1
sphinxcontrib-qthelp==1.0.3
sphinxcontrib-serializinghtml==1.1.4
SQLAlchemy==1.4.25
sqlparse==0.4.2
stanza==1.4.2
stevedore==3.4.0
subprocess32==3.5.4
sympy==1.9
tabulate==0.8.9
tensorboard==2.4.0
tensorboard-plugin-wit==1.7.0
tensorflow==2.4.0
tensorflow-estimator==2.4.0
termcolor==1.1.0
terminado==0.9.4
testpath==0.4.4
threadpoolctl==2.1.0
tifffile==2020.12.8
tikzplotlib==0.9.8
tkseem==0.0.3
tokenizers==0.10.2
toml==0.10.2
torch==1.13.1
torch-stft==0.1.4
torchaudio==0.13.1
torchmetrics==0.6.0
torchvision==0.14.1
tornado==6.1
tqdm==4.61.1
trackrip==1.2.1
traitlets==5.0.5
transformers==4.15.0
typed-ast==1.4.1
typer==0.4.0
typing-extensions==3.7.4.3
Unidecode==1.3.2
uritemplate==3.0.1
urllib3==1.26.2
virtualenv==20.2.1
wandb==0.12.6
wcwidth==0.2.5
webdataset==0.1.62
webencodings==0.5.1
Werkzeug==1.0.1
wget==3.2
widgetsnbextension==3.5.1
wordninja==2.0.0
wrapt==1.12.1
xmltodict==0.13.0
xxhash==2.0.0
yamllint==1.23.0
yarg==0.1.9
yarl==1.7.2
yaspin==2.1.0
youtokentome==1.0.6
youtube-dl==2021.6.6
zipp==3.6.0


2023-01-07 15:57:02,047 - speechbrain.core - ERROR - Exception:
Traceback (most recent call last):
  File "ctc_train.py", line 305, in <module>
    train_data, valid_data, test_datasets, label_encoder = dataio_prepare(
  File "ctc_train.py", line 178, in dataio_prepare
    train_data = sb.dataio.dataset.DynamicItemDataset.from_csv(
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/speechbrain/dataio/dataset.py", line 365, in from_csv
    data = load_data_csv(csv_path, replacements)
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/speechbrain/dataio/dataio.py", line 127, in load_data_csv
    with open(csv_path, newline="") as csvfile:
FileNotFoundError: [Errno 2] No such file or directory: 'test_salah.csv'
2023-01-07 15:57:54,234 - speechbrain.core - INFO - Beginning experiment!
2023-01-07 15:57:54,234 - speechbrain.core - INFO - Experiment folder: partly_frozen_splitted_wavlm
2023-01-07 15:57:54,891 - speechbrain.utils.superpowers - DEBUG - abkhazia==1.0
absl-py==0.11.0
aiohttp==3.8.0
aiosignal==1.2.0
alabaster==0.7.12
alembic==1.7.4
altgraph==0.17
antlr4-python3-runtime==4.8
appdirs==1.4.4
argcomplete==1.12.2
argon2-cffi==20.1.0
asgiref==3.6.0
astunparse==1.6.3
async-generator==1.10
async-timeout==4.0.0
attrdict==2.0.1
attrs==20.3.0
audeer==1.16.0
audformat==0.11.5
audinterface==0.7.0
audiofile==1.0.0
audiomentations==0.25.0
audioread==2.1.9
audobject==0.4.14
audresample==0.1.6
-e git+https://github.com/facebookresearch/WavAugment.git@54afcdb00ccc852c2f030f239f8532c9562b550e#egg=augment
autopage==0.4.0
Babel==2.9.0
backcall==0.2.0
beautifulsoup4==4.10.0
black==19.10b0
bleach==3.3.0
boto3==1.20.2
botocore==1.23.2
braceexpand==0.1.7
cachetools==4.2.0
certifi @ file:///croot/certifi_1671487769961/work/certifi
cffi==1.14.3
cfgv==3.2.0
chardet==3.0.4
charset-normalizer==2.0.7
click==7.1.2
cliff==3.9.0
clldutils==3.5.4
cmaes==0.8.2
cmake==3.18.4.post1
cmd2==2.2.0
colorama==0.4.4
colorlog==4.6.2
configparser==5.1.0
cryptography==38.0.4
csvw==1.8.1
cycler==0.10.0
Cython==0.29.21
dataclasses==0.6
datasets==1.5.0
decorator==4.4.2
deepspeech==0.9.1
defusedxml==0.7.1
denoiser==0.1.5
dill==0.3.3
Distance==0.1.3
distlib==0.3.1
Django==3.2.16
django-auditlog==2.2.1
django-filter==22.1
django-js-asset==1.2.2
django-mptt==0.14.0
djangorestframework==3.14.0
docker-pycreds==0.4.0
docopt==0.6.2
docutils==0.16
drf-excel==2.2.0
drf-flex-fields==1.0.0
drf-renderer-xlsx==0.4.1
easyocr==1.2.1
editdistance==0.6.0
emoji==2.2.0
entrypoints==0.3
et-xmlfile==1.1.0
exceptiongroup==1.1.0
farasapy==0.0.14
fasttext==0.9.2
ffmpeg-python==0.2.0
filelock==3.0.12
flake8==3.7.9
flatbuffers==1.12
frozendict==2.0.7
frozenlist==1.2.0
fsspec==2021.11.0
future==0.18.2
g2p-en==2.1.0
gast==0.3.3
gdown==4.2.0
gensim==4.0.1
gitdb==4.0.9
GitPython==3.1.24
google-auth==1.24.0
google-auth-oauthlib==0.4.2
google-pasta==0.2.0
greenlet==1.1.2
grpcio==1.32.0
h5features==1.3.2
h5py==2.10.0
htk-io==0.5
huggingface-hub==0.9.1
hydra-colorlog==0.1.4
hydra-core==0.11.3
HyperPyYAML==1.1.0
hypothesis==6.61.2
identify==1.5.10
idna==2.10
imageio==2.9.0
imagesize==1.2.0
importlib-metadata==4.8.1
importlib-resources==5.2.2
inflect==5.3.0
ipadic==1.0.0
ipykernel==5.3.4
ipython==7.19.0
ipython-genutils==0.2.0
ipywidgets==7.6.3
iso-639==0.4.5
isodate==0.6.0
isort==4.3.21
jedi==0.17.2
jieba==0.42.1
Jinja2==2.11.2
jiwer==2.2.0
jmespath==0.10.0
joblib==0.17.0
jsonschema==3.2.0
julius==0.2.7
jupyter-client==6.1.7
jupyter-core==4.7.0
jupyterlab-pygments==0.1.2
jupyterlab-widgets==1.0.0
kaitaistruct==0.9
kaldi-io==0.9.4
kaldi-python-io==1.2.2
kaldiio==2.17.2
kenlm @ https://github.com/kpu/kenlm/archive/master.zip
Keras-Preprocessing==1.1.2
kiwisolver==1.3.1
lang-trans==0.6.0
latexcodec==2.0.1
ldap3==2.9.1
librosa==0.9.0
llvmlite==0.35.0
lxml==4.9.0
Mako==1.1.5
