From d935fd7e341b512748397f15c894d649db348054 Mon Sep 17 00:00:00 2001 From: jbalam-nv Date: Tue, 12 May 2020 23:35:18 -0700 Subject: [PATCH 01/13] Added new section to asr docs about 8 kHz models and a script to convert wav files to g.711 format Signed-off-by: jbalam-nv <4916480+jbalam-nv@users.noreply.github.com> --- docs/sources/source/asr/8kHz_models.rst | 20 +++++++ docs/sources/source/asr/asr_all.bib | 10 +++- docs/sources/source/asr/intro.rst | 2 + docs/sources/source/asr/tutorial.rst | 1 + scripts/convert_wav_to_g711wav.py | 78 +++++++++++++++++++++++++ 5 files changed, 108 insertions(+), 3 deletions(-) create mode 100644 docs/sources/source/asr/8kHz_models.rst create mode 100644 scripts/convert_wav_to_g711wav.py diff --git a/docs/sources/source/asr/8kHz_models.rst b/docs/sources/source/asr/8kHz_models.rst new file mode 100644 index 000000000000..d6be09aebe88 --- /dev/null +++ b/docs/sources/source/asr/8kHz_models.rst @@ -0,0 +1,20 @@ +8kHz Models +=========== + +For applications based telephony speech, using models trained on narrowband audio data sampled at 8 kHz may perform better than using models built with +audio at a higher frequency (Note that to use models with audio at a different sample rate from your data, you would need to resample your data to match the sampling rate in the +config file of the model). One approach to create large datasets for training a model suitable for your application would be to convert all audio data +to the formats prevalent in your application. Here we detail one such approach that we took to train a model based on 8 kHz data. + +To train a model suitable for recognizing telephony speech we converted some of the datasets to G.711 :cite:`8kHz-mod-itu1988g711`. G.711 is a popular speech codec used in VoIP products and encodes speech +at 64 kbps using PCM u-law companding. We converted audio from LibriSpeech, Mozilla Common Voice and WSJ datasets to G.711 format and combined Fisher and Switchboard datasets to +train a Quartznet15x5 model with about 4000 hours of data. The model was first pretrained with 8 kHz LibriSpeech data for 134 epochs and then trained for another 250 epochs using G.711 audio from all the five datasets listed above. For best accuracy +in your application, you may choose to :ref:`fine-tune ` this model using data collected from your application. The pre-trained model is available +for download `here `. + +References +---------- +.. bibliography:: asr_all.bib + :style: plain + :labelprefix: 8kHz-mod + :keyprefix: 8kHz-mod- diff --git a/docs/sources/source/asr/asr_all.bib b/docs/sources/source/asr/asr_all.bib index 3cdd9c68f9d2..b1c894f7b490 100644 --- a/docs/sources/source/asr/asr_all.bib +++ b/docs/sources/source/asr/asr_all.bib @@ -60,8 +60,6 @@ @misc{ardila2019common primaryClass={cs.CL} } - - @article{graves2012, title={Sequence Transduction with Recurrent Neural Networks}, author={Graves, Alex}, @@ -931,4 +929,10 @@ @article{kriman2019quartznet author={Kriman, Samuel and Beliaev, Stanislav and Ginsburg, Boris and Huang, Jocelyn and Kuchaiev, Oleksii and Lavrukhin, Vitaly and Leary, Ryan and Li, Jason and Zhang, Yang}, journal={arXiv preprint arXiv:1910.10261}, year={2019} -} \ No newline at end of file +} + +@misc{itu1988g711, + title={ITU-T G.711 - Pulse code modulation (PCM) of voice frequencies}, + author={ITU-T Geneva Switzerland}, + year={1988}, +} diff --git a/docs/sources/source/asr/intro.rst b/docs/sources/source/asr/intro.rst index f8aac81833e9..cfa5d1e16919 100644 --- a/docs/sources/source/asr/intro.rst +++ b/docs/sources/source/asr/intro.rst @@ -10,6 +10,8 @@ Speech Recognition tutorial datasets models + 8kHz_models + diff --git a/docs/sources/source/asr/tutorial.rst b/docs/sources/source/asr/tutorial.rst index 6c4805bbce2b..71102c47361f 100644 --- a/docs/sources/source/asr/tutorial.rst +++ b/docs/sources/source/asr/tutorial.rst @@ -288,6 +288,7 @@ The command above should trigger 8-GPU training with mixed precision. In the com .. tip:: You can pass several manifests (comma-separated) to train on a combined dataset like this: `--train_manifest=/manifests/librivox-train-all.json,/manifests/librivox-train-all-sp10pcnt.json,/manifests/cv/validated.json`. Here it combines 3 data sets: LibriSpeech, Mozilla Common Voice and LibriSpeech speed perturbed. +.. _fine-tune: Fine-tuning ----------- diff --git a/scripts/convert_wav_to_g711wav.py b/scripts/convert_wav_to_g711wav.py new file mode 100644 index 000000000000..d50ea125974a --- /dev/null +++ b/scripts/convert_wav_to_g711wav.py @@ -0,0 +1,78 @@ +# Copyright (c) 2020 NVIDIA Corporation +# +# USAGE: +# python convert_wav_to_g711wav.py \ +# --data_dir= \ +# --dest_dir= +# +# Converts all wav audio files to PCM u-law wav files (8kHz, 8-bit). +# Requires sox to be installed. +import argparse +import concurrent.futures +import glob +import logging +import os +import subprocess + +from tqdm import tqdm + +parser = argparse.ArgumentParser(description='Convert wav audio to pcm mulaw wav') +parser.add_argument( + "--data_dir", default=None, type=str, required=True, help="The path to the input directory with .wav files.", +) +parser.add_argument( + "--dest_dir", default=None, type=str, required=True, help="Path to the destination directory.", +) +args = parser.parse_args() + +def __convert_audio(in_path, out_path): + """ + Helper function that's called per thread, converts wav to G.711 wav. + Args: + in_path: source wav file to convert + out_path: destination for G.711 wav file + """ + cmd = ["sox", in_path, "-r", "8000", "-c", "1", "-e", "u-law",out_path] + subprocess.run(cmd) + +def __process_set(data_dir, dst_root): + """ + Finds and converts all wav audio files in the given directory to pcm_mulaw. + Args: + data_dir: source directory with wav files to convert + dst_root: where G.711 (pcm_mulaw) wav files will be stored + """ + wav_list = glob.glob(data_dir) + + if not os.path.exists(dst_root): + os.makedirs(dst_root) + + # Set up and execute concurrent audio conversion + tp = concurrent.futures.ProcessPoolExecutor(max_workers=64) + futures = [] + + for wav_path in tqdm(wav_list, desc="Submitting wav futures", unit="file"): + audio_id = os.path.basename(wav_path) + out_path = os.path.join(dst_root, audio_id) + futures.append(tp.submit(__convert_audio, wav_path, out_path)) + + pbar = tqdm(total=len(wav_list), desc="Converting wav files", unit="file") + count = 0 + for f in concurrent.futures.as_completed(futures): + count += 1 + pbar.update() + tp.shutdown() + pbar.close() + +def main(): + data_dir = args.data_dir + dest_dir = args.dest_dir + + logging.info("\n\nConverting audio in {}", data_dir) + __process_set( + os.path.join(data_dir, "*.wav",), + os.path.join(dest_dir), + ) + +if __name__ == '__main__': + main() From 085bf7b763ffa256ced60bd5c9530117a1196e00 Mon Sep 17 00:00:00 2001 From: jbalam-nv <4916480+jbalam-nv@users.noreply.github.com> Date: Wed, 13 May 2020 14:43:22 -0700 Subject: [PATCH 02/13] Made References subsections within each section and removed References section for pages with no references Signed-off-by: jbalam-nv <4916480+jbalam-nv@users.noreply.github.com> --- docs/sources/source/asr/8kHz_models.rst | 21 +++++++++++++++++-- docs/sources/source/asr/asr_all.bib | 4 ++-- docs/sources/source/asr/jasper.rst | 7 +++++++ docs/sources/source/asr/models.rst | 7 ------- docs/sources/source/asr/quartznet.rst | 11 +++++----- .../source/speaker_recognition/models.rst | 7 ------- .../source/speaker_recognition/quartznet.rst | 8 ------- docs/sources/source/speech_command/models.rst | 7 ------- .../source/speech_command/quartznet.rst | 4 ++-- .../speech_command/speech_recognition_all.bib | 7 +++++++ 10 files changed, 43 insertions(+), 40 deletions(-) diff --git a/docs/sources/source/asr/8kHz_models.rst b/docs/sources/source/asr/8kHz_models.rst index d6be09aebe88..40f8198abb59 100644 --- a/docs/sources/source/asr/8kHz_models.rst +++ b/docs/sources/source/asr/8kHz_models.rst @@ -8,9 +8,26 @@ to the formats prevalent in your application. Here we detail one such approach t To train a model suitable for recognizing telephony speech we converted some of the datasets to G.711 :cite:`8kHz-mod-itu1988g711`. G.711 is a popular speech codec used in VoIP products and encodes speech at 64 kbps using PCM u-law companding. We converted audio from LibriSpeech, Mozilla Common Voice and WSJ datasets to G.711 format and combined Fisher and Switchboard datasets to -train a Quartznet15x5 model with about 4000 hours of data. The model was first pretrained with 8 kHz LibriSpeech data for 134 epochs and then trained for another 250 epochs using G.711 audio from all the five datasets listed above. For best accuracy +train a :ref:`Quartznet15x5 ` model with about 4000 hours of data. + +Among the experiments that we ran, we got the best accuracy for a model that used our 16 kHz Quartznet15x5 model's weights as pre-trained weights. We then +trained the model for 250 epochs with five datasets mentioned above. Here are some results for our best model so far (note that all the test sets +were converted to G.711 format for the results below): + +====================== ===================== +Test set WER (%) +====================== ===================== +LibriSpeech dev-clean 4.35 +LibriSpeech dev-other 11.89 +LibriSpeech test-clean 4.45 +LibriSpeech test-other 12.02 +Switchboard test 10.74 +Switchboard dev 10.59 +====================== ===================== + +The model was first pretrained with 8 kHz LibriSpeech data for 134 epochs and then trained for another 250 epochs using G.711 audio from all the five datasets listed above. For best accuracy in your application, you may choose to :ref:`fine-tune ` this model using data collected from your application. The pre-trained model is available -for download `here `. +for download `here `_. References ---------- diff --git a/docs/sources/source/asr/asr_all.bib b/docs/sources/source/asr/asr_all.bib index b1c894f7b490..5eb0704b073f 100644 --- a/docs/sources/source/asr/asr_all.bib +++ b/docs/sources/source/asr/asr_all.bib @@ -925,14 +925,14 @@ @article{novograd2019 } @article{kriman2019quartznet, - title={Quartznet: Deep automatic speech recognition with 1d time-channel separable convolutions}, + title={Quartznet: {Deep} automatic speech recognition with 1d time-channel separable convolutions}, author={Kriman, Samuel and Beliaev, Stanislav and Ginsburg, Boris and Huang, Jocelyn and Kuchaiev, Oleksii and Lavrukhin, Vitaly and Leary, Ryan and Li, Jason and Zhang, Yang}, journal={arXiv preprint arXiv:1910.10261}, year={2019} } @misc{itu1988g711, - title={ITU-T G.711 - Pulse code modulation (PCM) of voice frequencies}, + title={{ITU-T} {G.711} - {Pulse} code modulation ({PCM}) of voice frequencies}, author={ITU-T Geneva Switzerland}, year={1988}, } diff --git a/docs/sources/source/asr/jasper.rst b/docs/sources/source/asr/jasper.rst index dc136cbb5f19..ec98d88ae0f1 100644 --- a/docs/sources/source/asr/jasper.rst +++ b/docs/sources/source/asr/jasper.rst @@ -23,3 +23,10 @@ Jasper10x5dr | Librispeech, `here `__ ============= ======================= ================================================================================= + +References +^^^^^^^^^^ +.. bibliography:: asr_all.bib + :style: plain + :labelprefix: ASR-MODELS + :keyprefix: asr-models- \ No newline at end of file diff --git a/docs/sources/source/asr/models.rst b/docs/sources/source/asr/models.rst index 57f529bc5298..66b5249af508 100644 --- a/docs/sources/source/asr/models.rst +++ b/docs/sources/source/asr/models.rst @@ -7,10 +7,3 @@ Models jasper quartznet -References -------------- - -.. bibliography:: asr_all.bib - :style: plain - :labelprefix: ASR-MODELS - :keyprefix: asr-models- \ No newline at end of file diff --git a/docs/sources/source/asr/quartznet.rst b/docs/sources/source/asr/quartznet.rst index 6dbadab71907..d50abfc64764 100644 --- a/docs/sources/source/asr/quartznet.rst +++ b/docs/sources/source/asr/quartznet.rst @@ -1,7 +1,8 @@ +.. _Quartznet_model: QuartzNet --------- -QuartzNet is a version of Jasper :cite:`asr-models-li2019jasper` model with separable convolutions and larger filters. It can achieve performance +QuartzNet :cite:`qtz-models-kriman2019quartznet` is a version of Jasper :cite:`qtz-models-li2019jasper` model with separable convolutions and larger filters. It can achieve performance similar to Jasper but with an order of magnitude less parameters. Similarly to Jasper, QuartzNet family of models are denoted as QuartzNet_[BxR] where B is the number of blocks, and R - the number of convolutional sub-blocks within a block. Each sub-block contains a 1-D *separable* convolution, batch normalization, ReLU, and dropout: @@ -9,11 +10,9 @@ Similarly to Jasper, QuartzNet family of models are denoted as QuartzNet_[BxR] w :align: center :alt: quartznet model - .. note:: This checkpoint was trained on LibriSpeech :cite:`panayotov2015librispeech` and full "validated" part of En Mozilla Common Voice :cite:`ardila2019common` - `QuartzNet paper `_. -Pretrained models can be found, `here `_. +Pretrained models can be found at the following links: ============= ===================== ============================================================================== Network Dataset Download Link @@ -24,7 +23,9 @@ QuartzNet15x5 Aishell2 `here Date: Wed, 13 May 2020 15:35:32 -0700 Subject: [PATCH 03/13] Added a config file for 8 kHz Signed-off-by: jbalam-nv <4916480+jbalam-nv@users.noreply.github.com> --- docs/sources/source/asr/8kHz_models.rst | 8 +- examples/asr/configs/quartznet15x5_8kHz.yaml | 198 +++++++++++++++++++ 2 files changed, 203 insertions(+), 3 deletions(-) create mode 100644 examples/asr/configs/quartznet15x5_8kHz.yaml diff --git a/docs/sources/source/asr/8kHz_models.rst b/docs/sources/source/asr/8kHz_models.rst index 40f8198abb59..832e87f53f89 100644 --- a/docs/sources/source/asr/8kHz_models.rst +++ b/docs/sources/source/asr/8kHz_models.rst @@ -1,7 +1,7 @@ 8kHz Models =========== -For applications based telephony speech, using models trained on narrowband audio data sampled at 8 kHz may perform better than using models built with +For applications based on telephony speech, using models trained on narrowband audio data sampled at 8 kHz may perform better than using models built with audio at a higher frequency (Note that to use models with audio at a different sample rate from your data, you would need to resample your data to match the sampling rate in the config file of the model). One approach to create large datasets for training a model suitable for your application would be to convert all audio data to the formats prevalent in your application. Here we detail one such approach that we took to train a model based on 8 kHz