TalkNet collab log

GPU 0: Tesla T4 (UUID: GPU-42198e2d-a7a3-9b06-821c-fd13ccc12929)

Fri Jan 21 07:17:34 2022

+-----------------------------------------------------------------------------+

| NVIDIA-SMI 495.46 Driver Version: 460.32.03 CUDA Version: 11.2 |

|-------------------------------+----------------------+----------------------+

| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC |

| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |

| | | MIG M. |

|===============================+======================+======================|

| 0 Tesla T4 Off | 00000000:00:04.0 Off | 0 |

| N/A 56C P8 10W / 70W | 0MiB / 15109MiB | 0% Default |

| | | N/A |

+-------------------------------+----------------------+----------------------+

 

+-----------------------------------------------------------------------------+

| Processes: |

| GPU GI CI PID Type Process name GPU Memory |

| ID ID Usage |

|=============================================================================|

| No running processes found |

+-----------------------------------------------------------------------------+

 

Step 2: Download dependencies.

Reading package lists... Done

Building dependency tree

Reading state information... Done

libsndfile1 is already the newest version (1.0.28-4ubuntu0.18.04.2).

ffmpeg is already the newest version (7:3.4.8-0ubuntu0.2).

The following additional packages will be installed:

libmagic-mgc libmagic1 libopencore-amrnb0 libopencore-amrwb0 libsox-fmt-alsa

libsox-fmt-base libsox3

Suggested packages:

file libsox-fmt-all

The following NEW packages will be installed:

libmagic-mgc libmagic1 libopencore-amrnb0 libopencore-amrwb0 libsox-fmt-alsa

libsox-fmt-base libsox3 sox

0 upgraded, 8 newly installed, 0 to remove and 37 not upgraded.

Need to get 760 kB of archives.

After this operation, 6,717 kB of additional disk space will be used.

Get:1 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libopencore-amrnb0 amd64 0.1.3-2.1 [92.0 kB]

Get:2 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libopencore-amrwb0 amd64 0.1.3-2.1 [45.8 kB]

Get:3 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libmagic-mgc amd64 1:5.32-2ubuntu0.4 [184 kB]

Get:4 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libmagic1 amd64 1:5.32-2ubuntu0.4 [68.6 kB]

Get:5 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 libsox3 amd64 14.4.2-3ubuntu0.18.04.1 [226 kB]

Get:6 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 libsox-fmt-alsa amd64 14.4.2-3ubuntu0.18.04.1 [10.6 kB]

Get:7 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 libsox-fmt-base amd64 14.4.2-3ubuntu0.18.04.1 [32.1 kB]

Get:8 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 sox amd64 14.4.2-3ubuntu0.18.04.1 [101 kB]

Fetched 760 kB in 0s (7,263 kB/s)

Selecting previously unselected package libopencore-amrnb0:amd64.

(Reading database ... 155229 files and directories currently installed.)

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Unpacking libsox3:amd64 (14.4.2-3ubuntu0.18.04.1) ...

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Preparing to unpack .../5-libsox-fmt-alsa_14.4.2-3ubuntu0.18.04.1_amd64.deb ...

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Preparing to unpack .../6-libsox-fmt-base_14.4.2-3ubuntu0.18.04.1_amd64.deb ...

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Setting up libmagic1:amd64 (1:5.32-2ubuntu0.4) ...

Setting up libopencore-amrnb0:amd64 (0.1.3-2.1) ...

Setting up libopencore-amrwb0:amd64 (0.1.3-2.1) ...

Setting up libsox3:amd64 (14.4.2-3ubuntu0.18.04.1) ...

Setting up libsox-fmt-base:amd64 (14.4.2-3ubuntu0.18.04.1) ...

Setting up libsox-fmt-alsa:amd64 (14.4.2-3ubuntu0.18.04.1) ...

Setting up sox (14.4.2-3ubuntu0.18.04.1) ...

Processing triggers for libc-bin (2.27-3ubuntu1.3) ...

