python_code stringlengths 0 679k | repo_name stringlengths 9 41 | file_path stringlengths 6 149 |
|---|---|---|
# Copyright (c) 2018 NVIDIA Corporation
# -*- coding: utf-8 -*-
import random
import numpy as np
import tensorflow as tf
import os
from enum import Enum
from open_seq2seq.data.data_layer import DataLayer
from open_seq2seq.data.utils import load_pre_existing_vocabulary, pad_vocab_to_eight
from open_seq2seq.data.text2te... | OpenSeq2Seq-master | open_seq2seq/data/lm/lmdata.py |
OpenSeq2Seq-master | open_seq2seq/data/lm/__init__.py | |
# -*- coding: utf-8 -*-
from collections import Counter
import glob
import os
import pathlib
import random
import re
import shutil
from nltk.tokenize import word_tokenize
import numpy as np
import pandas as pd
class Dictionary(object):
'''
Adapted from salesforce's repo:
https://github.com/salesforce/awd-lstm-l... | OpenSeq2Seq-master | open_seq2seq/data/lm/lmutils.py |
# Copyright (c) 2017 NVIDIA Corporation
from __future__ import absolute_import, division, print_function
from __future__ import unicode_literals
import numpy as np
import tensorflow as tf
import os
from enum import Enum
from open_seq2seq.data.data_layer import DataLayer
from open_seq2seq.data.utils import load_pre_exi... | OpenSeq2Seq-master | open_seq2seq/data/text2text/text2text.py |
# Copyright (c) 2017 NVIDIA Corporation
"""
This file takes output of the inference stage produced using
TransformerDataLayer and converts it to simple tokenized text
"""
from __future__ import absolute_import, division, print_function
from __future__ import unicode_literals
import argparse
import tokenizer
def mai... | OpenSeq2Seq-master | open_seq2seq/data/text2text/parse_output.py |
OpenSeq2Seq-master | open_seq2seq/data/text2text/__init__.py | |
# Copyright 2018 MLBenchmark Group. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable l... | OpenSeq2Seq-master | open_seq2seq/data/text2text/tokenizer.py |
# Copyright (c) 2017 NVIDIA Corporation
from __future__ import absolute_import, division, print_function
from __future__ import unicode_literals
import tensorflow as tf
from open_seq2seq.data.text2text.text2text import ParallelTextDataLayer
from open_seq2seq.test_utils.create_reversed_examples import create_data, \
... | OpenSeq2Seq-master | open_seq2seq/data/text2text/text2text_test.py |
# Copyright 2018 MLBenchmark Group. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable l... | OpenSeq2Seq-master | open_seq2seq/data/text2text/t2t.py |
# Copyright 2018 MLBenchmark Group. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable l... | OpenSeq2Seq-master | open_seq2seq/data/text2text/process_data.py |
OpenSeq2Seq-master | open_seq2seq/data/text2speech/__init__.py | |
# Copyright (c) 2018 NVIDIA Corporation
from __future__ import absolute_import, division, print_function
from __future__ import unicode_literals
import numpy as np
import librosa
import librosa.filters
import resampy as rs
def get_speech_features_from_file(
filename,
num_features,
features_type='magnitude... | OpenSeq2Seq-master | open_seq2seq/data/text2speech/speech_utils.py |
# Copyright (c) 2018 NVIDIA Corporation
from __future__ import absolute_import, division, print_function
from __future__ import unicode_literals
import os
import six
import librosa
import numpy as np
import tensorflow as tf
import pandas as pd
from six import string_types
from open_seq2seq.data.data_layer import Dat... | OpenSeq2Seq-master | open_seq2seq/data/text2speech/text2speech.py |
# Copyright (c) 2018 NVIDIA Corporation
import os
import six
import numpy as np
import tensorflow as tf
import pandas as pd
from open_seq2seq.data.data_layer import DataLayer
from open_seq2seq.data.text2speech.speech_utils import \
get_speech_features_from_file
class WavenetDataLayer(DataLayer):
""" Text to speec... | OpenSeq2Seq-master | open_seq2seq/data/text2speech/text2speech_wavenet.py |
# Copyright (c) 2017 NVIDIA Corporation
from __future__ import absolute_import, division, print_function
from __future__ import unicode_literals
import math
import os
import numpy as np
import numpy.testing as npt
import scipy.io.wavfile as wave
import tensorflow as tf
from six.moves import range