data. @@ -26,8 +26,10 @@ Switchboard dev 10.59 ====================== ===================== The model was first pretrained with 8 kHz LibriSpeech data for 134 epochs and then trained for another 250 epochs using G.711 audio from all the five datasets listed above. For best accuracy -in your application, you may choose to :ref:`fine-tune ` this model using data collected from your application. The pre-trained model is available -for download `here `_. +in your application, you may choose to :ref:`fine-tune ` this model using data collected from your application. + +.. +The pre-trained model is available for download `here `_. References ---------- diff --git a/examples/asr/configs/quartznet15x5_8kHz.yaml b/examples/asr/configs/quartznet15x5_8kHz.yaml new file mode 100644 index 000000000000..3bbe1019e460 --- /dev/null +++ b/examples/asr/configs/quartznet15x5_8kHz.yaml @@ -0,0 +1,198 @@ +model: "QuartzNet" +sample_rate: 8000 + +AudioToTextDataLayer: + max_duration: 16.7 + trim_silence: true + + train: + shuffle: true + + eval: + shuffle: false + max_duration: null + +AudioToMelSpectrogramPreprocessor: + window_size: 0.02 + window_stride: 0.01 + window: "hann" + normalize: "per_feature" + n_fft: 512 + features: 64 + dither: 0.00001 + pad_to: 16 + stft_conv: true + +SpectrogramAugmentation: + rect_masks: 5 + rect_time: 120 + rect_freq: 50 + +JasperEncoder: + activation: "relu" + conv_mask: true + + jasper: + - filters: 256 + repeat: 1 + kernel: [33] + stride: [2] + dilation: [1] + dropout: 0.0 + residual: false + separable: true + + - filters: 256 + repeat: 5 + kernel: [33] + stride: [1] + dilation: [1] + dropout: 0.0 + residual: true + separable: true + + - filters: 256 + repeat: 5 + kernel: [33] + stride: [1] + dilation: [1] + dropout: 0.0 + residual: true + separable: true + + - filters: 256 + repeat: 5 + kernel: [33] + stride: [1] + dilation: [1] + dropout: 0.0 + residual: true + separable: true + + - filters: 256 + repeat: 5 + kernel: [39] + stride: [1] + dilation: [1] + dropout: 0.0 + residual: true + separable: true + + - filters: 256 + repeat: 5 + kernel: [39] + stride: [1] + dilation: [1] + dropout: 0.0 + residual: true + separable: true + + - filters: 256 + repeat: 5 + kernel: [39] + stride: [1] + dilation: [1] + dropout: 0.0 + residual: true + separable: true + + - filters: 512 + repeat: 5 + kernel: [51] + stride: [1] + dilation: [1] + dropout: 0.0 + residual: true + separable: true + + - filters: 512 + repeat: 5 + kernel: [51] + stride: [1] + dilation: [1] + dropout: 0.0 + residual: true + separable: true + + - filters: 512 + repeat: 5 + kernel: [51] + stride: [1] + dilation: [1] + dropout: 0.0 + residual: true + separable: true + + - filters: 512 + repeat: 5 + kernel: [63] + stride: [1] + dilation: [1] + dropout: 0.0 + residual: true + separable: true + + - filters: 512 + repeat: 5 + kernel: [63] + stride: [1] + dilation: [1] + dropout: 0.0 + residual: true + separable: true + + - filters: 512 + repeat: 5 + kernel: [63] + stride: [1] + dilation: [1] + dropout: 0.0 + residual: true + separable: true + + - filters: 512 + repeat: 5 + kernel: [75] + stride: [1] + dilation: [1] + dropout: 0.0 + residual: true + separable: true + + - filters: 512 + repeat: 5 + kernel: [75] + stride: [1] + dilation: [1] + dropout: 0.0 + residual: true + separable: true + + - filters: 512 + repeat: 5 + kernel: [75] + stride: [1] + dilation: [1] + dropout: 0.0 + residual: true + separable: true + + - filters: 512 + repeat: 1 + kernel: [87] + stride: [1] + dilation: [2] + dropout: 0.0 + residual: false + separable: true + + - filters: 1024 + repeat: 1 + kernel: [1] + stride: [1] + dilation: [1] + dropout: 0.0 + residual: false + +labels: [" ", "a", "b", "c", "d", "e", "f", "g", "h", "i", "j", "k", "l", "m", + "n", "o", "p", "q", "r", "s", "t", "u", "v", "w", "x", "y", "z", "'"] From 3f3366c0961d7f72ef8e8bf734f2000369a7c3ec Mon Sep 17 00:00:00 2001 From: Oleksii Kuchaiev Date: Tue, 12 May 2020 13:51:30 -0700 Subject: [PATCH 04/13] product name updates Signed-off-by: Oleksii Kuchaiev Signed-off-by: jbalam-nv <4916480+jbalam-nv@users.noreply.github.com> --- README.rst | 4 ++-- docs/docs_zh/sources/source/index.rst | 12 ++++++------ docs/sources/source/index.rst | 6 +++--- 3 files changed, 11 insertions(+), 11 deletions(-) diff --git a/README.rst b/README.rst index 71a642babc34..cd180b211ca3 100644 --- a/README.rst +++ b/README.rst @@ -24,8 +24,8 @@ -NVIDIA Neural Modules: NeMo -=========================== +NVIDIA NeMo +=========== NeMo is a toolkit for creating `Conversational AI `_ applications. diff --git a/docs/docs_zh/sources/source/index.rst b/docs/docs_zh/sources/source/index.rst index 67cf4eab6f9b..ef13831fdc97 100644 --- a/docs/docs_zh/sources/source/index.rst +++ b/docs/docs_zh/sources/source/index.rst @@ -1,5 +1,5 @@ -NVIDIA Neural Modules 开发者指南(中文版) -========================================== +NVIDIA NeMo 开发者指南 +==================== .. toctree:: :hidden: @@ -17,7 +17,7 @@ NVIDIA Neural Modules 开发者指南(中文版) -Neural Modules (NeMo) 是一个用神经模块来构建 AI 应用的工具包,它与具体的框架无关。当前支持 PyTorch 框架。 +NeMo 是一个用神经模块来构建 AI 应用的工具包,它与具体的框架无关。当前支持 PyTorch 框架。 一个“神经模块”指的是,根据一系列的输入来计算一系列输出的代码块。 @@ -27,7 +27,7 @@ Neural Modules (NeMo) 是一个用神经模块来构建 AI 应用的工具包, 简介 ------ +--- 我们可以通过以下这个视频有个概览: @@ -39,7 +39,7 @@ Neural Modules (NeMo) 是一个用神经模块来构建 AI 应用的工具包, 核心概念和特性 ------------------- +----------- * `NeuralModule` 类 - 表示以及执行一个神经模块。 * `NmTensor` - 表示的是神经模块端口之间流动的激活元。 @@ -50,7 +50,7 @@ Neural Modules (NeMo) 是一个用神经模块来构建 AI 应用的工具包, 安装依赖 ----------- +------- 1) Python 3.6 or 3.7 2) PyTorch >= 1.4 带GPU支持 diff --git a/docs/sources/source/index.rst b/docs/sources/source/index.rst index 70e328e961eb..f0b68255fab4 100644 --- a/docs/sources/source/index.rst +++ b/docs/sources/source/index.rst @@ -1,5 +1,5 @@ -NVIDIA Neural Modules Developer Guide -===================================== +NVIDIA NeMo Developer Guide +=========================== .. toctree:: :hidden: @@ -18,7 +18,7 @@ NVIDIA Neural Modules Developer Guide chinese/intro -Neural Modules (NeMo) is a framework-agnostic toolkit for building AI applications powered by Neural Modules. Current support is for PyTorch framework. +NeMo is a framework-agnostic toolkit for building AI applications powered by Neural Modules. Current support is for PyTorch framework. A "Neural Module" is a block of code that computes a set of outputs from a set of inputs. From 75db3a58ea8607a157b59cc2fb93eb41ea272f8f Mon Sep 17 00:00:00 2001 From: Tomasz Kornuta <56979727+tkornuta-nvidia@users.noreply.github.com> Date: Tue, 12 May 2020 17:54:08 -0700 Subject: [PATCH 05/13] Description of testing updated (#628) * Description of testing updated Signed-off-by: Tomasz Kornuta * added enters Signed-off-by: Tomasz Kornuta * polish Signed-off-by: Tomasz Kornuta * further polish Signed-off-by: Tomasz Kornuta * typo Signed-off-by: Tomasz Kornuta Signed-off-by: jbalam-nv <4916480+jbalam-nv@users.noreply.github.com> --- README.rst | 27 +++++++++++++++++++++++---- setup.cfg | 2 +- 2 files changed, 24 insertions(+), 5 deletions(-) diff --git a/README.rst b/README.rst index cd180b211ca3..be60290c3c78 100644 --- a/README.rst +++ b/README.rst @@ -162,14 +162,33 @@ If you prefer to use NeMo's latest development version (from GitHub) follow the python setup.py style --fix # Tries to fix error in-place. python setup.py style --scope=tests # Operates within certain