Markdown==3.3.3
MarkupSafe==1.1.1
marshmallow==3.14.0
matplotlib==3.3.3
mccabe==0.6.1
mcd==0.4
mecab-python3==1.0.3
megatron-lm==2.2.0
mido==1.2.10
mistune==0.8.4
more-itertools==8.6.0
mpmath==1.2.1
multidict==5.2.0
multiprocess==0.70.11.1
nbclient==0.5.3
nbconvert==6.0.7
nbformat==5.1.3
NEMO==4.3.2
nemo-toolkit==1.4.0
nest-asyncio==1.5.1
networkx==2.5
nltk==3.5
nodeenv==1.5.0
notebook==6.3.0
numba==0.52.0
numpy==1.19.4
nvidia-cublas-cu11==11.10.3.66
nvidia-cuda-nvrtc-cu11==11.7.99
nvidia-cuda-runtime-cu11==11.7.99
nvidia-cudnn-cu11==8.5.0.96
oauthlib==3.1.0
omegaconf==1.4.1
onnx==1.10.2
OpenCC==1.1.2
opencv-python==4.4.0.46
openpyxl==3.0.9
opensmile==2.2.0
opt-einsum==3.3.0
optuna==2.10.0
oyaml==1.0
packaging==22.0
pandas==1.2.5
pandocfilters==1.4.3
pangu==4.0.6.1
parameterized==0.8.1
parso==0.7.1
pathspec==0.8.1
pathtools==0.1.2
pbr==5.6.0
pefile==2019.4.18
pescador==2.1.0
pesq==0.0.3
pexpect==4.8.0
phonemizer==2.2.1
pickleshare==0.7.5
Pillow==9.3.0
pip-api==0.0.23
pipreqs==0.4.11
pluggy==0.13.1
pooch==1.3.0
portalocker==2.3.2
pre-commit==2.9.0
pretty-midi==0.2.9
prettytable==2.2.1
progressbar2==3.53.1
prometheus-client==0.10.1
promise==2.3
prompt-toolkit==3.0.8
protobuf==3.14.0
psutil==5.6.6
ptyprocess==0.6.0
py==1.9.0
py-espeak-ng==0.1.8
pyannote.audio==1.1.1
pyannote.core==4.3
pyannote.database==4.1.1
pyannote.metrics==3.1
pyannote.pipeline==1.5.2
PyArabic==0.6.15
pyarrow==3.0.0
pyasn1==0.4.8
pyasn1-modules==0.2.8
pybind11==2.8.1
pybtex==0.24.0
pybtex-docutils==1.0.1
pycodestyle==2.5.0
pycparser==2.20
pyctcdecode==0.4.0
pyDeprecate==0.3.1
pydub==0.25.1
pyflakes==2.1.1
Pygments==2.7.2
pygtrie==2.5.0
pymodbus==2.5.3
pyparsing==2.4.7
pyperclip==1.8.2
pypinyin==0.43.0
pyrsistent==0.17.3
pyserial==3.5
PySocks==1.7.1
pystoi==0.3.3
pytest==5.4.1
pytest-runner==5.3.1
python-bidi==0.4.2
python-crfsuite==0.9.7
python-dateutil==2.8.2
python-Levenshtein==0.12.2
python-utils==2.4.0
pytorch-lightning==1.4.9
pytube==11.0.1
pytz==2022.6
PyWavelets==1.1.1
PyYAML==5.3.1
pyzmq==20.0.0
rapidfuzz==1.8.2
regex==2020.11.13
requests==2.28.1
requests-oauthlib==1.3.0
resampy==0.2.2
rfc3986==1.4.0
rsa==4.7
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.7
s3m==1.1.0
s3transfer==0.5.0
sacrebleu==2.0.0
sacremoses==0.0.44
scikit-image==0.18.1
scikit-learn==0.23.2
scipy==1.5.4
-e git+https://github.com/sanghack81/SDCIT@00d060dde733fde9345154a494f81e97fb395ca7#egg=SDCIT
seaborn==0.11.1
segments==2.1.3
Send2Trash==1.5.0
sentencepiece==0.1.94
sentry-sdk==1.4.3
shellingham==1.4.0
shortuuid==1.0.7
SIDEKIT==1.3.8.5.2
simplejson==3.17.5
six==1.15.0
smart-open==5.0.0
smmap==5.0.0
snowballstemmer==2.0.0
sortedcollections==2.1.0
sortedcontainers==2.4.0
sounddevice==0.4.5
SoundFile==0.10.3.post1
soupsieve==2.3
sox==1.4.1
sparsemax==0.1.9
speechbrain==0.5.13
sphfile==1.0.3
Sphinx==3.3.1
sphinx-rtd-theme==0.4.3
sphinxcontrib-applehelp==1.0.2
sphinxcontrib-bibtex==2.4.1
sphinxcontrib-devhelp==1.0.2
sphinxcontrib-htmlhelp==1.0.3
sphinxcontrib-jsmath==1.0.1
sphinxcontrib-qthelp==1.0.3
sphinxcontrib-serializinghtml==1.1.4
SQLAlchemy==1.4.25
sqlparse==0.4.2
stanza==1.4.2
stevedore==3.4.0
subprocess32==3.5.4
sympy==1.9
tabulate==0.8.9
tensorboard==2.4.0
tensorboard-plugin-wit==1.7.0
tensorflow==2.4.0
tensorflow-estimator==2.4.0
termcolor==1.1.0
terminado==0.9.4
testpath==0.4.4
threadpoolctl==2.1.0
tifffile==2020.12.8
tikzplotlib==0.9.8
tkseem==0.0.3
tokenizers==0.10.2
toml==0.10.2
torch==1.13.1
torch-stft==0.1.4
torchaudio==0.13.1
torchmetrics==0.6.0
torchvision==0.14.1
tornado==6.1
tqdm==4.61.1
trackrip==1.2.1
traitlets==5.0.5
transformers==4.15.0
typed-ast==1.4.1
typer==0.4.0
typing-extensions==3.7.4.3
Unidecode==1.3.2
uritemplate==3.0.1
urllib3==1.26.2
virtualenv==20.2.1
wandb==0.12.6
wcwidth==0.2.5
webdataset==0.1.62
webencodings==0.5.1
Werkzeug==1.0.1
wget==3.2
widgetsnbextension==3.5.1
wordninja==2.0.0
wrapt==1.12.1
xmltodict==0.13.0
xxhash==2.0.0
yamllint==1.23.0
yarg==0.1.9
yarl==1.7.2
yaspin==2.1.0
youtokentome==1.0.6
youtube-dl==2021.6.6
zipp==3.6.0


2023-01-07 15:57:54,987 - speechbrain.dataio.encoder - DEBUG - Would load categorical encoding from partly_frozen_splitted_wavlm/save/label_encoder.txt, but file doesn't exist yet.
2023-01-07 15:57:54,988 - speechbrain.dataio.encoder - INFO - Moving label 'ت' from index 0, because '<blank>' was put at its place.
2023-01-07 15:57:54,988 - speechbrain.dataio.encoder - INFO - Moving label 'ع' from index 1, because '<bos>' was put at its place.
2023-01-07 15:57:54,989 - speechbrain.dataio.encoder - INFO - Moving label 'ب' from index 2, because '<eos>' was put at its place.
2023-01-07 15:57:54,989 - speechbrain.dataio.encoder - INFO - Load called, but CTCTextEncoder is not empty. Loaded data will overwrite everything. This is normal if there is e.g. an unk label defined at init.