from .speech_utils ... | OpenSeq2Seq-master | open_seq2seq/data/speech2text/speech_utils_test.py |
import os
import six
import numpy as np
import tensorflow as tf
import pandas as pd
import librosa
from open_seq2seq.data.data_layer import DataLayer
from open_seq2seq.data.text2speech.speech_utils import \
get_speech_features_from_file
class SpeechCommandsDataLayer(DataLayer):
@staticmethod
def get_required_p... | OpenSeq2Seq-master | open_seq2seq/data/speech2text/speech_commands.py |
OpenSeq2Seq-master | open_seq2seq/data/speech2text/__init__.py | |
# Produces labelled .csv files containing balanced samples of classes
# and their labels for the chosen dataset
import os
import random
import librosa
import numpy as np
# choose one of three datasets
# 1) v1-12: V1 dataset with 12 classes, including unknown and silence
# 2) v1-30: V1 dataset with 30 classes, witho... | OpenSeq2Seq-master | open_seq2seq/data/speech2text/speech_commands_preprocessing.py |
# Copyright (c) 2018 NVIDIA Corporation
from __future__ import absolute_import, division, print_function
from __future__ import unicode_literals
import math
import os
import h5py
import numpy as np
import resampy as rs
import scipy.io.wavfile as wave
BACKENDS = []
try:
import python_speech_features as psf
BACKEND... | OpenSeq2Seq-master | open_seq2seq/data/speech2text/speech_utils.py |
# Copyright (c) 2018 NVIDIA Corporation
"""Data Layer for Speech-to-Text models"""
from __future__ import absolute_import, division, print_function
from __future__ import unicode_literals
import numpy as np
import pandas as pd
import tensorflow as tf
import six
import math
import librosa
from six import string_types
... | OpenSeq2Seq-master | open_seq2seq/data/speech2text/speech2text.py |
# pylint: skip-file
from open_seq2seq.models import Image2Label
from open_seq2seq.encoders import ResNetEncoder
from open_seq2seq.decoders import FullyConnectedDecoder
from open_seq2seq.losses import CrossEntropyLoss
from open_seq2seq.data import ImagenetDataLayer
from open_seq2seq.optimizers.lr_policies import piecewi... | OpenSeq2Seq-master | example_configs/image2label/resnet-50-v2.py |
# pylint: skip-file
from open_seq2seq.models import Image2Label
from open_seq2seq.encoders import ResNetEncoder
from open_seq2seq.decoders import FullyConnectedDecoder
from open_seq2seq.losses import CrossEntropyLoss
from open_seq2seq.data import SpeechCommandsDataLayer
from open_seq2seq.optimizers.lr_policies import p... | OpenSeq2Seq-master | example_configs/image2label/resnet_commands.py |
# pylint: skip-file
from open_seq2seq.models import Image2Label
from open_seq2seq.encoders import ResNetEncoder
from open_seq2seq.decoders import FullyConnectedDecoder
from open_seq2seq.losses import CrossEntropyLoss
from open_seq2seq.data import SpeechCommandsDataLayer
from open_seq2seq.optimizers.lr_policies import p... | OpenSeq2Seq-master | example_configs/image2label/resnet_commands_8gpu.py |
# pylint: skip-file
from open_seq2seq.models import Image2Label
from open_seq2seq.encoders import ResNetEncoder
from open_seq2seq.decoders import FullyConnectedDecoder
from open_seq2seq.losses import CrossEntropyLoss
from open_seq2seq.data import ImagenetDataLayer
from open_seq2seq.optimizers.lr_policies import piecewi... | OpenSeq2Seq-master | example_configs/image2label/resnet-50-v2-mp.py |
# pylint: skip-file
from open_seq2seq.models import Image2Label
from open_seq2seq.encoders import ResNetEncoder
from open_seq2seq.decoders import FullyConnectedDecoder
from open_seq2seq.losses import CrossEntropyLoss
from open_seq2seq.data import ImagenetDataLayer
import tensorflow as tf
data_root = ""
base_model = ... | OpenSeq2Seq-master | example_configs/image2label/resnet-50v2-adamw.py |
# pylint: skip-file
from open_seq2seq.models import Image2Label
from open_seq2seq.encoders import ResNetEncoder
from open_seq2seq.decoders import FullyConnectedDecoder
from open_seq2seq.losses import CrossEntropyLoss
from open_seq2seq.data import ImagenetDataLayer
from open_seq2seq.optimizers.lr_policies import piecewi... | OpenSeq2Seq-master | example_configs/image2label/resnet-50v2-nvgrad.py |
# pylint: skip-file
from open_seq2seq.models import Image2Label
from open_seq2seq.encoders.cnn_encoder import CNNEncoder