scope (dir of file). -**Unittests** +** NeMo Test Suite** -This command runs unittests: +NeMo contains test suite divided into 5 subsets: + 1) ``unit``: unit tests, i.e. testing a single, well isolated functionality + 2) ``integration``: tests checking the elements when integrated into subsystems + 3) ``system``: tests working at the highest integration level + 4) ``acceptance``: tests checking whether the developed product/model passes the user defined acceptance criteria + 5) ``docs``: tests related to documentation (deselect with '-m "not docs"') + +The user can run all the tests locally by simply executing: .. code-block:: bash - ./reinstall.sh - pytest tests + pytest + +In order to run a subset of tests one can use the ``-m`` argument followed by the subset name, e.g. for ``system`` subset: + +.. code-block:: bash + + pytest -m system + +By default, all the tests will be executed on GPU. There is also an option to run the test suite on CPU +by passing the ``--cpu`` command line argument, e.g.: + +.. code-block:: bash + + pytest -m unit --cpu Citation diff --git a/setup.cfg b/setup.cfg index df3f4f19217e..b64285ec6d07 100644 --- a/setup.cfg +++ b/setup.cfg @@ -24,7 +24,7 @@ addopts = --verbose --pyargs --durations=0 markers = unit: marks unit test, i.e. testing a single, well isolated functionality (deselect with '-m "not unit"') integration: marks test checking the elements when integrated into subsystems (deselect with '-m "not integration"') - system: marks test working at the highest integration level. (deselect with '-m "not system"') + system: marks test working at the highest integration level (deselect with '-m "not system"') acceptance: marks test checking whether the developed product/model passes the user defined acceptance criteria (deselect with '-m "not acceptance"') docs: mark tests related to documentation (deselect with '-m "not docs"') skipduringci: marks tests that are skipped ci as they are addressed by Jenkins jobs but should be run to test user setups From e76dc4ca93e20668296e94689c4a2e330d20c569 Mon Sep 17 00:00:00 2001 From: Nithin Rao Date: Tue, 12 May 2020 13:56:11 -0700 Subject: [PATCH 06/13] integration test Signed-off-by: Nithin Rao Signed-off-by: jbalam-nv <4916480+jbalam-nv@users.noreply.github.com> --- tests/data/an4_speaker.tar.gz | Bin 0 -> 721854 bytes tests/data/quartznet_spkr_test.yaml | 81 ++++++++ ...eakerRecognition_gradient_step_and_eval.py | 193 ++++++++++++++++++ 3 files changed, 274 insertions(+) create mode 100644 tests/data/an4_speaker.tar.gz 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zaZQn^C_b0TmV3OztSli?MIu}yWnOCVDF$9;p#qlqt_Q?PK{O`~I{`~LH|Ni{{=I8$f4p6C# H0QwLBQKn&A literal 0 HcmV?d00001 diff --git a/tests/data/quartznet_spkr_test.yaml b/tests/data/quartznet_spkr_test.yaml new file mode 100644 index 000000000000..d0ec8b33d7e2 --- /dev/null +++ b/tests/data/quartznet_spkr_test.yaml @@ -0,0 +1,81 @@ +model: "GramVoxNet" +sample_rate: &sample_rate 16000 +dropout: &drop 0.5 +repeat: &rep 1 +time_length: 8 +n_filters: &n_filters 512 + +AudioToSpeechLabelDataLayer: + sample_rate: *sample_rate + train: + min_duration: 0.1 + shuffle: true + eval: + min_duration: 0.01 + shuffle: false + +AudioToMelSpectrogramPreprocessor: + normalize: "per_feature" + window_size: 0.02 + window_stride: 0.01 + window: "hann" + features: &n_mels 64 + n_fft: 512 + frame_splicing: 1 + dither: 0.00001 + stft_conv: false + +JasperEncoder: + feat_in: *n_mels + activation: "relu" + + jasper: + - filters: *n_filters + repeat: 1 + kernel: [3] + stride: [1] + dilation: [1] + dropout: *drop + residual: true + seperable: true + + - filters: *n_filters + repeat: *rep + kernel: [5] + stride: [1] + dilation: [1] + dropout: *drop + residual: true + seperable: true + + - filters: *n_filters + repeat: *rep + kernel: [7] + stride: [1] + dilation: [1] + dropout: *drop + residual: true + seperable: true + + - filters: *n_filters + repeat: *rep + kernel: [9] + stride: [1] + dilation: [1] + dropout: *drop + residual: true + seperable: true + + - filters: &enc_feat_out 1500 + repeat: 1 + kernel: [1] + stride: [1] + dilation: [1] + dropout: 0.0 + residual: false + seperable: true + +JasperDecoderForSpkrClass: + feat_in: *enc_feat_out + pool_mode: 'xvector' + emb_sizes: 128,128 diff --git a/tests/integration/test_speakerRecognition_gradient_step_and_eval.py b/tests/integration/test_speakerRecognition_gradient_step_and_eval.py new file mode 100644 index 000000000000..3bb4780d9f89 --- /dev/null +++ b/tests/integration/test_speakerRecognition_gradient_step_and_eval.py @@ -0,0 +1,193 @@ +# ! /usr/bin/python +# -*- coding: utf-8 -*- + +# Copyright 2020 NVIDIA. 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 law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# ============================================================================= +import os +import shutil +import tarfile +from functools import partial +from unittest import TestCase + +import pytest +from ruamel.yaml import YAML + +import nemo +import nemo.collections.asr as nemo_asr + +logging = nemo.logging + + +@pytest.mark.usefixtures("neural_factory") +class TestSpeakerRecognitonPytorch(TestCase): + manifest_filepath = os.path.abspath(os.path.join(os.path.dirname(__file__), "../data/an4_speaker/train.json")) + featurizer_config = { + "normalize": "per_feature", + "window_size": 0.02, + "window_stride": 0.01, + "window": "hann", + "features": 64, + "n_fft": 512, + "frame_splicing": 1, + "dither": 0.00001, + "stft_conv": False, + } + yaml = YAML(typ="safe") + + @classmethod + def setUpClass(cls) -> None: + super().setUpClass() + data_folder = os.path.abspath(os.path.join(os.path.dirname(__file__), "../data/")) + logging.info("Looking up for speaker related data") + if not os.path.exists(os.path.join(data_folder, "an4_speaker")): + logging.info("Extracting speaker related files to: {0}".format(os.path.join(data_folder, "an4_speaker"))) + tar = tarfile.open(os.path.join(data_folder, "an4_speaker.tar.gz"), "r:gz") + tar.extractall(path=data_folder) + tar.close() + else: + logging.info("Speech Command data found in: {0}".format(os.path.join(data_folder, "an4_speaker"))) + + @classmethod + def tearDownClass(cls) -> None: + super().tearDownClass() + data_folder = os.path.abspath(os.path.join(os.path.dirname(__file__), "../data/")) + logging.info("Looking up for test an4 data") + if os.path.exists(os.path.join(data_folder, "an4_speaker")): + shutil.rmtree(os.path.join(data_folder, "an4_speaker")) + + @staticmethod + def print_and_log_loss(loss_tensor, loss_log_list): + """A helper function that is passed to SimpleLossLoggerCallback. It prints loss_tensors and appends to + the loss_log_list list. + + Args: + loss_tensor (NMTensor): tensor representing loss. Loss should be a scalar + loss_log_list (list): empty list + """ + logging.info(f'Train Loss: {str(loss_tensor[0].item())}') + loss_log_list.append(loss_tensor[0].item()) + + @pytest.mark.integration + def test_quartznet_speaker_reco_training(self): + """Integtaion test that instantiates a small QuartzNet model for speaker recognition and tests training with the + sample an4 data. + Training is run for 3 forward and backward steps and asserts that loss after 3 steps is smaller than the loss + at the first step. + """ + with open( + os.path.abspath(os.path.join(os.path.dirname(__file__), "../data/quartznet_spkr_test.yaml")) + ) as