/sbin/ldconfig.real: /usr/local/lib/python3.7/dist-packages/ideep4py/lib/libmkldnn.so.0 is not a symbolic link

 

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Building wheels for collected packages: dash, dash-core-components, dash-html-components, dash-table, antlr4-python3-runtime, future, wrapt, wget, pysptk, kaldiio, pescador, distance, pesq, pystoi, crepe, pyperclip

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Created wheel for crepe: filename=crepe-0.0.12-py3-none-any.whl size=134848696 sha256=e075a66838bd36ff591457fc059a5c95d5732c444370f8296f462cbacebd48f1

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Successfully built dash dash-core-components dash-html-components dash-table antlr4-python3-runtime future wrapt wget pysptk kaldiio pescador distance pesq pystoi crepe pyperclip

Installing collected packages: typing-extensions, setuptools, pyperclip, pbr, multidict, frozenlist, yarl, typer, stevedore, simplejson, shellingham, PyYAML, Mako, colorama, cmd2, autopage, asynctest, async-timeout, aiosignal, torch, pyDeprecate, pyannote.core, grpcio, fsspec, colorlog, cmaes, cliff, brotli, alembic, aiohttp, torchmetrics, textgrid, pyannote.database, optuna, future, flask-compress, dash-table, dash-html-components, dash-core-components, antlr4-python3-runtime, wrapt, torchvision, tensorflow-estimator, sortedcollections, pytorch-lightning, pypar, pyannote.pipeline, pyannote.metrics, praat-parselmouth, pescador, omegaconf, hmmlearn, h5py, gast, flatbuffers, distance, dash, ansi2html, wget, unidecode, torchtext, torchcrepe, torchaudio, torch-stft, tensorflow, taming-transformers-rom1504, pystoi, pysptk, pydub, pyannote.audio, psola, pesq, kaldiio, jupyter-dash, g2p-en, frozendict, ffmpeg-python, einops, dash-bootstrap-components, crepe

Attempting uninstall: typing-extensions

Found existing installation: typing-extensions 3.10.0.2

Uninstalling typing-extensions-3.10.0.2:

Successfully uninstalled typing-extensions-3.10.0.2

Attempting uninstall: setuptools

Found existing installation: setuptools 57.4.0

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Successfully uninstalled setuptools-57.4.0

Attempting uninstall: PyYAML

Found existing installation: PyYAML 3.13

Uninstalling PyYAML-3.13:

Successfully uninstalled PyYAML-3.13

Attempting uninstall: torch

Found existing installation: torch 1.10.0+cu111

Uninstalling torch-1.10.0+cu111:

Successfully uninstalled torch-1.10.0+cu111

Attempting uninstall: grpcio

Found existing installation: grpcio 1.43.0

Uninstalling grpcio-1.43.0:

Successfully uninstalled grpcio-1.43.0

Attempting uninstall: future

Found existing installation: future 0.16.0

Uninstalling future-0.16.0:

Successfully uninstalled future-0.16.0

Attempting uninstall: wrapt

Found existing installation: wrapt 1.13.3

Uninstalling wrapt-1.13.3:

Successfully uninstalled wrapt-1.13.3

Attempting uninstall: torchvision

Found existing installation: torchvision 0.11.1+cu111

Uninstalling torchvision-0.11.1+cu111:

Successfully uninstalled torchvision-0.11.1+cu111

Attempting uninstall: tensorflow-estimator

Found existing installation: tensorflow-estimator 2.7.0

Uninstalling tensorflow-estimator-2.7.0:

Successfully uninstalled tensorflow-estimator-2.7.0

Attempting uninstall: h5py

Found existing installation: h5py 3.1.0

Uninstalling h5py-3.1.0:

Successfully uninstalled h5py-3.1.0

Attempting uninstall: gast

Found existing installation: gast 0.4.0

Uninstalling gast-0.4.0:

Successfully uninstalled gast-0.4.0

Attempting uninstall: flatbuffers

Found existing installation: flatbuffers 2.0

Uninstalling flatbuffers-2.0:

Successfully uninstalled flatbuffers-2.0

Attempting uninstall: torchtext

Found existing installation: torchtext 0.11.0

Uninstalling torchtext-0.11.0:

Successfully uninstalled torchtext-0.11.0

Attempting uninstall: torchaudio

Found existing installation: torchaudio 0.10.0+cu111

Uninstalling torchaudio-0.10.0+cu111:

Successfully uninstalled torchaudio-0.10.0+cu111

Attempting uninstall: tensorflow

Found existing installation: tensorflow 2.7.0

Uninstalling tensorflow-2.7.0:

Successfully uninstalled tensorflow-2.7.0

ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.

datascience 0.10.6 requires folium==0.2.1, but you have folium 0.8.3 which is incompatible.