from open_seq2seq.decoders import FullyConnectedDecoder
from open_seq2seq.losses import CrossEntropyLoss
from open_seq2seq.data import ImagenetDataLayer
from open_seq2seq.optimizers.lr_policies impor... | OpenSeq2Seq-master | example_configs/image2label/alexnet_owt.py |
# pylint: skip-file
from open_seq2seq.models import Image2Label
from open_seq2seq.encoders.cnn_encoder import CNNEncoder
from open_seq2seq.decoders import FullyConnectedDecoder
from open_seq2seq.losses import CrossEntropyLoss
from open_seq2seq.data.image2label.image2label import CifarDataLayer
from open_seq2seq.optimiz... | OpenSeq2Seq-master | example_configs/image2label/cifar-nv.py |
import tensorflow as tf
from open_seq2seq.models import LSTMLM
from open_seq2seq.encoders import LMEncoder
from open_seq2seq.decoders import FakeDecoder
from open_seq2seq.data import WKTDataLayer
from open_seq2seq.parts.rnns.weight_drop import WeightDropLayerNormBasicLSTMCell
from open_seq2seq.losses import BasicSampl... | OpenSeq2Seq-master | example_configs/lm/lstm-wkt103-mixed.py |
import tensorflow as tf
from open_seq2seq.models import LSTMLM
from open_seq2seq.encoders import LMEncoder
from open_seq2seq.decoders import FakeDecoder
from open_seq2seq.data import WKTDataLayer
from open_seq2seq.parts.rnns.weight_drop import WeightDropLayerNormBasicLSTMCell
from open_seq2seq.losses import BasicSeque... | OpenSeq2Seq-master | example_configs/lm/lstm-wkt2-fp32.py |
import tensorflow as tf
from open_seq2seq.models import LSTMLM
from open_seq2seq.encoders import LMEncoder
from open_seq2seq.decoders import FakeDecoder
from open_seq2seq.data import WKTDataLayer
from open_seq2seq.parts.rnns.weight_drop import WeightDropLayerNormBasicLSTMCell
from open_seq2seq.losses import BasicSeque... | OpenSeq2Seq-master | example_configs/lm/lstm-test-small-cudnn.py |
import tensorflow as tf
from open_seq2seq.models import LSTMLM
from open_seq2seq.encoders import LMEncoder
from open_seq2seq.decoders import FakeDecoder
from open_seq2seq.data import WKTDataLayer
from open_seq2seq.parts.rnns.weight_drop import WeightDropLayerNormBasicLSTMCell
from open_seq2seq.losses import BasicSeque... | OpenSeq2Seq-master | example_configs/lm/lstm-test-small.py |
import tensorflow as tf
from open_seq2seq.models import LSTMLM
from open_seq2seq.encoders import LMEncoder
from open_seq2seq.decoders import FakeDecoder
from open_seq2seq.data import WKTDataLayer
from open_seq2seq.parts.rnns.weight_drop import WeightDropLayerNormBasicLSTMCell
from open_seq2seq.losses import BasicSeque... | OpenSeq2Seq-master | example_configs/lm/lstm-test-small-mixed.py |
import tensorflow as tf
from open_seq2seq.models import LSTMLM
from open_seq2seq.encoders import LMEncoder
from open_seq2seq.decoders import FakeDecoder
from open_seq2seq.data import SSTDataLayer
from open_seq2seq.parts.rnns.weight_drop import WeightDropLayerNormBasicLSTMCell
from open_seq2seq.losses import BasicSeque... | OpenSeq2Seq-master | example_configs/transfer/sst-wkt2.py |
import tensorflow as tf
from open_seq2seq.models import LSTMLM
from open_seq2seq.encoders import LMEncoder
from open_seq2seq.decoders import FakeDecoder
from open_seq2seq.data import IMDBDataLayer
from open_seq2seq.parts.rnns.weight_drop import WeightDropLayerNormBasicLSTMCell
from open_seq2seq.losses import CrossEntr... | OpenSeq2Seq-master | example_configs/transfer/imdb-wkt2-cudnn.py |
import tensorflow as tf
from open_seq2seq.models import LSTMLM
from open_seq2seq.encoders import LMEncoder
from open_seq2seq.decoders import FakeDecoder
from open_seq2seq.data import IMDBDataLayer
from open_seq2seq.parts.rnns.weight_drop import WeightDropLayerNormBasicLSTMCell
from open_seq2seq.losses import CrossEntr... | OpenSeq2Seq-master | example_configs/transfer/imdb-wkt103.py |
import tensorflow as tf
from open_seq2seq.models import LSTMLM
from open_seq2seq.encoders import LMEncoder
from open_seq2seq.decoders import FakeDecoder
from open_seq2seq.data import IMDBDataLayer
from open_seq2seq.parts.rnns.weight_drop import WeightDropLayerNormBasicLSTMCell
from open_seq2seq.losses import CrossEntr... | OpenSeq2Seq-master | example_configs/transfer/imdb-from-scratch.py |
import tensorflow as tf
from open_seq2seq.models import LSTMLM