file: + spkr_params = self.yaml.load(file) + dl = nemo_asr.AudioToSpeechLabelDataLayer( + # featurizer_config=self.featurizer_config, + manifest_filepath=self.manifest_filepath, + labels=None, + batch_size=5, + ) + pre_process_params = pre_process_params = { + "sample_rate": 16000, + "normalize": "per_feature", + "window_size": 0.02, + "window_stride": 0.01, + "window": "hann", + "features": 64, + "n_fft": 512, + "frame_splicing": 1, + "dither": 0.00001, + "stft_conv": False, + } + preprocessing = nemo_asr.AudioToMelSpectrogramPreprocessor(**pre_process_params) + jasper_encoder = nemo_asr.JasperEncoder(**spkr_params['JasperEncoder']) + jasper_decoder = nemo_asr.JasperDecoderForSpkrClass( + feat_in=spkr_params['JasperEncoder']['jasper'][-1]['filters'], + num_classes=dl.num_classes, + pool_mode=spkr_params['JasperDecoderForSpkrClass']['pool_mode'], + emb_sizes=spkr_params["JasperDecoderForSpkrClass"]["emb_sizes"].split(","), + ) + ce_loss = nemo_asr.CrossEntropyLossNM() + + # DAG + audio_signal, a_sig_length, targets, targets_len = dl() + processed_signal, p_length = preprocessing(input_signal=audio_signal, length=a_sig_length) + + encoded, encoded_len = jasper_encoder(audio_signal=processed_signal, length=p_length) + # logging.info(jasper_encoder) + log_probs, _ = jasper_decoder(encoder_output=encoded) + loss = ce_loss(logits=log_probs, labels=targets) + + loss_list = [] + callback = nemo.core.SimpleLossLoggerCallback( + tensors=[loss], print_func=partial(self.print_and_log_loss, loss_log_list=loss_list), step_freq=1 + ) + self.nf.random_seed = 42 + self.nf.train( + [loss], callbacks=[callback], optimizer="sgd", optimization_params={"max_steps": 5, "lr": 0.02}, + ) + self.nf.reset_trainer() + + # Assert that training loss went down + assert loss_list[-1] < loss_list[0] + + @pytest.mark.integration + def test_quartznet_speaker_reco_eval(self): + """Integration test that tests EvaluatorCallback and NeuralModuleFactory.eval(). + """ + with open( + os.path.abspath(os.path.join(os.path.dirname(__file__), "../data/quartznet_spkr_test.yaml")) + ) as file: + spkr_params = self.yaml.load(file) + dl = nemo_asr.AudioToSpeechLabelDataLayer(manifest_filepath=self.manifest_filepath, labels=None, batch_size=2,) + pre_process_params = { + 'frame_splicing': 1, + 'features': 64, + 'window_size': 0.02, + 'n_fft': 512, + 'dither': 1e-05, + 'window': 'hann', + 'sample_rate': 16000, + 'normalize': 'per_feature', + 'window_stride': 0.01, + } + preprocessing = nemo_asr.AudioToMelSpectrogramPreprocessor(**pre_process_params) + jasper_encoder = nemo_asr.JasperEncoder(**spkr_params['JasperEncoder']) + jasper_decoder = nemo_asr.JasperDecoderForSpkrClass( + feat_in=spkr_params['JasperEncoder']['jasper'][-1]['filters'], + num_classes=dl.num_classes, + pool_mode=spkr_params['JasperDecoderForSpkrClass']['pool_mode'], + emb_sizes=spkr_params["JasperDecoderForSpkrClass"]["emb_sizes"].split(","), + ) + ce_loss = nemo_asr.CrossEntropyLossNM() + + # DAG + audio_signal, a_sig_length, targets, targets_len = dl() + processed_signal, p_length = preprocessing(input_signal=audio_signal, length=a_sig_length) + + encoded, encoded_len = jasper_encoder(audio_signal=processed_signal, length=p_length) + # logging.info(jasper_encoder) + logits, _ = jasper_decoder(encoder_output=encoded) + loss = ce_loss(logits=logits, labels=targets,) + + from nemo.collections.asr.helpers import ( + process_classification_evaluation_batch, + process_classification_evaluation_epoch, + ) + + eval_callback = nemo.core.EvaluatorCallback( + eval_tensors=[loss, logits, targets], + user_iter_callback=lambda x, y: process_classification_evaluation_batch(x, y, top_k=[1]), + user_epochs_done_callback=process_classification_evaluation_epoch, + ) + # Instantiate an optimizer to perform `train` action + self.nf.eval(callbacks=[eval_callback]) From e178d6091e52888c64d1dd9c5264602bf4b2c671 Mon Sep 17 00:00:00 2001 From: Nithin Rao Date: Tue, 12 May 2020 14:29:24 -0700 Subject: [PATCH 07/13] reduced lr Signed-off-by: Nithin Rao Signed-off-by: jbalam-nv <4916480+jbalam-nv@users.noreply.github.com> --- .../test_speakerRecognition_gradient_step_and_eval.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/integration/test_speakerRecognition_gradient_step_and_eval.py b/tests/integration/test_speakerRecognition_gradient_step_and_eval.py index 3bb4780d9f89..167a15479b31 100644 --- a/tests/integration/test_speakerRecognition_gradient_step_and_eval.py +++ b/tests/integration/test_speakerRecognition_gradient_step_and_eval.py @@ -133,7 +133,7 @@ def test_quartznet_speaker_reco_training(self): ) self.nf.random_seed = 42 self.nf.train( - [loss], callbacks=[callback], optimizer="sgd", optimization_params={"max_steps": 5, "lr": 0.02}, + [loss], callbacks=[callback], optimizer="sgd", optimization_params={"max_steps": 4, "lr": 0.002}, ) self.nf.reset_trainer() From c1a314a81b532107a2b5f5e961c720f1fd450fce Mon Sep 17 00:00:00 2001 From: Nithin Rao Date: Tue, 12 May 2020 17:57:23 -0700 Subject: [PATCH 08/13] TestCase removed Signed-off-by: Nithin Rao Signed-off-by: jbalam-nv <4916480+jbalam-nv@users.noreply.github.com> --- ...test_speaker_recognition_gradient_step.py} | 89 ++----------------- 1 file changed, 6 insertions(+), 83 deletions(-) rename tests/integration/{test_speakerRecognition_gradient_step_and_eval.py => test_speaker_recognition_gradient_step.py} (58%) diff --git a/tests/integration/test_speakerRecognition_gradient_step_and_eval.py b/tests/integration/test_speaker_recognition_gradient_step.py similarity index 58% rename from tests/integration/test_speakerRecognition_gradient_step_and_eval.py rename to tests/integration/test_speaker_recognition_gradient_step.py index 167a15479b31..3de88f4d48f5 100644 --- a/tests/integration/test_speakerRecognition_gradient_step_and_eval.py +++ b/tests/integration/test_speaker_recognition_gradient_step.py @@ -19,7 +19,6 @@ import shutil import tarfile from functools import partial -from unittest import TestCase import pytest from ruamel.yaml import YAML @@ -31,24 +30,12 @@ @pytest.mark.usefixtures("neural_factory") -class TestSpeakerRecognitonPytorch(TestCase): +class TestSpeakerRecognitonPytorch(): manifest_filepath = os.path.abspath(os.path.join(os.path.dirname(__file__), "../data/an4_speaker/train.json")) - featurizer_config = { - "normalize": "per_feature", - "window_size": 0.02, - "window_stride": 0.01, - "window": "hann", - "features": 64, - "n_fft": 512, - "frame_splicing": 1, - "dither": 0.00001, - "stft_conv": False, - } yaml = YAML(typ="safe") @classmethod - def setUpClass(cls) -> None: - super().setUpClass() + def setup_class(cls) -> None: data_folder = os.path.abspath(os.path.join(os.path.dirname(__file__), "../data/")) logging.info("Looking up for speaker related data") if not os.path.exists(os.path.join(data_folder, "an4_speaker")): @@ -60,8 +47,7 @@ def setUpClass(cls) -> None: logging.info("Speech Command data found in: {0}".format(os.path.join(data_folder, "an4_speaker"))) @classmethod - def tearDownClass(cls) -> None: - super().tearDownClass() + def teardown_class(cls) -> None: data_folder = os.path.abspath(os.path.join(os.path.dirname(__file__), "../data/")) logging.info("Looking up for test an4 data") if os.path.exists(os.path.join(data_folder, "an4_speaker")): @@ -91,24 +77,13 @@ def test_quartznet_speaker_reco_training(self): ) as