2023-01-07 15:57:54,990 - speechbrain.dataio.encoder - DEBUG - Loaded categorical encoding from partly_frozen_splitted_wavlm/save/label_encoder.txt
2023-01-07 15:57:54,990 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used
2023-01-07 15:57:54,990 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used
2023-01-07 15:57:57,073 - speechbrain.core - INFO - 313.4M trainable parameters in ASR
2023-01-07 15:57:57,075 - speechbrain.utils.checkpoints - INFO - Would load a checkpoint here, but none found yet.
2023-01-07 15:57:57,075 - speechbrain.utils.epoch_loop - INFO - Going into epoch 1
2023-01-07 15:57:57,132 - speechbrain.core - ERROR - Exception:
Traceback (most recent call last):
  File "ctc_train.py", line 322, in <module>
    asr_brain.fit(
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/speechbrain/core.py", line 1153, in fit
    self._fit_train(train_set=train_set, epoch=epoch, enable=enable)
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/speechbrain/core.py", line 1009, in _fit_train
    loss = self.fit_batch(batch)
  File "ctc_train.py", line 88, in fit_batch
    predictions = self.compute_forward(batch, sb.Stage.TRAIN)
  File "ctc_train.py", line 42, in compute_forward
    feats = self.modules.wav2vec2(wavs)
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/torch/nn/modules/module.py", line 1194, in _call_impl
    return forward_call(*input, **kwargs)
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/speechbrain/lobes/models/huggingface_wav2vec.py", line 266, in forward
    return self.extract_features(wav)
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/speechbrain/lobes/models/huggingface_wav2vec.py", line 281, in extract_features
    out = self.model(wav)[0]
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/torch/nn/modules/module.py", line 1194, in _call_impl
    return forward_call(*input, **kwargs)
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/transformers/models/wavlm/modeling_wavlm.py", line 1232, in forward
    extract_features = self.feature_extractor(input_values)
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/torch/nn/modules/module.py", line 1194, in _call_impl
    return forward_call(*input, **kwargs)
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/transformers/models/wavlm/modeling_wavlm.py", line 400, in forward
    hidden_states = conv_layer(hidden_states)
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/torch/nn/modules/module.py", line 1194, in _call_impl
    return forward_call(*input, **kwargs)
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/transformers/models/wavlm/modeling_wavlm.py", line 270, in forward
    hidden_states = self.conv(hidden_states)
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/torch/nn/modules/module.py", line 1194, in _call_impl
    return forward_call(*input, **kwargs)
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/torch/nn/modules/conv.py", line 313, in forward
    return self._conv_forward(input, self.weight, self.bias)
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/torch/nn/modules/conv.py", line 309, in _conv_forward
    return F.conv1d(input, weight, bias, self.stride,
RuntimeError: Expected 2D (unbatched) or 3D (batched) input to conv1d, but got input of size: [2, 1, 168960, 1]
2023-01-07 15:59:22,733 - speechbrain.core - INFO - Beginning experiment!
2023-01-07 15:59:22,733 - speechbrain.core - INFO - Experiment folder: partly_frozen_splitted_wavlm
2023-01-07 15:59:23,373 - speechbrain.utils.superpowers - DEBUG - abkhazia==1.0
absl-py==0.11.0
aiohttp==3.8.0
aiosignal==1.2.0
alabaster==0.7.12
alembic==1.7.4
altgraph==0.17
antlr4-python3-runtime==4.8
appdirs==1.4.4
argcomplete==1.12.2
argon2-cffi==20.1.0
asgiref==3.6.0
astunparse==1.6.3
async-generator==1.10
async-timeout==4.0.0
attrdict==2.0.1
attrs==20.3.0
audeer==1.16.0
audformat==0.11.5
audinterface==0.7.0
audiofile==1.0.0
audiomentations==0.25.0
audioread==2.1.9
audobject==0.4.14
audresample==0.1.6
-e git+https://github.com/facebookresearch/WavAugment.git@54afcdb00ccc852c2f030f239f8532c9562b550e#egg=augment
autopage==0.4.0
Babel==2.9.0
backcall==0.2.0
beautifulsoup4==4.10.0
black==19.10b0
bleach==3.3.0
boto3==1.20.2
botocore==1.23.2
braceexpand==0.1.7
cachetools==4.2.0
certifi @ file:///croot/certifi_1671487769961/work/certifi
cffi==1.14.3
cfgv==3.2.0
chardet==3.0.4
charset-normalizer==2.0.7
click==7.1.2
cliff==3.9.0
clldutils==3.5.4
cmaes==0.8.2
cmake==3.18.4.post1
cmd2==2.2.0
colorama==0.4.4
colorlog==4.6.2
configparser==5.1.0
cryptography==38.0.4
csvw==1.8.1
cycler==0.10.0
Cython==0.29.21
dataclasses==0.6
datasets==1.5.0
decorator==4.4.2
deepspeech==0.9.1
defusedxml==0.7.1
denoiser==0.1.5
dill==0.3.3
Distance==0.1.3
distlib==0.3.1
Django==3.2.16
django-auditlog==2.2.1
django-filter==22.1
django-js-asset==1.2.2
django-mptt==0.14.0
djangorestframework==3.14.0
docker-pycreds==0.4.0
docopt==0.6.2
docutils==0.16
drf-excel==2.2.0
drf-flex-fields==1.0.0
drf-renderer-xlsx==0.4.1
easyocr==1.2.1
editdistance==0.6.0
emoji==2.2.0
entrypoints==0.3
et-xmlfile==1.1.0
exceptiongroup==1.1.0
farasapy==0.0.14
fasttext==0.9.2
ffmpeg-python==0.2.0
filelock==3.0.12
flake8==3.7.9
flatbuffers==1.12
frozendict==2.0.7
frozenlist==1.2.0
fsspec==2021.11.0
future==0.18.2
g2p-en==2.1.0
gast==0.3.3
gdown==4.2.0
gensim==4.0.1
gitdb==4.0.9
GitPython==3.1.24
google-auth==1.24.0