Successfully installed Mako-1.1.6 PyYAML-6.0 aiohttp-3.8.1 aiosignal-1.2.0 alembic-1.7.5 ansi2html-1.6.0 antlr4-python3-runtime-4.8 async-timeout-4.0.2 asynctest-0.13.0 autopage-0.4.0 brotli-1.0.9 cliff-3.10.0 cmaes-0.8.2 cmd2-2.3.3 colorama-0.4.4 colorlog-6.6.0 crepe-0.0.12 dash-1.21.0 dash-bootstrap-components-0.13.0 dash-core-components-1.17.1 dash-html-components-1.1.4 dash-table-4.12.0 distance-0.1.3 einops-0.4.0 ffmpeg-python-0.2.0 flask-compress-1.10.1 flatbuffers-1.12 frozendict-2.2.0 frozenlist-1.3.0 fsspec-2022.1.0 future-0.18.2 g2p-en-2.1.0 gast-0.3.3 grpcio-1.32.0 h5py-2.10.0 hmmlearn-0.2.6 jupyter-dash-0.4.0 kaldiio-2.17.2 multidict-5.2.0 omegaconf-2.1.1 optuna-2.10.0 pbr-5.8.0 pescador-2.1.0 pesq-0.0.3 praat-parselmouth-0.4.0 psola-0.0.1 pyDeprecate-0.3.1 pyannote.audio-1.1.2 pyannote.core-4.3 pyannote.database-4.1.1 pyannote.metrics-3.2 pyannote.pipeline-1.5.2 pydub-0.25.1 pypar-0.0.2 pyperclip-1.8.2 pysptk-0.1.20 pystoi-0.3.3 pytorch-lightning-1.5.9 setuptools-59.5.0 shellingham-1.4.0 simplejson-3.17.6 sortedcollections-2.1.0 stevedore-3.5.0 taming-transformers-rom1504-0.0.6 tensorflow-2.4.1 tensorflow-estimator-2.4.0 textgrid-1.5 torch-1.8.1 torch-stft-0.1.4 torchaudio-0.8.1 torchcrepe-0.0.15 torchmetrics-0.7.0 torchtext-0.9.1 torchvision-0.9.1 typer-0.4.0 typing-extensions-3.7.4.3 unidecode-1.3.2 wget-3.2 wrapt-1.12.1 yarl-1.7.2

WARNING: The following packages were previously imported in this runtime:

[pkg_resources,pydevd_plugins]

You must restart the runtime in order to use newly installed versions.

Collecting git+https://github.com/SortAnon/NeMo.git

Cloning https://github.com/SortAnon/NeMo.git to /tmp/pip-req-build-q7vxmxd6

Running command git clone -q https://github.com/SortAnon/NeMo.git /tmp/pip-req-build-q7vxmxd6

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Collecting huggingface-hub<1.0,>=0.1.0

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Collecting sacremoses

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Collecting tokenizers<0.11,>=0.10.1

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Collecting braceexpand

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Building wheels for collected packages: nemo-toolkit

Building wheel for nemo-toolkit (setup.py) ... done

Created wheel for nemo-toolkit: filename=nemo_toolkit-1.0.2-py3-none-any.whl size=1280128 sha256=980a1fd7af4318874970862d6bafdfd971ffebc355c196718dbf7cb3f5d10eb5

Stored in directory: /tmp/pip-ephem-wheel-cache-72l67vd2/wheels/cf/ce/5e/66f1ab00f11caab90d78ddd4496c37312408ceed2a8c30e9b8

Successfully built nemo-toolkit

Installing collected packages: tokenizers, sacremoses, ruamel.yaml.clib, huggingface-hub, braceexpand, webdataset, transformers, sentencepiece, ruamel.yaml, pangu, opencc, onnx, hydra-core, nemo-toolkit

Successfully installed braceexpand-0.1.7 huggingface-hub-0.4.0 hydra-core-1.1.1 nemo-toolkit-1.0.2 onnx-1.10.2 opencc-1.1.3 pangu-4.0.6.1 ruamel.yaml-0.17.20 ruamel.yaml.clib-0.2.6 sacremoses-0.0.47 sentencepiece-0.1.96 tokenizers-0.10.3 transformers-4.15.0 webdataset-0.1.62

 

Step 3: Run the interface.

[NeMo W 2022-01-21 02:36:17 optimizers:47] Apex was not found. Using the lamb optimizer will error out.