from open_seq2seq.encoders import LMEncoder
from open_seq2seq.decoders import FakeDecoder
from open_seq2seq.data import SSTDataLayer
from open_seq2seq.parts.rnns.weight_drop import WeightDropLayerNormBasicLSTMCell
from open_seq2seq.losses import BasicSeque... | OpenSeq2Seq-master | example_configs/transfer/sst-wkt2-small.py |
import tensorflow as tf
from open_seq2seq.models import LSTMLM
from open_seq2seq.encoders import LMEncoder
from open_seq2seq.decoders import FakeDecoder
from open_seq2seq.data import IMDBDataLayer
from open_seq2seq.parts.rnns.weight_drop import WeightDropLayerNormBasicLSTMCell
from open_seq2seq.losses import CrossEntr... | OpenSeq2Seq-master | example_configs/transfer/imdb-wkt2.py |
# pylint: skip-file
from __future__ import absolute_import, division, print_function
from open_seq2seq.models import Text2Text
from open_seq2seq.encoders import TransformerEncoder
from open_seq2seq.decoders import TransformerDecoder
from open_seq2seq.data.text2text.text2text import ParallelTextDataLayer
from open_seq2s... | OpenSeq2Seq-master | example_configs/text2text/en-es/transformer-big.py |
# pylint: skip-file
from __future__ import absolute_import, division, print_function
from open_seq2seq.models import Text2Text
from open_seq2seq.encoders import TransformerEncoder
from open_seq2seq.decoders import TransformerDecoder
from open_seq2seq.data.text2text.text2text import ParallelTextDataLayer
from open_seq2s... | OpenSeq2Seq-master | example_configs/text2text/es-en/transformer-big.py |
# pylint: skip-file
from __future__ import absolute_import, division, print_function
from open_seq2seq.models import Text2Text
from open_seq2seq.encoders import TransformerEncoder
from open_seq2seq.decoders import TransformerDecoder
from open_seq2seq.data.text2text.text2text import ParallelTextDataLayer
from open_seq2s... | OpenSeq2Seq-master | example_configs/text2text/en-de/transformer-big.py |
from __future__ import absolute_import, division, print_function
from __future__ import unicode_literals
import tensorflow as tf
from open_seq2seq.models import Text2Text
from open_seq2seq.data.text2text.text2text import ParallelTextDataLayer
from open_seq2seq.data.text2text.text2text import SpecialTextTokens
from op... | OpenSeq2Seq-master | example_configs/text2text/en-de/en-de-convs2s-8-gpu.py |
# pylint: skip-file
from __future__ import absolute_import, division, print_function
import tensorflow as tf
from open_seq2seq.models import Text2Text
from open_seq2seq.encoders import GNMTLikeEncoderWithEmbedding
from open_seq2seq.decoders import RNNDecoderWithAttention, \
BeamSearchRNNDecoderWithAttention
from ope... | OpenSeq2Seq-master | example_configs/text2text/en-de/en-de-gnmt-like-weight-tied-2GPUs.py |
# pylint: skip-file
from __future__ import absolute_import, division, print_function
from open_seq2seq.models import Text2Text
from open_seq2seq.encoders import TransformerEncoder
from open_seq2seq.decoders import TransformerDecoder
from open_seq2seq.data.text2text.text2text import ParallelTextDataLayer
from open_seq2s... | OpenSeq2Seq-master | example_configs/text2text/en-de/transformer-base.py |
# pylint: skip-file
from __future__ import absolute_import, division, print_function
from open_seq2seq.models import Text2Text
from open_seq2seq.encoders import TransformerEncoder
from open_seq2seq.decoders import TransformerDecoder
from open_seq2seq.data.text2text.text2text import ParallelTextDataLayer
from open_seq2s... | OpenSeq2Seq-master | example_configs/text2text/en-de/transformer-nvgrad.py |
# pylint: skip-file
from __future__ import absolute_import, division, print_function
import tensorflow as tf
from open_seq2seq.models import Text2Text
from open_seq2seq.encoders import BidirectionalRNNEncoderWithEmbedding
from open_seq2seq.decoders import RNNDecoderWithAttention, \
BeamSearchRNNDecoderWithAttention
... | OpenSeq2Seq-master | example_configs/text2text/en-de/en-de-nmt-small.py |
# pylint: skip-file
from __future__ import absolute_import, division, print_function
import tensorflow as tf
from open_seq2seq.models import Text2Text
from open_seq2seq.encoders import GNMTLikeEncoderWithEmbedding
from open_seq2seq.decoders import RNNDecoderWithAttention, \
BeamSearchRNNDecoderWithAttention