file: spkr_params = self.yaml.load(file) dl = nemo_asr.AudioToSpeechLabelDataLayer( - # featurizer_config=self.featurizer_config, manifest_filepath=self.manifest_filepath, labels=None, batch_size=5, ) - pre_process_params = pre_process_params = { - "sample_rate": 16000, - "normalize": "per_feature", - "window_size": 0.02, - "window_stride": 0.01, - "window": "hann", - "features": 64, - "n_fft": 512, - "frame_splicing": 1, - "dither": 0.00001, - "stft_conv": False, - } - preprocessing = nemo_asr.AudioToMelSpectrogramPreprocessor(**pre_process_params) + sample_rate = 16000 + + preprocessing = nemo_asr.AudioToMelSpectrogramPreprocessor(sample_rate=sample_rate, **spkr_params["AudioToMelSpectrogramPreprocessor"],) jasper_encoder = nemo_asr.JasperEncoder(**spkr_params['JasperEncoder']) jasper_decoder = nemo_asr.JasperDecoderForSpkrClass( feat_in=spkr_params['JasperEncoder']['jasper'][-1]['filters'], @@ -139,55 +114,3 @@ def test_quartznet_speaker_reco_training(self): # Assert that training loss went down assert loss_list[-1] < loss_list[0] - - @pytest.mark.integration - def test_quartznet_speaker_reco_eval(self): - """Integration test that tests EvaluatorCallback and NeuralModuleFactory.eval(). - """ - with open( - os.path.abspath(os.path.join(os.path.dirname(__file__), "../data/quartznet_spkr_test.yaml")) - ) as file: - spkr_params = self.yaml.load(file) - dl = nemo_asr.AudioToSpeechLabelDataLayer(manifest_filepath=self.manifest_filepath, labels=None, batch_size=2,) - pre_process_params = { - 'frame_splicing': 1, - 'features': 64, - 'window_size': 0.02, - 'n_fft': 512, - 'dither': 1e-05, - 'window': 'hann', - 'sample_rate': 16000, - 'normalize': 'per_feature', - 'window_stride': 0.01, - } - preprocessing = nemo_asr.AudioToMelSpectrogramPreprocessor(**pre_process_params) - jasper_encoder = nemo_asr.JasperEncoder(**spkr_params['JasperEncoder']) - jasper_decoder = nemo_asr.JasperDecoderForSpkrClass( - feat_in=spkr_params['JasperEncoder']['jasper'][-1]['filters'], - num_classes=dl.num_classes, - pool_mode=spkr_params['JasperDecoderForSpkrClass']['pool_mode'], - emb_sizes=spkr_params["JasperDecoderForSpkrClass"]["emb_sizes"].split(","), - ) - ce_loss = nemo_asr.CrossEntropyLossNM() - - # DAG - audio_signal, a_sig_length, targets, targets_len = dl() - processed_signal, p_length = preprocessing(input_signal=audio_signal, length=a_sig_length) - - encoded, encoded_len = jasper_encoder(audio_signal=processed_signal, length=p_length) - # logging.info(jasper_encoder) - logits, _ = jasper_decoder(encoder_output=encoded) - loss = ce_loss(logits=logits, labels=targets,) - - from nemo.collections.asr.helpers import ( - process_classification_evaluation_batch, - process_classification_evaluation_epoch, - ) - - eval_callback = nemo.core.EvaluatorCallback( - eval_tensors=[loss, logits, targets], - user_iter_callback=lambda x, y: process_classification_evaluation_batch(x, y, top_k=[1]), - user_epochs_done_callback=process_classification_evaluation_epoch, - ) - # Instantiate an optimizer to perform `train` action - self.nf.eval(callbacks=[eval_callback]) From b8d8efe6c831df9ed9c53845aa269db283d3b2e2 Mon Sep 17 00:00:00 2001 From: Nithin Rao Date: Tue, 12 May 2020 17:59:16 -0700 Subject: [PATCH 09/13] style fix Signed-off-by: Nithin Rao Signed-off-by: jbalam-nv <4916480+jbalam-nv@users.noreply.github.com> --- .../test_speaker_recognition_gradient_step.py | 12 +++++------- 1 file changed, 5 insertions(+), 7 deletions(-) diff --git a/tests/integration/test_speaker_recognition_gradient_step.py b/tests/integration/test_speaker_recognition_gradient_step.py index 3de88f4d48f5..1ae66049b1b9 100644 --- a/tests/integration/test_speaker_recognition_gradient_step.py +++ b/tests/integration/test_speaker_recognition_gradient_step.py @@ -30,7 +30,7 @@ @pytest.mark.usefixtures("neural_factory") -class TestSpeakerRecognitonPytorch(): +class TestSpeakerRecognitonPytorch: manifest_filepath = os.path.abspath(os.path.join(os.path.dirname(__file__), "../data/an4_speaker/train.json")) yaml = YAML(typ="safe") @@ -76,14 +76,12 @@ def test_quartznet_speaker_reco_training(self): os.path.abspath(os.path.join(os.path.dirname(__file__), "../data/quartznet_spkr_test.yaml")) ) as file: spkr_params = self.yaml.load(file) - dl = nemo_asr.AudioToSpeechLabelDataLayer( - manifest_filepath=self.manifest_filepath, - labels=None, - batch_size=5, - ) + dl = nemo_asr.AudioToSpeechLabelDataLayer(manifest_filepath=self.manifest_filepath, labels=None, batch_size=5,) sample_rate = 16000 - preprocessing = nemo_asr.AudioToMelSpectrogramPreprocessor(sample_rate=sample_rate, **spkr_params["AudioToMelSpectrogramPreprocessor"],) + preprocessing = nemo_asr.AudioToMelSpectrogramPreprocessor( + sample_rate=sample_rate, **spkr_params["AudioToMelSpectrogramPreprocessor"], + ) jasper_encoder = nemo_asr.JasperEncoder(**spkr_params['JasperEncoder']) jasper_decoder = nemo_asr.JasperDecoderForSpkrClass( feat_in=spkr_params['JasperEncoder']['jasper'][-1]['filters'], From 480bc16302482459187ac8f4af7bd572da0bf512 Mon Sep 17 00:00:00 2001 From: Tomasz Kornuta <56979727+tkornuta-nvidia@users.noreply.github.com> Date: Wed, 13 May 2020 11:57:10 -0700 Subject: [PATCH 10/13] Graph save/restore actions (#625) * warning -> debug Signed-off-by: Tomasz Kornuta * work in progress on save_to/restore_from Signed-off-by: Tomasz Kornuta * Refactored torch backend injection, added elementary four torch functions related to model saving/loading, plus unit tests Signed-off-by: Tomasz Kornuta * Graph save_to and restore_from actions Signed-off-by: Tomasz Kornuta * style fix Signed-off-by: Tomasz Kornuta * adding NG to nemo.rst, fixing documentation issues Signed-off-by: Tomasz Kornuta * Documentation polish Signed-off-by: nvidia * removed indent Signed-off-by: nvidia Signed-off-by: jbalam-nv <4916480+jbalam-nv@users.noreply.github.com> --- docs/sources/source/api-docs/nemo.rst | 8 + nemo/backends/__init__.py | 23 +- nemo/backends/load_backend.py | 26 ++ nemo/backends/torch_backend.py | 71 ++++ nemo/core/neural_graph.py | 402 +++++++++++------- nemo/core/neural_modules.py | 180 ++++---- .../core/neural_graph/test_neural_graphs.py | 39 +- tests/unit/test_torch_backend.py | 71 ++++ 8 files changed, 555 insertions(+), 265 deletions(-) create mode 100644 nemo/backends/load_backend.py create mode 100644 nemo/backends/torch_backend.py create mode 100644 tests/unit/test_torch_backend.py diff --git a/docs/sources/source/api-docs/nemo.rst b/docs/sources/source/api-docs/nemo.rst index 8ff87c9b7527..f5893ec7ea87 100644 --- a/docs/sources/source/api-docs/nemo.rst +++ b/docs/sources/source/api-docs/nemo.rst @@ -18,6 +18,14 @@ neural_modules :undoc-members: :show-inheritance: +neural_graph +-------------- + +.. automodule:: nemo.core.neural_graph + :members: + :undoc-members: + :show-inheritance: + neural_factory -------------- diff --git a/nemo/backends/__init__.py b/nemo/backends/__init__.py index d4611fa8af89..dfb329d0d74e 100644 --- a/nemo/backends/__init__.py +++ b/nemo/backends/__init__.py @@ -1 +1,22 @@ -from . import pytorch +# ============================================================================= +# Copyright (c) 2020 NVIDIA. 