[nltk_data] Downloading package averaged_perceptron_tagger to

[nltk_data] /root/nltk_data...

[nltk_data] Unzipping taggers/averaged_perceptron_tagger.zip.

[nltk_data] Downloading package cmudict to /root/nltk_data...

[nltk_data] Unzipping corpora/cmudict.zip.

[NeMo W 2022-01-21 02:36:19 experimental:28] Module <class 'nemo.collections.asr.data.audio_to_text_dali.AudioToCharDALIDataset'> is experimental, not ready for production and is not fully supported. Use at your own risk.

[NeMo I 2022-01-21 02:36:19 cloud:66] Downloading from: https://api.ngc.nvidia.com/v2/models/nvidia/nemo/asr_talknet_aligner/versions/1.0.0rc1/files/qn5x5_libri_tts_phonemes.nemo to /root/.cache/torch/NeMo/NeMo_1.0.2/qn5x5_libri_tts_phonemes/656c7439dd3a0d614978529371be498b/qn5x5_libri_tts_phonemes.nemo

[NeMo I 2022-01-21 02:36:23 common:676] Instantiating model from pre-trained checkpoint

[NeMo W 2022-01-21 02:36:24 features:230] Using torch_stft is deprecated and will be removed in 1.1.0. Please set stft_conv and stft_exact_pad to False for FilterbankFeatures and AudioToMelSpectrogramPreprocessor. Please set exact_pad to True as needed.

[NeMo I 2022-01-21 02:36:24 features:252] PADDING: 1

[NeMo I 2022-01-21 02:36:24 features:262] STFT using conv

[NeMo I 2022-01-21 02:36:31 modelPT:439] Model EncDecCTCModel was successfully restored from /root/.cache/torch/NeMo/NeMo_1.0.2/qn5x5_libri_tts_phonemes/656c7439dd3a0d614978529371be498b/qn5x5_libri_tts_phonemes.nemo.

 

Step 3B: If the above fails with a 403 error, do the following:

[NeMo W 2022-01-21 02:48:05 optimizers:47] Apex was not found. Using the lamb optimizer will error out.

[nltk_data] Downloading package averaged_perceptron_tagger to

[nltk_data] /root/nltk_data...

[nltk_data] Package averaged_perceptron_tagger is already up-to-

[nltk_data] date!

[nltk_data] Downloading package cmudict to /root/nltk_data...

[nltk_data] Package cmudict is already up-to-date!

[NeMo W 2022-01-21 02:48:06 experimental:28] Module <class 'nemo.collections.asr.data.audio_to_text_dali.AudioToCharDALIDataset'> is experimental, not ready for production and is not fully supported. Use at your own risk.

[NeMo I 2022-01-21 02:48:06 cloud:56] Found existing object /root/.cache/torch/NeMo/NeMo_1.0.2/qn5x5_libri_tts_phonemes/656c7439dd3a0d614978529371be498b/qn5x5_libri_tts_phonemes.nemo.

[NeMo I 2022-01-21 02:48:06 cloud:62] Re-using file from: /root/.cache/torch/NeMo/NeMo_1.0.2/qn5x5_libri_tts_phonemes/656c7439dd3a0d614978529371be498b/qn5x5_libri_tts_phonemes.nemo

[NeMo I 2022-01-21 02:48:06 common:676] Instantiating model from pre-trained checkpoint

[NeMo W 2022-01-21 02:48:07 features:230] Using torch_stft is deprecated and will be removed in 1.1.0. Please set stft_conv and stft_exact_pad to False for FilterbankFeatures and AudioToMelSpectrogramPreprocessor. Please set exact_pad to True as needed.

[NeMo I 2022-01-21 02:48:07 features:252] PADDING: 1

[NeMo I 2022-01-21 02:48:07 features:262] STFT using conv

[NeMo I 2022-01-21 02:48:11 modelPT:439] Model EncDecCTCModel was successfully restored from /root/.cache/torch/NeMo/NeMo_1.0.2/qn5x5_libri_tts_phonemes/656c7439dd3a0d614978529371be498b/qn5x5_libri_tts_phonemes.nemo.

* Running on http://127.0.0.1:8050/ (Press CTRL+C to quit)

127.0.0.1 - - [21/Jan/2022 02:48:12] "GET /_alive_f5d696d5-53a2-4920-be5a-5c7b4128f8fd HTTP/1.1" 200 -

Dash app running on: