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TalkNet collab logs

By Guest
Created: 2022-01-20 12:17:45
Expiry: Never
safe

  1. 1.
    **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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    | 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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    Created wheel for future: filename=future-0.18.2-py3-none-any.whl size=491070 sha256=3988a59edb5aaf0bad6a8c8d67580f0cfe2389de1ff7b2f3cc99f1917e0b113e
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    Created wheel for wrapt: filename=wrapt-1.12.1-cp37-cp37m-linux_x86_64.whl size=68712 sha256=aaf58d4bd44aa23a3b590b5078ba5f89607c49c1b09437d8c99334ee03341c3b
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    Stored in directory: /root/.cache/pip/wheels/62/76/4c/aa25851149f3f6d9785f6c869387ad82b3fd37582fa8147ac6
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    Created wheel for wget: filename=wget-3.2-py3-none-any.whl size=9675 sha256=713f30882dea0c880ab00998a434385062b74ae6086e579eebf36b9a7a201c37
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    Building wheel for pysptk (PEP 517) ... done
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    Created wheel for pysptk: filename=pysptk-0.1.20-cp37-cp37m-linux_x86_64.whl size=929917 sha256=a6dcffedb1ea8521f546178ae07659deab4dbe3d56b0e12c28b3ea8be21bb0ec
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    Stored in directory: /root/.cache/pip/wheels/dd/37/3f/7583b00bf73e73650aad5d268ee46b95dbd6dffbd237e1bf58
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    Building wheel for kaldiio (setup.py) ... done
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    Created wheel for kaldiio: filename=kaldiio-2.17.2-py3-none-any.whl size=24471 sha256=21d74f976143acdba46d5b22e0574a25dd203b13da5e993a5e7f2b8cac47cf87
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    Stored in directory: /root/.cache/pip/wheels/04/07/e8/45641287c59bf6ce41e22259f8680b521c31e6306cb88392ac
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    Building wheel for pescador (setup.py) ... done
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    Created wheel for pescador: filename=pescador-2.1.0-py3-none-any.whl size=21105 sha256=68f8a885217549537b39d5e9644df6fac9c56e0f21ae1ec3bcac9b2b7e705e3c
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    Stored in directory: /root/.cache/pip/wheels/f0/e3/c6/32d30d5eb5292dac352d2fca4ebf393aa94e09b9b8b4b0f341
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    Building wheel for distance (setup.py) ... done
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    Created wheel for distance: filename=Distance-0.1.3-py3-none-any.whl size=16276 sha256=43225dc00deb3bf45d5b9e5822fb3cea12958bbeb57b5b2b82f3049157cc5502
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    Stored in directory: /root/.cache/pip/wheels/b2/10/1b/96fca621a1be378e2fe104cfb0d160bb6cdf3d04a3d35266cc
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    Created wheel for pesq: filename=pesq-0.0.3-cp37-cp37m-linux_x86_64.whl size=209999 sha256=d7d09009f2a740a85d01c0460ebe0d98610665297e368ee439e4be0ab665983e
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    Stored in directory: /root/.cache/pip/wheels/4f/67/5b/aa7cf31fe0c7199e35c604bb7bc91c629a13726bf221fedba0
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    Created wheel for pystoi: filename=pystoi-0.3.3-py2.py3-none-any.whl size=7793 sha256=523c378655077f870dfeb9b5326148674b1a2abac73049b2c67c09d7c41b8305
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    Stored in directory: /root/.cache/pip/wheels/46/4a/ad/3ab460193ed0535430b4b1575f255aa6bae69df17453628e86
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    Created wheel for crepe: filename=crepe-0.0.12-py3-none-any.whl size=134848696 sha256=7592bf8b8dbd8886d7c94ff4105a0081fdb49e04587b89303070725bd66fa725
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    Stored in directory: /root/.cache/pip/wheels/56/05/32/fccf64e8ae720b34b486b6a8a08712777fd0beab419980fea3
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    Stored in directory: /root/.cache/pip/wheels/9f/18/84/8f69f8b08169c7bae2dde6bd7daf0c19fca8c8e500ee620a28
  439. 439.
    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
  440. 440.
    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
  441. 441.
    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: PyYAML
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    Found existing installation: PyYAML 3.13
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    Attempting uninstall: torch
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    Found existing installation: torch 1.10.0+cu111
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    Attempting uninstall: grpcio
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    Found existing installation: grpcio 1.43.0
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    Attempting uninstall: future
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    Found existing installation: future 0.16.0
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    Attempting uninstall: wrapt
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    Found existing installation: wrapt 1.13.3
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    Attempting uninstall: torchvision
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    Found existing installation: torchvision 0.11.1+cu111
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    Attempting uninstall: tensorflow-estimator