from ope... | OpenSeq2Seq-master | example_configs/text2text/en-de/en-de-gnmt-like-4GPUs.py |
# pylint: skip-file
from __future__ import absolute_import, division, print_function
from open_seq2seq.models import Text2Text
from open_seq2seq.encoders import TransformerEncoder
from open_seq2seq.decoders import TransformerDecoder
from open_seq2seq.data.text2text.text2text import ParallelTextDataLayer
from open_seq2s... | OpenSeq2Seq-master | example_configs/text2text/en-de/transformer-bn.py |
# pylint: skip-file
from __future__ import absolute_import, division, print_function
import tensorflow as tf
from open_seq2seq.models import Text2Text
from open_seq2seq.encoders import BidirectionalRNNEncoderWithEmbedding
from open_seq2seq.decoders import RNNDecoderWithAttention, \
BeamSearchRNNDecoderWithAttention
f... | OpenSeq2Seq-master | example_configs/text2text/toy-reversal/nmt-reversal-RR.py |
# pylint: skip-file
from __future__ import absolute_import, division, print_function
from __future__ import unicode_literals
import tensorflow as tf
from open_seq2seq.models import Text2Text
from open_seq2seq.decoders import RNNDecoderWithAttention, BeamSearchRNNDecoderWithAttention
from open_seq2seq.encoders import ... | OpenSeq2Seq-master | example_configs/text2text/toy-reversal/nmt-reversal-CR.py |
# pylint: skip-file
from __future__ import absolute_import, division, print_function
from __future__ import unicode_literals
import tensorflow as tf
from open_seq2seq.models import Text2Text
from open_seq2seq.decoders import ConvS2SDecoder
from open_seq2seq.encoders import ConvS2SEncoder
from open_seq2seq.data.text... | OpenSeq2Seq-master | example_configs/text2text/toy-reversal/nmt-reversal-CC.py |
# pylint: skip-file
from __future__ import absolute_import, division, print_function
from __future__ import unicode_literals
import tensorflow as tf
from open_seq2seq.models import Text2Text
from open_seq2seq.encoders import BidirectionalRNNEncoderWithEmbedding
from open_seq2seq.decoders import ConvS2SDecoder
from o... | OpenSeq2Seq-master | example_configs/text2text/toy-reversal/nmt-reversal-RC.py |
# pylint: skip-file
from __future__ import absolute_import, division, print_function
from open_seq2seq.models import Text2Text
from open_seq2seq.encoders import TransformerEncoder
from open_seq2seq.decoders import TransformerDecoder
from open_seq2seq.data.text2text.text2text import ParallelTextDataLayer
from open_seq2s... | OpenSeq2Seq-master | example_configs/text2text/toy-reversal/nmt-reversal-TT.py |
# pylint: skip-file
import os
import tensorflow as tf
from open_seq2seq.data import Text2SpeechDataLayer
from open_seq2seq.decoders import CentaurDecoder
from open_seq2seq.encoders import CentaurEncoder
from open_seq2seq.losses import Text2SpeechLoss
from open_seq2seq.models import Text2SpeechCentaur
from open_seq2se... | OpenSeq2Seq-master | example_configs/text2speech/centaur_float.py |
# pylint: skip-file
import tensorflow as tf
from open_seq2seq.models import Text2SpeechWavenet
from open_seq2seq.encoders import WavenetEncoder
from open_seq2seq.decoders import FakeDecoder
from open_seq2seq.losses import WavenetLoss
from open_seq2seq.data import WavenetDataLayer
from open_seq2seq.optimizers.lr_policie... | OpenSeq2Seq-master | example_configs/text2speech/wavenet_mixed.py |
# pylint: skip-file
import os
import tensorflow as tf
from open_seq2seq.models import Text2SpeechTacotron
from open_seq2seq.encoders import Tacotron2Encoder
from open_seq2seq.decoders import Tacotron2Decoder
from open_seq2seq.data import Text2SpeechDataLayer
from open_seq2seq.losses import Text2SpeechLoss
from open_seq... | OpenSeq2Seq-master | example_configs/text2speech/tacotron_float_8gpu.py |
# pylint: skip-file
import tensorflow as tf
from open_seq2seq.models import Text2SpeechWavenet
from open_seq2seq.encoders import WavenetEncoder
from open_seq2seq.decoders import FakeDecoder
from open_seq2seq.losses import WavenetLoss
from open_seq2seq.data import WavenetDataLayer
from open_seq2seq.optimizers.lr_policie... | OpenSeq2Seq-master | example_configs/text2speech/wavenet_float_8gpu.py |
# pylint: skip-file
import os
import tensorflow as tf
from open_seq2seq.models import Text2SpeechTacotron