google-auth-oauthlib==0.4.2
google-pasta==0.2.0
greenlet==1.1.2
grpcio==1.32.0
h5features==1.3.2
h5py==2.10.0
htk-io==0.5
huggingface-hub==0.9.1
hydra-colorlog==0.1.4
hydra-core==0.11.3
HyperPyYAML==1.1.0
hypothesis==6.61.2
identify==1.5.10
idna==2.10
imageio==2.9.0
imagesize==1.2.0
importlib-metadata==4.8.1
importlib-resources==5.2.2
inflect==5.3.0
ipadic==1.0.0
ipykernel==5.3.4
ipython==7.19.0
ipython-genutils==0.2.0
ipywidgets==7.6.3
iso-639==0.4.5
isodate==0.6.0
isort==4.3.21
jedi==0.17.2
jieba==0.42.1
Jinja2==2.11.2
jiwer==2.2.0
jmespath==0.10.0
joblib==0.17.0
jsonschema==3.2.0
julius==0.2.7
jupyter-client==6.1.7
jupyter-core==4.7.0
jupyterlab-pygments==0.1.2
jupyterlab-widgets==1.0.0
kaitaistruct==0.9
kaldi-io==0.9.4
kaldi-python-io==1.2.2
kaldiio==2.17.2
kenlm @ https://github.com/kpu/kenlm/archive/master.zip
Keras-Preprocessing==1.1.2
kiwisolver==1.3.1
lang-trans==0.6.0
latexcodec==2.0.1
ldap3==2.9.1
librosa==0.9.0
llvmlite==0.35.0
lxml==4.9.0
Mako==1.1.5
Markdown==3.3.3
MarkupSafe==1.1.1
marshmallow==3.14.0
matplotlib==3.3.3
mccabe==0.6.1
mcd==0.4
mecab-python3==1.0.3
megatron-lm==2.2.0
mido==1.2.10
mistune==0.8.4
more-itertools==8.6.0
mpmath==1.2.1
multidict==5.2.0
multiprocess==0.70.11.1
nbclient==0.5.3
nbconvert==6.0.7
nbformat==5.1.3
NEMO==4.3.2
nemo-toolkit==1.4.0
nest-asyncio==1.5.1
networkx==2.5
nltk==3.5
nodeenv==1.5.0
notebook==6.3.0
numba==0.52.0
numpy==1.19.4
nvidia-cublas-cu11==11.10.3.66
nvidia-cuda-nvrtc-cu11==11.7.99
nvidia-cuda-runtime-cu11==11.7.99
nvidia-cudnn-cu11==8.5.0.96
oauthlib==3.1.0
omegaconf==1.4.1
onnx==1.10.2
OpenCC==1.1.2
opencv-python==4.4.0.46
openpyxl==3.0.9
opensmile==2.2.0
opt-einsum==3.3.0
optuna==2.10.0
oyaml==1.0
packaging==22.0
pandas==1.2.5
pandocfilters==1.4.3
pangu==4.0.6.1
parameterized==0.8.1
parso==0.7.1
pathspec==0.8.1
pathtools==0.1.2
pbr==5.6.0
pefile==2019.4.18
pescador==2.1.0
pesq==0.0.3
pexpect==4.8.0
phonemizer==2.2.1
pickleshare==0.7.5
Pillow==9.3.0
pip-api==0.0.23
pipreqs==0.4.11
pluggy==0.13.1
pooch==1.3.0
portalocker==2.3.2
pre-commit==2.9.0
pretty-midi==0.2.9
prettytable==2.2.1
progressbar2==3.53.1
prometheus-client==0.10.1
promise==2.3
prompt-toolkit==3.0.8
protobuf==3.14.0
psutil==5.6.6
ptyprocess==0.6.0
py==1.9.0
py-espeak-ng==0.1.8
pyannote.audio==1.1.1
pyannote.core==4.3
pyannote.database==4.1.1
pyannote.metrics==3.1
pyannote.pipeline==1.5.2
PyArabic==0.6.15
pyarrow==3.0.0
pyasn1==0.4.8
pyasn1-modules==0.2.8
pybind11==2.8.1
pybtex==0.24.0
pybtex-docutils==1.0.1
pycodestyle==2.5.0
pycparser==2.20
pyctcdecode==0.4.0
pyDeprecate==0.3.1
pydub==0.25.1
pyflakes==2.1.1
Pygments==2.7.2
pygtrie==2.5.0
pymodbus==2.5.3
pyparsing==2.4.7
pyperclip==1.8.2
pypinyin==0.43.0
pyrsistent==0.17.3
pyserial==3.5
PySocks==1.7.1
pystoi==0.3.3
pytest==5.4.1
pytest-runner==5.3.1
python-bidi==0.4.2
python-crfsuite==0.9.7
python-dateutil==2.8.2
python-Levenshtein==0.12.2
python-utils==2.4.0
pytorch-lightning==1.4.9
pytube==11.0.1
pytz==2022.6
PyWavelets==1.1.1
PyYAML==5.3.1
pyzmq==20.0.0
rapidfuzz==1.8.2
regex==2020.11.13
requests==2.28.1
requests-oauthlib==1.3.0
resampy==0.2.2
rfc3986==1.4.0
rsa==4.7
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.7
s3m==1.1.0
s3transfer==0.5.0
sacrebleu==2.0.0
sacremoses==0.0.44
scikit-image==0.18.1
scikit-learn==0.23.2
scipy==1.5.4
-e git+https://github.com/sanghack81/SDCIT@00d060dde733fde9345154a494f81e97fb395ca7#egg=SDCIT
seaborn==0.11.1
segments==2.1.3
Send2Trash==1.5.0
sentencepiece==0.1.94
sentry-sdk==1.4.3
shellingham==1.4.0
shortuuid==1.0.7
SIDEKIT==1.3.8.5.2
simplejson==3.17.5
six==1.15.0
smart-open==5.0.0
smmap==5.0.0
snowballstemmer==2.0.0
sortedcollections==2.1.0
sortedcontainers==2.4.0
sounddevice==0.4.5
SoundFile==0.10.3.post1
soupsieve==2.3
sox==1.4.1
sparsemax==0.1.9
speechbrain==0.5.13
sphfile==1.0.3
Sphinx==3.3.1
sphinx-rtd-theme==0.4.3
sphinxcontrib-applehelp==1.0.2
sphinxcontrib-bibtex==2.4.1
sphinxcontrib-devhelp==1.0.2
sphinxcontrib-htmlhelp==1.0.3
sphinxcontrib-jsmath==1.0.1
sphinxcontrib-qthelp==1.0.3
sphinxcontrib-serializinghtml==1.1.4
SQLAlchemy==1.4.25
sqlparse==0.4.2
stanza==1.4.2
stevedore==3.4.0
subprocess32==3.5.4
sympy==1.9
tabulate==0.8.9
tensorboard==2.4.0
tensorboard-plugin-wit==1.7.0
tensorflow==2.4.0
tensorflow-estimator==2.4.0
termcolor==1.1.0
terminado==0.9.4
testpath==0.4.4
threadpoolctl==2.1.0
tifffile==2020.12.8
tikzplotlib==0.9.8
tkseem==0.0.3
tokenizers==0.10.2
toml==0.10.2
torch==1.13.1
torch-stft==0.1.4
torchaudio==0.13.1
torchmetrics==0.6.0
torchvision==0.14.1
tornado==6.1
tqdm==4.61.1
trackrip==1.2.1
traitlets==5.0.5
transformers==4.15.0
typed-ast==1.4.1
typer==0.4.0
typing-extensions==3.7.4.3
Unidecode==1.3.2
uritemplate==3.0.1
urllib3==1.26.2
virtualenv==20.2.1
wandb==0.12.6
wcwidth==0.2.5
webdataset==0.1.62
webencodings==0.5.1
Werkzeug==1.0.1
wget==3.2
widgetsnbextension==3.5.1
wordninja==2.0.0
wrapt==1.12.1
xmltodict==0.13.0
xxhash==2.0.0
yamllint==1.23.0
yarg==0.1.9
yarl==1.7.2
yaspin==2.1.0
youtokentome==1.0.6
youtube-dl==2021.6.6
zipp==3.6.0


2023-01-07 15:59:23,493 - speechbrain.dataio.encoder - DEBUG - Loaded categorical encoding from partly_frozen_splitted_wavlm/save/label_encoder.txt
2023-01-07 15:59:23,493 - speechbrain.dataio.encoder - INFO - Load called, but CTCTextEncoder is not empty. Loaded data will overwrite everything. This is normal if there is e.g. an unk label defined at init.