  470. 470.
    Found existing installation: tensorflow-estimator 2.7.0
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    Attempting uninstall: h5py
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    Found existing installation: h5py 3.1.0
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    Uninstalling h5py-3.1.0:
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    Attempting uninstall: gast
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    Uninstalling gast-0.4.0:
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    Attempting uninstall: flatbuffers
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    Found existing installation: flatbuffers 2.0
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    Attempting uninstall: torchtext
  486. 486.
    Found existing installation: torchtext 0.11.0
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    Uninstalling torchtext-0.11.0:
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    Attempting uninstall: torchaudio
  490. 490.
    Found existing installation: torchaudio 0.10.0+cu111
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    Uninstalling torchaudio-0.10.0+cu111:
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    Attempting uninstall: tensorflow
  494. 494.
    Found existing installation: tensorflow 2.7.0
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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
  498. 498.
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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
  502. 502.
    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 onnx>=1.7.0
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    Downloading onnx-1.10.2-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (12.7 MB)
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    Downloading ruamel.yaml-0.17.20-py3-none-any.whl (109 kB)
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    Collecting hydra-core>=1.1.0
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    Downloading hydra_core-1.1.1-py3-none-any.whl (145 kB)
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    Collecting webdataset<=0.1.62,>=0.1.48
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    Downloading webdataset-0.1.62-py3-none-any.whl (32 kB)
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    Downloading OpenCC-1.1.3-cp37-cp37m-manylinux1_x86_64.whl (766 kB)
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    Collecting sacremoses
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    Downloading sacremoses-0.0.47-py2.py3-none-any.whl (895 kB)
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    Collecting huggingface-hub<1.0,>=0.1.0
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    |████████████████████████████████| 67 kB 5.4 MB/s
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    Collecting tokenizers<0.11,>=0.10.1
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    Downloading tokenizers-0.10.3-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl (3.3 MB)
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    |████████████████████████████████| 3.3 MB 36.8 MB/s
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    Collecting braceexpand
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    Downloading ruamel.yaml.clib-0.2.6-cp37-cp37m-manylinux1_x86_64.whl (546 kB)
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    |████████████████████████████████| 546 kB 33.3 MB/s
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    Building wheels for collected packages: nemo-toolkit
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    Building wheel for nemo-toolkit (setup.py) ... done
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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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  607. 607.
    Successfully built nemo-toolkit
  608. 608.
    Installing collected packages: tokenizers, sacremoses, ruamel.yaml.clib, huggingface-hub, braceexpand, webdataset, transformers, sentencepiece, ruamel.yaml, pangu, opencc, onnx, hydra-core, nemo-toolkit
  609. 609.
    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
  610. 610.
     
  611. 611.
    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.
  619. 619.
    [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
  620. 620.
    [NeMo I 2022-01-20 12:08:26 common:676] Instantiating model from pre-trained checkpoint
  621. 621.
    [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.
  625. 625.
     
  626. 626.
    Step 3B: If the above fails with a 403 error, do the following:
  627. 627.
    [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.
  635. 635.
    [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.
  636. 636.
    [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
  637. 637.
    [NeMo I 2022-01-20 12:10:05 common:676] Instantiating model from pre-trained checkpoint
  638. 638.
    [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.
  639. 639.
    [NeMo I 2022-01-20 12:10:06 features:252] PADDING: 1
  640. 640.
    [NeMo I 2022-01-20 12:10:06 features:262] STFT using conv
  641. 641.
    [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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    https://hkawvqls2tb-496ff2e9c6d22116-8050-colab.googleusercontent.com/
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    Dash app running on:
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    http://127.0.0.1:8050/

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