from open_seq2seq.encoders import Tacotron2Encoder
from open_seq2seq.decoders import Tacotron2Decoder
from open_seq2seq.data import Text2SpeechDataLayer
from open_seq2seq.losses import Text2SpeechLoss
from open_seq... | OpenSeq2Seq-master | example_configs/text2speech/tacotron_mixed.py |
# pylint: skip-file
import os
import tensorflow as tf
from open_seq2seq.models import Text2SpeechTacotron
from open_seq2seq.encoders import Tacotron2Encoder
from open_seq2seq.decoders import Tacotron2Decoder
from open_seq2seq.data import Text2SpeechDataLayer
from open_seq2seq.losses import Text2SpeechLoss
from open_seq... | OpenSeq2Seq-master | example_configs/text2speech/tacotron_mixed_8gpu.py |
# pylint: skip-file
import tensorflow as tf
from open_seq2seq.models import Text2SpeechWavenet
from open_seq2seq.encoders import WavenetEncoder
from open_seq2seq.decoders import FakeDecoder
from open_seq2seq.losses import WavenetLoss
from open_seq2seq.data import WavenetDataLayer
from open_seq2seq.optimizers.lr_policie... | OpenSeq2Seq-master | example_configs/text2speech/wavenet_mixed_8gpu.py |
# pylint: skip-file
import os
import tensorflow as tf
from open_seq2seq.models import Text2SpeechTacotron
from open_seq2seq.encoders import Tacotron2Encoder
from open_seq2seq.decoders import Tacotron2Decoder
from open_seq2seq.data import Text2SpeechDataLayer
from open_seq2seq.losses import Text2SpeechLoss
from open_seq... | OpenSeq2Seq-master | example_configs/text2speech/tacotron_gst.py |
# pylint: skip-file
import os
import tensorflow as tf
from open_seq2seq.models import Text2SpeechTacotron
from open_seq2seq.encoders import Tacotron2Encoder
from open_seq2seq.decoders import Tacotron2Decoder
from open_seq2seq.data import Text2SpeechDataLayer
from open_seq2seq.losses import Text2SpeechLoss
from open_seq... | OpenSeq2Seq-master | example_configs/text2speech/tacotron_float.py |
# pylint: skip-file
import tensorflow as tf
from open_seq2seq.models import Text2SpeechWavenet
from open_seq2seq.encoders import WavenetEncoder
from open_seq2seq.decoders import FakeDecoder
from open_seq2seq.losses import WavenetLoss
from open_seq2seq.data import WavenetDataLayer
from open_seq2seq.optimizers.lr_policie... | OpenSeq2Seq-master | example_configs/text2speech/wavenet_float.py |
# pylint: skip-file
import tensorflow as tf
from open_seq2seq.models import Speech2Text
from open_seq2seq.encoders import ListenAttendSpellEncoder
from open_seq2seq.decoders import JointCTCAttentionDecoder
from open_seq2seq.data import Speech2TextDataLayer
from open_seq2seq.losses import MultiTaskCTCEntropyLoss
from op... | OpenSeq2Seq-master | example_configs/speech2text/jca_large_8gpus.py |
# pylint: skip-file
import os
import tensorflow as tf
from open_seq2seq.data import Speech2TextDataLayer
from open_seq2seq.decoders import FullyConnectedCTCDecoder
from open_seq2seq.encoders import DeepSpeech2Encoder
from open_seq2seq.losses import CTCLoss
from open_seq2seq.models import Speech2Text
from open_seq2seq.... | OpenSeq2Seq-master | example_configs/speech2text/lstm_small_1gpu.py |
# pylint: skip-file
import tensorflow as tf
from open_seq2seq.models import Speech2Text
from open_seq2seq.encoders import DeepSpeech2Encoder
from open_seq2seq.decoders import FullyConnectedCTCDecoder
from open_seq2seq.data import Speech2TextDataLayer
from open_seq2seq.losses import CTCLoss
from open_seq2seq.optimizers.... | OpenSeq2Seq-master | example_configs/speech2text/ds2_toy_config.py |
# pylint: skip-file
import tensorflow as tf
from open_seq2seq.models import Speech2Text
from open_seq2seq.encoders import DeepSpeech2Encoder
from open_seq2seq.decoders import FullyConnectedCTCDecoder
from open_seq2seq.data import Speech2TextDataLayer
from open_seq2seq.losses import CTCLoss
from open_seq2seq.optimizers.... | OpenSeq2Seq-master | example_configs/speech2text/ds2_large_8gpus.py |
# pylint: skip-file
import tensorflow as tf
from open_seq2seq.models import Speech2Text
from open_seq2seq.encoders import DeepSpeech2Encoder
from open_seq2seq.decoders import FullyConnectedCTCDecoder
from open_seq2seq.data import Speech2TextDataLayer
from open_seq2seq.losses import CTCLoss
from open_seq2seq.optimizers.... | OpenSeq2Seq-master | example_configs/speech2text/ds2_large_8gpus_mp.py |
