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**Step 1**: Check which GPU you've been allocated.
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GPU 0: Tesla K80 (UUID: GPU-c02f6767-32f0-4ec0-99cd-92a48eb92cab)
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Thu Jan 20 12:00:42 2022
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+-----------------------------------------------------------------------------+
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| NVIDIA-SMI 495.46 Driver Version: 460.32.03 CUDA Version: 11.2 |
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|-------------------------------+----------------------+----------------------+
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| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC |
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| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |
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| | | MIG M. |
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|===============================+======================+======================|
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| 0 Tesla K80 Off | 00000000:00:04.0 Off | 0 |
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| N/A 34C P8 26W / 149W | 0MiB / 11441MiB | 0% Default |
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| | | N/A |
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+-------------------------------+----------------------+----------------------+
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+-----------------------------------------------------------------------------+
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| Processes: |
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| GPU GI CI PID Type Process name GPU Memory |
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| ID ID Usage |
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|=============================================================================|
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| No running processes found |
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+-----------------------------------------------------------------------------+
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Step 2: Download dependencies.
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Reading package lists... Done
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Building dependency tree
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Reading state information... Done
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libsndfile1 is already the newest version (1.0.28-4ubuntu0.18.04.2).
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ffmpeg is already the newest version (7:3.4.8-0ubuntu0.2).
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The following additional packages will be installed:
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libmagic-mgc libmagic1 libopencore-amrnb0 libopencore-amrwb0 libsox-fmt-alsa
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libsox-fmt-base libsox3
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Suggested packages:
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file libsox-fmt-all
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The following NEW packages will be installed:
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libmagic-mgc libmagic1 libopencore-amrnb0 libopencore-amrwb0 libsox-fmt-alsa
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libsox-fmt-base libsox3 sox
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0 upgraded, 8 newly installed, 0 to remove and 37 not upgraded.
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Need to get 760 kB of archives.
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After this operation, 6,717 kB of additional disk space will be used.
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Get:1 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libopencore-amrnb0 amd64 0.1.3-2.1 [92.0 kB]
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Get:2 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libopencore-amrwb0 amd64 0.1.3-2.1 [45.8 kB]
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Get:3 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libmagic-mgc amd64 1:5.32-2ubuntu0.4 [184 kB]
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Get:4 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libmagic1 amd64 1:5.32-2ubuntu0.4 [68.6 kB]
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Get:5 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 libsox3 amd64 14.4.2-3ubuntu0.18.04.1 [226 kB]
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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]
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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]
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Get:8 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 sox amd64 14.4.2-3ubuntu0.18.04.1 [101 kB]
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Fetched 760 kB in 1s (701 kB/s)
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Selecting previously unselected package libopencore-amrnb0:amd64.
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(Reading database ... 155229 files and directories currently installed.)
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Preparing to unpack .../0-libopencore-amrnb0_0.1.3-2.1_amd64.deb ...
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Setting up sox (14.4.2-3ubuntu0.18.04.1) ...
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Processing triggers for libc-bin (2.27-3ubuntu1.3) ...
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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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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
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Installing collected packages: typing-extensions, 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
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Attempting uninstall: typing-extensions
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Found existing installation: typing-extensions 3.10.0.2
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Uninstalling typing-extensions-3.10.0.2:
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Attempting uninstall: torch
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Attempting uninstall: future
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Attempting uninstall: flatbuffers
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Attempting uninstall: torchtext
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Attempting uninstall: torchaudio
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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-1.5.8 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
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WARNING: The following packages were previously imported in this runtime:
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[pydevd_plugins]
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You must restart the runtime in order to use newly installed versions.
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Collecting git+https://github.com/SortAnon/NeMo.git
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Cloning https://github.com/SortAnon/NeMo.git to /tmp/pip-req-build-x43bn1c5
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Running command git clone -q https://github.com/SortAnon/NeMo.git /tmp/pip-req-build-x43bn1c5
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Collecting sacremoses
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Building wheels for collected packages: nemo-toolkit
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Created wheel for nemo-toolkit: filename=nemo_toolkit-1.0.2-py3-none-any.whl size=1280128 sha256=c31097f3aea40abdeabce9d090810090db1e4b2f6dd605004773148ea106fc51
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Stored in directory: /tmp/pip-ephem-wheel-cache-xfscol60/wheels/cf/ce/5e/66f1ab00f11caab90d78ddd4496c37312408ceed2a8c30e9b8
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Successfully built nemo-toolkit
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Installing collected packages: tokenizers, sacremoses, ruamel.yaml.clib, huggingface-hub, braceexpand, webdataset, transformers, sentencepiece, ruamel.yaml, pangu, opencc, onnx, hydra-core, nemo-toolkit
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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
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Step 3: Run the interface.
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[NeMo W 2022-01-20 12:08:21 optimizers:47] Apex was not found. Using the lamb optimizer will error out.
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[nltk_data] Downloading package averaged_perceptron_tagger to
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[nltk_data] /root/nltk_data...
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[nltk_data] Unzipping taggers/averaged_perceptron_tagger.zip.
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[nltk_data] Downloading package cmudict to /root/nltk_data...
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[nltk_data] Unzipping corpora/cmudict.zip.
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[NeMo W 2022-01-20 12:08:23 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.
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[NeMo I 2022-01-20 12:08:24 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
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[NeMo I 2022-01-20 12:08:26 common:676] Instantiating model from pre-trained checkpoint
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[NeMo W 2022-01-20 12:08:26 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.
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[NeMo I 2022-01-20 12:08:26 features:252] PADDING: 1
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[NeMo I 2022-01-20 12:08:26 features:262] STFT using conv
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[NeMo I 2022-01-20 12:08:33 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.
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Step 3B: If the above fails with a 403 error, do the following:
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[NeMo W 2022-01-20 12:10:03 optimizers:47] Apex was not found. Using the lamb optimizer will error out.
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[nltk_data] Downloading package averaged_perceptron_tagger to
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[nltk_data] /root/nltk_data...
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[nltk_data] Package averaged_perceptron_tagger is already up-to-
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[nltk_data] date!
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[nltk_data] Downloading package cmudict to /root/nltk_data...
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[nltk_data] Package cmudict is already up-to-date!
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[NeMo W 2022-01-20 12:10:05 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.
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[NeMo I 2022-01-20 12:10:05 cloud:56] Found existing object /root/.cache/torch/NeMo/NeMo_1.0.2/qn5x5_libri_tts_phonemes/656c7439dd3a0d614978529371be498b/qn5x5_libri_tts_phonemes.nemo.
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[NeMo I 2022-01-20 12:10:05 cloud:62] Re-using file from: /root/.cache/torch/NeMo/NeMo_1.0.2/qn5x5_libri_tts_phonemes/656c7439dd3a0d614978529371be498b/qn5x5_libri_tts_phonemes.nemo
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[NeMo I 2022-01-20 12:10:05 common:676] Instantiating model from pre-trained checkpoint
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[NeMo W 2022-01-20 12:10:06 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.
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[NeMo I 2022-01-20 12:10:06 features:252] PADDING: 1
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[NeMo I 2022-01-20 12:10:06 features:262] STFT using conv
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[NeMo I 2022-01-20 12:10:09 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.
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* Running on http://127.0.0.1:8050/ (Press CTRL+C to quit)
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127.0.0.1 - - [20/Jan/2022 12:10:10] "GET /_alive_9543272a-5549-41e8-ae44-cb21f607cbda HTTP/1.1" 200 -
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