2023-01-07 15:59:23,494 - speechbrain.dataio.encoder - DEBUG - Loaded categorical encoding from partly_frozen_splitted_wavlm/save/label_encoder.txt
2023-01-07 15:59:23,495 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used
2023-01-07 15:59:23,495 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used
2023-01-07 15:59:24,946 - speechbrain.core - INFO - 313.4M trainable parameters in ASR
2023-01-07 15:59:24,949 - speechbrain.utils.checkpoints - INFO - Would load a checkpoint here, but none found yet.
2023-01-07 15:59:24,949 - speechbrain.utils.epoch_loop - INFO - Going into epoch 1
2023-01-07 15:59:27,528 - speechbrain.core - ERROR - Exception:
Traceback (most recent call last):
  File "ctc_train.py", line 322, in <module>
    asr_brain.fit(
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/speechbrain/core.py", line 1153, in fit
    self._fit_train(train_set=train_set, epoch=epoch, enable=enable)
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/speechbrain/core.py", line 1009, in _fit_train
    loss = self.fit_batch(batch)
  File "ctc_train.py", line 92, in fit_batch
    self.wav2vec_optimizer.step()
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/torch/optim/optimizer.py", line 140, in wrapper
    out = func(*args, **kwargs)
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/torch/optim/optimizer.py", line 23, in _use_grad
    ret = func(self, *args, **kwargs)
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/torch/optim/adam.py", line 220, in step
    state['exp_avg_sq'] = torch.zeros_like(p, memory_format=torch.preserve_format)
torch.cuda.OutOfMemoryError: CUDA out of memory. Tried to allocate 16.00 MiB (GPU 0; 5.80 GiB total capacity; 3.82 GiB already allocated; 52.50 MiB free; 3.94 GiB reserved in total by PyTorch) If reserved memory is >> allocated memory try setting max_split_size_mb to avoid fragmentation.  See documentation for Memory Management and PYTORCH_CUDA_ALLOC_CONF
2023-01-07 15:59:54,237 - speechbrain.core - INFO - Beginning experiment!
2023-01-07 15:59:54,237 - speechbrain.core - INFO - Experiment folder: partly_frozen_splitted_wavlm
2023-01-07 15:59:54,868 - speechbrain.utils.superpowers - DEBUG - abkhazia==1.0
absl-py==0.11.0
aiohttp==3.8.0
aiosignal==1.2.0
alabaster==0.7.12
alembic==1.7.4
altgraph==0.17
antlr4-python3-runtime==4.8
appdirs==1.4.4
argcomplete==1.12.2
argon2-cffi==20.1.0
asgiref==3.6.0
astunparse==1.6.3
async-generator==1.10
async-timeout==4.0.0
attrdict==2.0.1
attrs==20.3.0
audeer==1.16.0
audformat==0.11.5
audinterface==0.7.0
audiofile==1.0.0
audiomentations==0.25.0
audioread==2.1.9
audobject==0.4.14
audresample==0.1.6
-e git+https://github.com/facebookresearch/WavAugment.git@54afcdb00ccc852c2f030f239f8532c9562b550e#egg=augment
autopage==0.4.0
Babel==2.9.0
backcall==0.2.0
beautifulsoup4==4.10.0
black==19.10b0
bleach==3.3.0
boto3==1.20.2
botocore==1.23.2
braceexpand==0.1.7
cachetools==4.2.0
certifi @ file:///croot/certifi_1671487769961/work/certifi
cffi==1.14.3
cfgv==3.2.0
chardet==3.0.4
charset-normalizer==2.0.7
click==7.1.2
cliff==3.9.0
clldutils==3.5.4
cmaes==0.8.2
cmake==3.18.4.post1
cmd2==2.2.0
colorama==0.4.4
colorlog==4.6.2
configparser==5.1.0
cryptography==38.0.4
csvw==1.8.1
cycler==0.10.0
Cython==0.29.21
dataclasses==0.6
datasets==1.5.0
decorator==4.4.2
deepspeech==0.9.1
defusedxml==0.7.1
denoiser==0.1.5
dill==0.3.3
Distance==0.1.3
distlib==0.3.1
Django==3.2.16
django-auditlog==2.2.1
django-filter==22.1
django-js-asset==1.2.2
django-mptt==0.14.0
djangorestframework==3.14.0
docker-pycreds==0.4.0
docopt==0.6.2
docutils==0.16
drf-excel==2.2.0
drf-flex-fields==1.0.0
drf-renderer-xlsx==0.4.1
easyocr==1.2.1
editdistance==0.6.0
emoji==2.2.0
entrypoints==0.3
et-xmlfile==1.1.0
exceptiongroup==1.1.0
farasapy==0.0.14
fasttext==0.9.2
ffmpeg-python==0.2.0
filelock==3.0.12
flake8==3.7.9
flatbuffers==1.12
frozendict==2.0.7
frozenlist==1.2.0
fsspec==2021.11.0
future==0.18.2
g2p-en==2.1.0
gast==0.3.3
gdown==4.2.0
gensim==4.0.1
gitdb==4.0.9
GitPython==3.1.24
google-auth==1.24.0
google-auth-oauthlib==0.4.2
google-pasta==0.2.0
greenlet==1.1.2
grpcio==1.32.0
h5features==1.3.2
h5py==2.10.0
htk-io==0.5
huggingface-hub==0.9.1
hydra-colorlog==0.1.4
hydra-core==0.11.3
HyperPyYAML==1.1.0
hypothesis==6.61.2
identify==1.5.10
idna==2.10
imageio==2.9.0
imagesize==1.2.0
importlib-metadata==4.8.1
importlib-resources==5.2.2
inflect==5.3.0
ipadic==1.0.0
ipykernel==5.3.4
ipython==7.19.0
ipython-genutils==0.2.0
ipywidgets==7.6.3
iso-639==0.4.5
isodate==0.6.0
isort==4.3.21
jedi==0.17.2
jieba==0.42.1
Jinja2==2.11.2
jiwer==2.2.0
jmespath==0.10.0
joblib==0.17.0
jsonschema==3.2.0
julius==0.2.7
jupyter-client==6.1.7
jupyter-core==4.7.0
jupyterlab-pygments==0.1.2
jupyterlab-widgets==1.0.0
kaitaistruct==0.9
kaldi-io==0.9.4
kaldi-python-io==1.2.2
kaldiio==2.17.2
kenlm @ https://github.com/kpu/kenlm/archive/master.zip
Keras-Preprocessing==1.1.2
kiwisolver==1.3.1
lang-trans==0.6.0
latexcodec==2.0.1
ldap3==2.9.1
librosa==0.9.0
llvmlite==0.35.0
lxml==4.9.0
Mako==1.1.5
Markdown==3.3.3
MarkupSafe==1.1.1
marshmallow==3.14.0
matplotlib==3.3.3
mccabe==0.6.1
mcd==0.4
mecab-python3==1.0.3
megatron-lm==2.2.0
mido==1.2.10
mistune==0.8.4
more-itertools==8.6.0
mpmath==1.2.1
multidict==5.2.0
multiprocess==0.70.11.1
nbclient==0.5.3
nbconvert==6.0.7
nbformat==5.1.3
NEMO==4.3.2
nemo-toolkit==1.4.0
nest-asyncio==1.5.1
networkx==2.5
nltk==3.5
nodeenv==1.5.0
notebook==6.3.0
numba==0.52.0
numpy==1.19.4
nvidia-cublas-cu11==11.10.3.66
nvidia-cuda-nvrtc-cu11==11.7.99
nvidia-cuda-runtime-cu11==11.7.99
nvidia-cudnn-cu11==8.5.0.96
oauthlib==3.1.0
omegaconf==1.4.1
onnx==1.10.2
OpenCC==1.1.2
opencv-python==4.4.0.46
openpyxl==3.0.9
opensmile==2.2.0
opt-einsum==3.3.0
optuna==2.10.0
oyaml==1.0
packaging==22.0
pandas==1.2.5
pandocfilters==1.4.3
pangu==4.0.6.1
parameterized==0.8.1
parso==0.7.1
pathspec==0.8.1
pathtools==0.1.2
pbr==5.6.0
pefile==2019.4.18
pescador==2.1.0
pesq==0.0.3
pexpect==4.8.0
phonemizer==2.2.1
pickleshare==0.7.5
Pillow==9.3.0
pip-api==0.0.23
pipreqs==0.4.11
pluggy==0.13.1
pooch==1.3.0
portalocker==2.3.2
pre-commit==2.9.0
pretty-midi==0.2.9
prettytable==2.2.1
progressbar2==3.53.1
prometheus-client==0.10.1
promise==2.3
prompt-toolkit==3.0.8
protobuf==3.14.0
psutil==5.6.6
ptyprocess==0.6.0
py==1.9.0
py-espeak-ng==0.1.8
pyannote.audio==1.1.1
pyannote.core==4.3
pyannote.database==4.1.1
pyannote.metrics==3.1
pyannote.pipeline==1.5.2
PyArabic==0.6.15
pyarrow==3.0.0
pyasn1==0.4.8
pyasn1-modules==0.2.8
pybind11==2.8.1
pybtex==0.24.0
pybtex-docutils==1.0.1
pycodestyle==2.5.0
pycparser==2.20
pyctcdecode==0.4.0
pyDeprecate==0.3.1
pydub==0.25.1
pyflakes==2.1.1
Pygments==2.7.2
pygtrie==2.5.0
pymodbus==2.5.3
pyparsing==2.4.7
pyperclip==1.8.2
pypinyin==0.43.0
pyrsistent==0.17.3
pyserial==3.5
PySocks==1.7.1
pystoi==0.3.3
pytest==5.4.1
pytest-runner==5.3.1
python-bidi==0.4.2
python-crfsuite==0.9.7
python-dateutil==2.8.2
python-Levenshtein==0.12.2
python-utils==2.4.0
pytorch-lightning==1.4.9
pytube==11.0.1
pytz==2022.6
PyWavelets==1.1.1
PyYAML==5.3.1
pyzmq==20.0.0
rapidfuzz==1.8.2
regex==2020.11.13
requests==2.28.1
requests-oauthlib==1.3.0
resampy==0.2.2
rfc3986==1.4.0
rsa==4.7
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.7
s3m==1.1.0
s3transfer==0.5.0
sacrebleu==2.0.0
sacremoses==0.0.44
scikit-image==0.18.1
scikit-learn==0.23.2
scipy==1.5.4
-e git+https://github.com/sanghack81/SDCIT@00d060dde733fde9345154a494f81e97fb395ca7#egg=SDCIT
seaborn==0.11.1
segments==2.1.3
Send2Trash==1.5.0
sentencepiece==0.1.94
sentry-sdk==1.4.3
shellingham==1.4.0
shortuuid==1.0.7
SIDEKIT==1.3.8.5.2
simplejson==3.17.5
six==1.15.0
smart-open==5.0.0
smmap==5.0.0
snowballstemmer==2.0.0
sortedcollections==2.1.0
sortedcontainers==2.4.0
sounddevice==0.4.5
SoundFile==0.10.3.post1
soupsieve==2.3
sox==1.4.1
sparsemax==0.1.9
speechbrain==0.5.13
sphfile==1.0.3
Sphinx==3.3.1
sphinx-rtd-theme==0.4.3
sphinxcontrib-applehelp==1.0.2
sphinxcontrib-bibtex==2.4.1
sphinxcontrib-devhelp==1.0.2
sphinxcontrib-htmlhelp==1.0.3
sphinxcontrib-jsmath==1.0.1
sphinxcontrib-qthelp==1.0.3
sphinxcontrib-serializinghtml==1.1.4
SQLAlchemy==1.4.25
sqlparse==0.4.2
stanza==1.4.2
stevedore==3.4.0
subprocess32==3.5.4
sympy==1.9
tabulate==0.8.9
tensorboard==2.4.0
tensorboard-plugin-wit==1.7.0
tensorflow==2.4.0
tensorflow-estimator==2.4.0
termcolor==1.1.0
terminado==0.9.4
testpath==0.4.4
threadpoolctl==2.1.0
tifffile==2020.12.8
tikzplotlib==0.9.8
tkseem==0.0.3
tokenizers==0.10.2
toml==0.10.2
torch==1.13.1
torch-stft==0.1.4
torchaudio==0.13.1
torchmetrics==0.6.0
torchvision==0.14.1
tornado==6.1
tqdm==4.61.1
trackrip==1.2.1
traitlets==5.0.5
transformers==4.15.0
typed-ast==1.4.1
typer==0.4.0
typing-extensions==3.7.4.3
Unidecode==1.3.2
uritemplate==3.0.1
urllib3==1.26.2
virtualenv==20.2.1
wandb==0.12.6
wcwidth==0.2.5
webdataset==0.1.62
webencodings==0.5.1
Werkzeug==1.0.1
wget==3.2
widgetsnbextension==3.5.1
wordninja==2.0.0
wrapt==1.12.1
xmltodict==0.13.0
xxhash==2.0.0
yamllint==1.23.0
yarg==0.1.9
yarl==1.7.2
yaspin==2.1.0
youtokentome==1.0.6
youtube-dl==2021.6.6
zipp==3.6.0


2023-01-07 15:59:54,960 - speechbrain.dataio.encoder - DEBUG - Loaded categorical encoding from partly_frozen_splitted_wavlm/save/label_encoder.txt
2023-01-07 15:59:54,960 - speechbrain.dataio.encoder - INFO - Load called, but CTCTextEncoder is not empty. Loaded data will overwrite everything. This is normal if there is e.g. an unk label defined at init.
2023-01-07 15:59:54,961 - speechbrain.dataio.encoder - DEBUG - Loaded categorical encoding from partly_frozen_splitted_wavlm/save/label_encoder.txt
2023-01-07 15:59:54,961 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used
2023-01-07 15:59:54,961 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used
2023-01-07 15:59:56,396 - speechbrain.core - INFO - 313.4M trainable parameters in ASR
2023-01-07 15:59:56,398 - speechbrain.utils.checkpoints - INFO - Would load a checkpoint here, but none found yet.
2023-01-07 15:59:56,398 - speechbrain.utils.epoch_loop - INFO - Going into epoch 1
2023-01-07 15:59:57,755 - speechbrain.core - ERROR - Exception:
Traceback (most recent call last):
  File "ctc_train.py", line 322, in <module>
    asr_brain.fit(
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/speechbrain/core.py", line 1153, in fit
    self._fit_train(train_set=train_set, epoch=epoch, enable=enable)
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/speechbrain/core.py", line 1009, in _fit_train
    loss = self.fit_batch(batch)
  File "ctc_train.py", line 92, in fit_batch
    self.wav2vec_optimizer.step()
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/torch/optim/optimizer.py", line 140, in wrapper
    out = func(*args, **kwargs)
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/torch/optim/optimizer.py", line 23, in _use_grad
    ret = func(self, *args, **kwargs)
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/torch/optim/adam.py", line 218, in step
    state['exp_avg'] = torch.zeros_like(p, memory_format=torch.preserve_format)
torch.cuda.OutOfMemoryError: CUDA out of memory. Tried to allocate 20.00 MiB (GPU 0; 5.80 GiB total capacity; 3.86 GiB already allocated; 64.50 MiB free; 3.93 GiB reserved in total by PyTorch) If reserved memory is >> allocated memory try setting max_split_size_mb to avoid fragmentation.  See documentation for Memory Management and PYTORCH_CUDA_ALLOC_CONF
2023-01-07 16:00:47,395 - speechbrain.core - INFO - Beginning experiment!
2023-01-07 16:00:47,395 - speechbrain.core - INFO - Experiment folder: partly_frozen_splitted_wavlm
2023-01-07 16:00:48,055 - speechbrain.utils.superpowers - DEBUG - abkhazia==1.0
absl-py==0.11.0
aiohttp==3.8.0
aiosignal==1.2.0
alabaster==0.7.12
alembic==1.7.4
altgraph==0.17
antlr4-python3-runtime==4.8
appdirs==1.4.4
argcomplete==1.12.2
argon2-cffi==20.1.0
asgiref==3.6.0
astunparse==1.6.3
async-generator==1.10
async-timeout==4.0.0
attrdict==2.0.1
attrs==20.3.0
audeer==1.16.0
audformat==0.11.5
audinterface==0.7.0
audiofile==1.0.0
audiomentations==0.25.0
audioread==2.1.9
audobject==0.4.14
audresample==0.1.6
-e git+https://github.com/facebookresearch/WavAugment.git@54afcdb00ccc852c2f030f239f8532c9562b550e#egg=augment
autopage==0.4.0
Babel==2.9.0
backcall==0.2.0
beautifulsoup4==4.10.0
black==19.10b0
bleach==3.3.0
boto3==1.20.2
botocore==1.23.2
braceexpand==0.1.7
cachetools==4.2.0
certifi @ file:///croot/certifi_1671487769961/work/certifi
cffi==1.14.3
cfgv==3.2.0
chardet==3.0.4
charset-normalizer==2.0.7
click==7.1.2
cliff==3.9.0
clldutils==3.5.4
cmaes==0.8.2
cmake==3.18.4.post1
cmd2==2.2.0
colorama==0.4.4
colorlog==4.6.2
configparser==5.1.0
cryptography==38.0.4
csvw==1.8.1
cycler==0.10.0
Cython==0.29.21
dataclasses==0.6
datasets==1.5.0
decorator==4.4.2
deepspeech==0.9.1
defusedxml==0.7.1
denoiser==0.1.5
dill==0.3.3
Distance==0.1.3
distlib==0.3.1
Django==3.2.16
django-auditlog==2.2.1
django-filter==22.1
django-js-asset==1.2.2
django-mptt==0.14.0
djangorestframework==3.14.0
docker-pycreds==0.4.0
docopt==0.6.2
docutils==0.16
drf-excel==2.2.0
drf-flex-fields==1.0.0
drf-renderer-xlsx==0.4.1
easyocr==1.2.1
editdistance==0.6.0
emoji==2.2.0
entrypoints==0.3
et-xmlfile==1.1.0
exceptiongroup==1.1.0
farasapy==0.0.14
fasttext==0.9.2
ffmpeg-python==0.2.0
filelock==3.0.12
flake8==3.7.9
flatbuffers==1.12
frozendict==2.0.7
frozenlist==1.2.0
fsspec==2021.11.0
future==0.18.2
g2p-en==2.1.0
gast==0.3.3
gdown==4.2.0
gensim==4.0.1
gitdb==4.0.9
GitPython==3.1.24
google-auth==1.24.0
google-auth-oauthlib==0.4.2
google-pasta==0.2.0
greenlet==1.1.2
grpcio==1.32.0
h5features==1.3.2
h5py==2.10.0
htk-io==0.5
huggingface-hub==0.9.1
hydra-colorlog==0.1.4
hydra-core==0.11.3
HyperPyYAML==1.1.0
hypothesis==6.61.2
identify==1.5.10
idna==2.10
imageio==2.9.0
imagesize==1.2.0
importlib-metadata==4.8.1
importlib-resources==5.2.2
inflect==5.3.0
ipadic==1.0.0
ipykernel==5.3.4
ipython==7.19.0
ipython-genutils==0.2.0
ipywidgets==7.6.3
iso-639==0.4.5
isodate==0.6.0
isort==4.3.21
jedi==0.17.2
jieba==0.42.1
Jinja2==2.11.2
jiwer==2.2.0
jmespath==0.10.0
joblib==0.17.0
jsonschema==3.2.0
julius==0.2.7
jupyter-client==6.1.7
jupyter-core==4.7.0
jupyterlab-pygments==0.1.2
jupyterlab-widgets==1.0.0
kaitaistruct==0.9
kaldi-io==0.9.4
kaldi-python-io==1.2.2
kaldiio==2.17.2
kenlm @ https://github.com/kpu/kenlm/archive/master.zip
Keras-Preprocessing==1.1.2
kiwisolver==1.3.1
lang-trans==0.6.0
latexcodec==2.0.1
ldap3==2.9.1
librosa==0.9.0
llvmlite==0.35.0
lxml==4.9.0
Mako==1.1.5
Markdown==3.3.3
MarkupSafe==1.1.1
marshmallow==3.14.0
matplotlib==3.3.3
mccabe==0.6.1
mcd==0.4
mecab-python3==1.0.3
megatron-lm==2.2.0
mido==1.2.10
mistune==0.8.4
more-itertools==8.6.0
mpmath==1.2.1
multidict==5.2.0
multiprocess==0.70.11.1
nbclient==0.5.3
nbconvert==6.0.7
nbformat==5.1.3
NEMO==4.3.2
nemo-toolkit==1.4.0
nest-asyncio==1.5.1
networkx==2.5
nltk==3.5
nodeenv==1.5.0
notebook==6.3.0
numba==0.52.0
numpy==1.19.4
nvidia-cublas-cu11==11.10.3.66
nvidia-cuda-nvrtc-cu11==11.7.99
nvidia-cuda-runtime-cu11==11.7.99
nvidia-cudnn-cu11==8.5.0.96
oauthlib==3.1.0
omegaconf==1.4.1
onnx==1.10.2
OpenCC==1.1.2
opencv-python==4.4.0.46
openpyxl==3.0.9
opensmile==2.2.0
opt-einsum==3.3.0
optuna==2.10.0
oyaml==1.0
packaging==22.0
pandas==1.2.5
pandocfilters==1.4.3
pangu==4.0.6.1
parameterized==0.8.1
parso==0.7.1
pathspec==0.8.1
pathtools==0.1.2
pbr==5.6.0
pefile==2019.4.18