# pylint: skip-file
import tensorflow as tf
from open_seq2seq.models import Speech2Text
from open_seq2seq.encoders import TDNNEncoder
from open_seq2seq.decoders import FullyConnectedCTCDecoder
from open_seq2seq.data import Speech2TextDataLayer
from open_seq2seq.losses import CTCLoss
from open_seq2seq.optimizers.lr_poli... | OpenSeq2Seq-master | example_configs/speech2text/w2lplus_large_8gpus.py |
# pylint: skip-file
import tensorflow as tf
from open_seq2seq.models import Speech2Text
from open_seq2seq.encoders import TDNNEncoder
from open_seq2seq.decoders import FullyConnectedCTCDecoder
from open_seq2seq.data import Speech2TextDataLayer
from open_seq2seq.losses import CTCLoss
from open_seq2seq.optimizers.lr_poli... | OpenSeq2Seq-master | example_configs/speech2text/w2l_large_8gpus.py |
# pylint: skip-file
import tensorflow as tf
from open_seq2seq.models import Speech2Text
from open_seq2seq.encoders import TDNNEncoder
from open_seq2seq.decoders import FullyConnectedCTCDecoder
from open_seq2seq.data.speech2text.speech2text import Speech2TextDataLayer
from open_seq2seq.losses import CTCLoss
from open_se... | OpenSeq2Seq-master | example_configs/speech2text/jasper-Mini-for-Jetson.py |
# pylint: skip-file
import tensorflow as tf
from open_seq2seq.models import Image2Label
from open_seq2seq.encoders import TDNNEncoder
from open_seq2seq.decoders import FullyConnectedSCDecoder
from open_seq2seq.data import SpeechCommandsDataLayer
from open_seq2seq.losses import CrossEntropyLoss
from open_seq2seq.optimiz... | OpenSeq2Seq-master | example_configs/speech2text/jasper_commands_8gpu.py |
# pylint: skip-file
import tensorflow as tf
from open_seq2seq.models import Speech2Text
from open_seq2seq.encoders import TDNNEncoder
from open_seq2seq.decoders import FullyConnectedCTCDecoder
from open_seq2seq.data.speech2text.speech2text import Speech2TextDataLayer
from open_seq2seq.losses import CTCLoss
from open_se... | OpenSeq2Seq-master | example_configs/speech2text/jasper10x5_LibriSpeech_nvgrad.py |
# pylint: skip-file
import tensorflow as tf
from open_seq2seq.models import Speech2Text
from open_seq2seq.encoders import TDNNEncoder
from open_seq2seq.decoders import FullyConnectedCTCDecoder
from open_seq2seq.data import Speech2TextDataLayer
from open_seq2seq.losses import CTCLoss
from open_seq2seq.optimizers.lr_poli... | OpenSeq2Seq-master | example_configs/speech2text/w2lplus_large_8gpus_mp.py |
# pylint: skip-file
import tensorflow as tf
from open_seq2seq.models import Speech2Text
from open_seq2seq.encoders import DeepSpeech2Encoder
from open_seq2seq.decoders import FullyConnectedCTCDecoder
from open_seq2seq.data import Speech2TextDataLayer
from open_seq2seq.losses import CTCLoss
from open_seq2seq.optimizers.... | OpenSeq2Seq-master | example_configs/speech2text/ds2_medium_4gpus.py |
# pylint: skip-file
import tensorflow as tf
from open_seq2seq.data import Speech2TextDataLayer
from open_seq2seq.decoders import FullyConnectedCTCDecoder
from open_seq2seq.encoders import DeepSpeech2Encoder
from open_seq2seq.losses import CTCLoss
from open_seq2seq.models import Speech2Text
from open_seq2seq.optimizers... | OpenSeq2Seq-master | example_configs/speech2text/ds2_small_1gpu.py |
# pylint: skip-file
import tensorflow as tf
from open_seq2seq.models import Speech2Text
from open_seq2seq.encoders import TDNNEncoder
from open_seq2seq.decoders import FullyConnectedCTCDecoder
from open_seq2seq.data.speech2text.speech2text import Speech2TextDataLayer
from open_seq2seq.losses import CTCLoss
from open_se... | OpenSeq2Seq-master | example_configs/speech2text/jasper10x5_LibriSpeech_nvgrad_masks.py |
# pylint: skip-file
import tensorflow as tf
from open_seq2seq.models import Speech2Text
from open_seq2seq.encoders import TDNNEncoder
from open_seq2seq.decoders import FullyConnectedCTCDecoder
from open_seq2seq.data import Speech2TextDataLayer
from open_seq2seq.losses import CTCLoss
from open_seq2seq.optimizers.lr_poli... | OpenSeq2Seq-master | example_configs/speech2text/w2l_large_8gpus_mp.py |
# pylint: skip-file
# QuartzNet paper: https://arxiv.org/abs/1910.10261
import tensorflow as tf
from open_seq2seq.models import Speech2Text
from open_seq2seq.encoders import TDNNEncoder