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 law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# ============================================================================= + +from .load_backend import backend + +# Load backend specific classes, functions etc. +if backend() == 'pytorch': + from .torch_backend import save, load, get_state_dict, set_state_dict + from . import pytorch diff --git a/nemo/backends/load_backend.py b/nemo/backends/load_backend.py new file mode 100644 index 000000000000..8b1c2db802af --- /dev/null +++ b/nemo/backends/load_backend.py @@ -0,0 +1,26 @@ +# ============================================================================= +# Copyright (c) 2020 NVIDIA. 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 law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# ============================================================================= + +# Set the default backend to PyTorch. +_BACKEND = 'pytorch' + + +def backend() -> str: + """ + Returns: + Name of the currently used backend. + """ + return _BACKEND diff --git a/nemo/backends/torch_backend.py b/nemo/backends/torch_backend.py new file mode 100644 index 000000000000..cbc1730a2275 --- /dev/null +++ b/nemo/backends/torch_backend.py @@ -0,0 +1,71 @@ +# ============================================================================= +# Copyright (c) 2020 NVIDIA. 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 law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# ============================================================================= + +from os.path import expanduser +from typing import Any, Dict + +import torch + + +def save(checkpoint: Dict[str, Any], filename: str) -> None: + """ + A proxy function that saves the checkpoint to a given file. + + Args: + checkpoint: Checkpoint to be stored. + filename: Name of the file containing checkpoint. + """ + # Get the absolute path and save. + abs_filename = expanduser(filename) + torch.save(checkpoint, abs_filename) + + +def load(filename: str) -> Dict[str, Any]: + """ + A proxy function that loads checkpoint from a given file. + + Args: + filename: Name of the file containing checkpoint. + Returns: + Loaded checkpoint. + """ + # Get the absolute path and save. + abs_filename = expanduser(filename) + # Use map location to be able to load CUDA-trained modules on CPU. + return torch.load(abs_filename, map_location=lambda storage, loc: storage) + + +def get_state_dict(model: torch.nn.Module) -> Dict[str, Any]: + """ + A proxy function that gets the state dictionary. + + Args: + model: Torch model. + Returns: + State dictionary containing model weights. + """ + return model.state_dict() + + +def set_state_dict(model: torch.nn.Module, state_dict: Dict[str, Any]) -> None: + """ + A proxy function that sets the state dictionary. + + Args: + model: Torch model. + state_dict: State dictionary containing model weights. + """ + model.load_state_dict(state_dict) diff --git a/nemo/core/neural_graph.py b/nemo/core/neural_graph.py index 7df04db6c34d..917af83b117c 100644 --- a/nemo/core/neural_graph.py +++ b/nemo/core/neural_graph.py @@ -26,6 +26,7 @@ from ruamel.yaml import YAML +from nemo.backends import get_state_dict, load, save, set_state_dict from nemo.core import OperationMode from nemo.core.neural_interface import NeuralInterface from nemo.core.neural_modules import ModuleType, NeuralModule @@ -46,12 +47,12 @@ class NeuralGraph(NeuralInterface): def __init__(self, operation_mode: OperationMode = OperationMode.both, name: Optional[str] = None): """ - Constructor. Initializes graph variables. + Constructor. Initializes graph variables. - Args: - operation_mode: Graph operation mode, that will be propagated along modules during graph creation. - [training | eval | both] (DEFAULT: both) - name: Name of the graph (optional) + Args: + operation_mode: Graph operation mode, that will be propagated along modules during graph creation. + [training | eval | both] (DEFAULT: both) + name: Name of the graph (optional) """ # Initialize the inferface. super().__init__() @@ -84,12 +85,11 @@ def __init__(self, operation_mode: OperationMode = OperationMode.both, name: Opt def __call__(self, **kwargs): """ - This method "nests" one existing neural graph into another one. - Also checks if all inputs were provided and properly connects them. - - Args: - kwargs: keyword arguments containing dictionary of (input_port_name, port_content). + This method "nests" one existing neural graph into another one. + Also checks if all inputs were provided and properly connects them. + Args: + kwargs: keyword arguments containing dictionary of (input_port_name, port_content). """ # Test operation modes of the nested graphs. outer_mode = self._app_state.active_graph.operation_mode @@ -121,11 +121,11 @@ def __call__(self, **kwargs): def __nest(self, inner_graph: 'NeuralGraph', inner_graph_args): """ - Method nests (copies) a graph: modules, steps, topology (tensors). + Method nests (copies) a graph: modules, steps, topology (tensors). - Args: - inner_graph: Graph to be copied (will be "nested" in this (self) graph). - inner_graph_args: inputs passed to the graph call. + Args: + inner_graph: Graph to be copied (will be "nested" in this (self) graph). + inner_graph_args: inputs passed to the graph call. """ # Remember the number of "already present steps". step_bump = len(self.steps) @@ -248,13 +248,13 @@ def __nest(self, inner_graph: 'NeuralGraph', inner_graph_args): def record_step(self, module: NeuralModule): """ - Records the operation (module plus passed inputs) on a list. + Records the operation (the module to be executed) on a list. - Args: - module: Neural modules added to a given graph. + Args: + module: Neural modules added to a given graph. - Returns: - Step number. + Returns: + Step number. """ # The solution allows loops in the graph. # This also means that module with that name can already be present in the graph. @@ -277,17 +277,17 @@ def record_step(self, module: NeuralModule): @property def step_number(self) -> int: """ - Returns: - The current step number. + Returns: + The current step number. """ return len(self._steps) - 1 def bind_outputs(self, tensors_list: Union[NmTensor, List[NmTensor]]): """ - Binds the output tensors. + Binds the output tensors. - Args: - tensors_list: A single tensor OR a List of tensors to be bound. + Args: + tensors_list: A single tensor OR a List of tensors to be bound. """ # Handle both single port and lists of ports to be bound. if type(tensors_list) is not list: @@ -311,48 +311,46 @@ def bind_outputs(self, tensors_list: Union[NmTensor, List[NmTensor]]): @property def inputs(self) -> GraphInputs: """ - Returns graph inputs. - Returns: - A graph input. + Graph input. """ return self._inputs @property def input_ports(self) -> Dict[str, NeuralType]: """ - Returns definitions of graph input ports (dict of Neural Types). + Returns definitions of graph input ports (dict of Neural Types). .. note:: This method actually returns an immutable dictionary with port types (like Neural Modules). In order to get access to actual graph inputs please call the inputs() method. Returns: - A graph input ports definitions. + Graph input ports definitions. """ return self._inputs.definitions @property def outputs(self) -> GraphOutputs: """ - Returns graph outputs. + Returns graph outputs. Returns: - A graph outputs. + Graph outputs. """ return self._outputs @property def output_ports(self) -> Dict[str, NeuralType]: """ - Returns definitions of module output ports (dict of Neural