pescador==2.1.0
pesq==0.0.3
pexpect==4.8.0
phonemizer==2.2.1
pickleshare==0.7.5
Pillow==9.3.0
pip-api==0.0.23
pipreqs==0.4.11
pluggy==0.13.1
pooch==1.3.0
portalocker==2.3.2
pre-commit==2.9.0
pretty-midi==0.2.9
prettytable==2.2.1
progressbar2==3.53.1
prometheus-client==0.10.1
promise==2.3
prompt-toolkit==3.0.8
protobuf==3.14.0
psutil==5.6.6
ptyprocess==0.6.0
py==1.9.0
py-espeak-ng==0.1.8
pyannote.audio==1.1.1
pyannote.core==4.3
pyannote.database==4.1.1
pyannote.metrics==3.1
pyannote.pipeline==1.5.2
PyArabic==0.6.15
pyarrow==3.0.0
pyasn1==0.4.8
pyasn1-modules==0.2.8
pybind11==2.8.1
pybtex==0.24.0
pybtex-docutils==1.0.1
pycodestyle==2.5.0
pycparser==2.20
pyctcdecode==0.4.0
pyDeprecate==0.3.1
pydub==0.25.1
pyflakes==2.1.1
Pygments==2.7.2
pygtrie==2.5.0
pymodbus==2.5.3
pyparsing==2.4.7
pyperclip==1.8.2
pypinyin==0.43.0
pyrsistent==0.17.3
pyserial==3.5
PySocks==1.7.1
pystoi==0.3.3
pytest==5.4.1
pytest-runner==5.3.1
python-bidi==0.4.2
python-crfsuite==0.9.7
python-dateutil==2.8.2
python-Levenshtein==0.12.2
python-utils==2.4.0
pytorch-lightning==1.4.9
pytube==11.0.1
pytz==2022.6
PyWavelets==1.1.1
PyYAML==5.3.1
pyzmq==20.0.0
rapidfuzz==1.8.2
regex==2020.11.13
requests==2.28.1
requests-oauthlib==1.3.0
resampy==0.2.2
rfc3986==1.4.0
rsa==4.7
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.7
s3m==1.1.0
s3transfer==0.5.0
sacrebleu==2.0.0
sacremoses==0.0.44
scikit-image==0.18.1
scikit-learn==0.23.2
scipy==1.5.4
-e git+https://github.com/sanghack81/SDCIT@00d060dde733fde9345154a494f81e97fb395ca7#egg=SDCIT
seaborn==0.11.1
segments==2.1.3
Send2Trash==1.5.0
sentencepiece==0.1.94
sentry-sdk==1.4.3
shellingham==1.4.0
shortuuid==1.0.7
SIDEKIT==1.3.8.5.2
simplejson==3.17.5
six==1.15.0
smart-open==5.0.0
smmap==5.0.0
snowballstemmer==2.0.0
sortedcollections==2.1.0
sortedcontainers==2.4.0
sounddevice==0.4.5
SoundFile==0.10.3.post1
soupsieve==2.3
sox==1.4.1
sparsemax==0.1.9
speechbrain==0.5.13
sphfile==1.0.3
Sphinx==3.3.1
sphinx-rtd-theme==0.4.3
sphinxcontrib-applehelp==1.0.2
sphinxcontrib-bibtex==2.4.1
sphinxcontrib-devhelp==1.0.2
sphinxcontrib-htmlhelp==1.0.3
sphinxcontrib-jsmath==1.0.1
sphinxcontrib-qthelp==1.0.3
sphinxcontrib-serializinghtml==1.1.4
SQLAlchemy==1.4.25
sqlparse==0.4.2
stanza==1.4.2
stevedore==3.4.0
subprocess32==3.5.4
sympy==1.9
tabulate==0.8.9
tensorboard==2.4.0
tensorboard-plugin-wit==1.7.0
tensorflow==2.4.0
tensorflow-estimator==2.4.0
termcolor==1.1.0
terminado==0.9.4
testpath==0.4.4
threadpoolctl==2.1.0
tifffile==2020.12.8
tikzplotlib==0.9.8
tkseem==0.0.3
tokenizers==0.10.2
toml==0.10.2
torch==1.13.1
torch-stft==0.1.4
torchaudio==0.13.1
torchmetrics==0.6.0
torchvision==0.14.1
tornado==6.1
tqdm==4.61.1
trackrip==1.2.1
traitlets==5.0.5
transformers==4.15.0
typed-ast==1.4.1
typer==0.4.0
typing-extensions==3.7.4.3
Unidecode==1.3.2
uritemplate==3.0.1
urllib3==1.26.2
virtualenv==20.2.1
wandb==0.12.6
wcwidth==0.2.5
webdataset==0.1.62
webencodings==0.5.1
Werkzeug==1.0.1
wget==3.2
widgetsnbextension==3.5.1
wordninja==2.0.0
wrapt==1.12.1
xmltodict==0.13.0
xxhash==2.0.0
yamllint==1.23.0
yarg==0.1.9
yarl==1.7.2
yaspin==2.1.0
youtokentome==1.0.6
youtube-dl==2021.6.6
zipp==3.6.0


2023-01-07 16:00:48,174 - speechbrain.dataio.encoder - DEBUG - Loaded categorical encoding from partly_frozen_splitted_wavlm/save/label_encoder.txt
2023-01-07 16:00:48,174 - speechbrain.dataio.encoder - INFO - Load called, but CTCTextEncoder is not empty. Loaded data will overwrite everything. This is normal if there is e.g. an unk label defined at init.
2023-01-07 16:00:48,175 - speechbrain.dataio.encoder - DEBUG - Loaded categorical encoding from partly_frozen_splitted_wavlm/save/label_encoder.txt
2023-01-07 16:00:48,176 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used
2023-01-07 16:00:48,176 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used
2023-01-07 16:00:49,674 - speechbrain.core - INFO - 313.4M trainable parameters in ASR
2023-01-07 16:00:50,298 - speechbrain.utils.checkpoints - INFO - Would load a checkpoint here, but none found yet.
2023-01-07 16:00:50,298 - speechbrain.utils.epoch_loop - INFO - Going into epoch 1
2023-01-07 16:01:08,641 - speechbrain.core - ERROR - Exception:
Traceback (most recent call last):
  File "ctc_train.py", line 324, in <module>
    asr_brain.fit(
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/speechbrain/core.py", line 1153, in fit
    self._fit_train(train_set=train_set, epoch=epoch, enable=enable)
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/speechbrain/core.py", line 1009, in _fit_train
    loss = self.fit_batch(batch)
  File "ctc_train.py", line 92, in fit_batch
    self.wav2vec_optimizer.step()
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/torch/optim/optimizer.py", line 140, in wrapper
    out = func(*args, **kwargs)
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/torch/optim/optimizer.py", line 23, in _use_grad
    ret = func(self, *args, **kwargs)
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/torch/optim/adam.py", line 234, in step
    adam(params_with_grad,
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/torch/optim/adam.py", line 300, in adam
    func(params,
  File "/home/salah/anaconda3/envs/salah/lib/python3.8/site-packages/torch/optim/adam.py", line 410, in _single_tensor_adam
    denom = (exp_avg_sq.sqrt() / bias_correction2_sqrt).add_(eps)
KeyboardInterrupt