from open_seq2seq.decoders import FullyConnectedCTCDecoder
from open_seq2seq.data.speech2text.speech2text import Speech2TextDataLayer
... | OpenSeq2Seq-master | example_configs/speech2text/quartznet15x5_LibriSpeech.py |
# pylint: skip-file
import tensorflow as tf
from open_seq2seq.models import Image2Label
from open_seq2seq.encoders import TDNNEncoder
from open_seq2seq.decoders import FullyConnectedSCDecoder
from open_seq2seq.data import SpeechCommandsDataLayer
from open_seq2seq.losses import CrossEntropyLoss
from open_seq2seq.optimiz... | OpenSeq2Seq-master | example_configs/speech2text/jasper_commands.py |
#
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... | TensorRT-master | demo/BERT/perf.py |
import re
import pickle
import numpy as np
import onnx
import torch
import tensorrt as trt
try:
import tensorflow.compat.v1 as tf
tf.disable_v2_behavior()
except ImportError as err:
sys.stderr.write("""Error: Failed to import tensorflow module ({})\n""".format(err))
sys.exit()
TRT_LOGGER = trt.Logge... | TensorRT-master | demo/BERT/builder_utils.py |
#!/usr/bin/env python3
#
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# ... | TensorRT-master | demo/BERT/inference_varseqlen.py |
#!/usr/bin/env python3
#
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# ... | TensorRT-master | demo/BERT/builder_varseqlen.py |
#!/usr/bin/env python3
#
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# ... | TensorRT-master | demo/BERT/builder.py |
#
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... | TensorRT-master | demo/BERT/infer.py |
#!/usr/bin/env python3
#
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# ... | TensorRT-master | demo/BERT/inference.py |
#
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... | TensorRT-master | demo/BERT/perf_varseqlen.py |
#!/usr/bin/env python3
#
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# ... | TensorRT-master | demo/BERT/inference_c.py |
#!/usr/bin/env python3
#
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# ... | TensorRT-master | demo/BERT/squad/evaluate-v1.1.py |
#!/usr/bin/env python3
#
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# ... | TensorRT-master | demo/BERT/squad/evaluate-v2.0.py |
TensorRT-master | demo/BERT/helpers/__init__.py | |
# coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | TensorRT-master | demo/BERT/helpers/tokenization.py |
#!/usr/bin/env python3
#
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# ... | TensorRT-master | demo/BERT/helpers/calibrator.py |
#!/usr/bin/env python3
#
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# ... | TensorRT-master | demo/BERT/helpers/data_processing.py |
"""
Demonstrates TensorRT capabilities with networks located in HuggingFace repository.
Requires Python 3.5+
"""
# std
import os
import sys
import argparse
import importlib
from abc import abstractmethod
from typing import List
# tabulate
from tabulate import tabulate
ROOT_DIR = os.path.dirname(os.path.abspath(__fi... | TensorRT-master | demo/HuggingFace/run.py |
"""
Contains logic that captures T5 HuggingFace models into ONNX models.
Inspired by https://github.com/onnx/models/blob/master/text/machine_comprehension/t5/dependencies/T5-export.py
"""
# std
from itertools import islice
# tensorrt
import tensorrt as trt
# polygraphy
from polygraphy.backend.trt import Profile
# t... | TensorRT-master | demo/HuggingFace/T5/export.py |
# std
import argparse
from collections import namedtuple, OrderedDict
from itertools import product
from typing import Dict
# TRT-HuggingFace
from NNDF.networks import Precision, NetworkMetadata, NNConfig, Dims
from NNDF.interface import MetadataArgparseInteropMixin
# Limitation of namedtuples. You must declare name... | TensorRT-master | demo/HuggingFace/T5/T5ModelConfig.py |
"""
Executes ONNX Runtime framework code. See README.md for more information.
"""
# std
import os
from re import S
import sys
from typing import Dict, List, Tuple
# Add syspath for custom library
if __name__ == "__main__":
filepath = os.path.dirname(os.path.abspath(__file__))
project_root = os.path.join(filep... | TensorRT-master | demo/HuggingFace/T5/onnxrt.py |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.