Types). + Returns definitions of module output ports (dict of Neural Types). .. note:: This method actually returns an immutable dictionary with port types (like Neural Modules). In order to get access to actual graph outpus please call the outputs() method. Returns: - A graph output ports definitions. + Graph output ports definitions. """ return self._outputs.definitions @@ -360,10 +358,8 @@ def output_ports(self) -> Dict[str, NeuralType]: @property def output_tensors(self) -> Dict[str, NmTensor]: """ - Returns graph output tensors. - Returns: - A graph output tensors. + Fraph output tensors. """ return self._outputs.tensors @@ -387,35 +383,36 @@ def __getitem__(self, key) -> NeuralModule: def __len__(self) -> int: """ - Returns: - The number of modules (vertices) in a given graph. + Returns: + The number of modules (vertices) in a given graph. """ return len(self._modules) @property def steps(self) -> Dict[int, str]: - """ Returns steps. """ + """ + Returns: + Dictionary [steps_number, module_name] + """ return self._steps @property def tensors(self): """ - Property returning a (double) dictionary of all output tensors. + Property returning a (double) dictionary of all output tensors. - Returns: - Dictionary of tensors in the format [module_name][output_port_name]. - + Returns: + Dictionary of tensors in the format [module_name][output_port_name]. """ return self._all_tensors @property def tensor_list(self) -> List[NmTensor]: """ - Property returning output tensors by extracting them on the fly from the bound outputs. - - Returns: - List of tensors. - + Property returning output tensors by extracting them on the fly from the bound outputs. + + Returns: + List of tensors. """ tensor_list = [] # Get tensors by acessing the producer-ports. @@ -429,45 +426,45 @@ def tensor_list(self) -> List[NmTensor]: @property def operation_mode(self) -> OperationMode: """ - Returns: - Operation mode. + Returns: + Operation mode. """ return self._operation_mode def __enter__(self) -> 'NeuralGraph': """ - Activates this graph. - - Returns: - The graph object. + Activates this graph. + + Returns: + The graph object. """ self._app_state.active_graph = self return self def __exit__(self, exc_type, exc_value, exc_traceback): """ - Deactivates the current graph. + Deactivates the current graph. """ self._app_state.active_graph = None def activate(self): """ - Activates this graph. + Activates this graph. """ self._app_state.active_graph = self def deactivate(self): """ - Deactivates the current graph. + Deactivates the current graph. """ self._app_state.active_graph = None def export_to_config(self, config_file: str): """ - Exports the neural graph to a file. - - Args: - config_file: Name (and path) of the config file (YML) to be written to. + Exports the neural graph to a file. + + Args: + config_file: Name (and path) of the config file (YML) to be written to. """ # Greate an absolute path. abs_path_file = path.expanduser(config_file) @@ -484,10 +481,11 @@ def export_to_config(self, config_file: str): ) def serialize(self) -> Dict[str, Any]: - """ Method serializes the whole graph. + """ + Method serializes the whole graph. - Returns: - Dictionary containing description of the whole graph. + Returns: + Dictionary containing description of the whole graph. """ # Create a dictionary representing the serialized object. serialized_graph = {} @@ -514,10 +512,11 @@ def serialize(self) -> Dict[str, Any]: return serialized_graph def __serialize_header(self) -> Dict[str, Any]: - """ Private method responsible for serializing the graph header. + """ + Private method responsible for serializing the graph header. - Returns: - Dictionary containing description of the whole graph. + Returns: + Dictionary containing description of the whole graph. """ # Generate full_spec of the class. full_spec = str(self.__module__) + "." + str(self.__class__.__qualname__) @@ -533,10 +532,11 @@ def __serialize_header(self) -> Dict[str, Any]: return header def __serialize_modules(self) -> Dict[str, Any]: - """ Private method responsible for serializing the modules present in the graph. + """ + Private method responsible for serializing the modules present in the graph. - Returns: - Dictionary containing description of all graph modules. + Returns: + Dictionary containing description of all graph modules. """ serialized_modules = {} for name, module in self._modules.items(): @@ -544,10 +544,11 @@ def __serialize_modules(self) -> Dict[str, Any]: return serialized_modules def __serialize_steps(self): - """ Private method responsible for serializing the steps (order of module executions). + """ + Private method responsible for serializing the steps (order of module executions). - Returns: - Dictionary containing description of the steps. + Returns: + Dictionary containing description of the steps. """ serialized_steps = {} for no, module_name in self._steps.items(): @@ -555,10 +556,11 @@ def __serialize_steps(self): return serialized_steps def __serialize_connections(self) -> Dict[str, Any]: - """ Private method responsible for serializing the connections in the graph. + """ + Private method responsible for serializing the connections in the graph. - Returns: - List containing "connections" between modules. + Returns: + List containing "connections" between modules. """ serialized_connections = [] # Iterate through "tensor modules". @@ -583,22 +585,18 @@ def import_from_config( name: Optional[str] = None, ) -> 'NeuralGraph': """ - Class method importing the neural graph from the configuration file. - Raises an ImportError exception when config file is invalid. - - Args: - config_file: path (absolute or relative) and name of the config file (YML) - - reuse_existing_modules: If the modules with (name, type, init_params) are already created, import will - connect to them instead of creating new instances. - - overwrite_params: Dictionary containing parameters that will be added to or overwrite (!) the default - parameters loaded from the configuration file - - name: Name of the new graph (optional, DEFAULT: NONE) - - Returns: - Instance of the created NeuralGraph object. + Class method importing the neural graph from the configuration file. + Raises an ImportError exception when config file is invalid. + + Args: + config_file: path (absolute or relative) and name of the config file (YML) + reuse_existing_modules: If the modules with (name, type, init_params) are already created, import will + connect to them instead of creating new instances. + overwrite_params: Dictionary containing parameters that will be added to or overwrite (!) the default + parameters loaded from the configuration file + name: Name of the new graph (optional, DEFAULT: NONE) + Returns: + Instance of the created NeuralGraph object. """ logging.info("Loading configuration of a new Neural Graph from the `{}` file".format(config_file)) @@ -615,15 +613,14 @@ def import_from_config( @classmethod def __validate_config_file(cls, config_file: str): """ - Class method validating whether the config file has a proper content (sections, specification etc.). - Raises an ImportError exception when config file is invalid or - incompatible (when called from a particular class). + Class method validating whether the config file has a proper content (sections, specification etc.). + Raises an ImportError exception when config file is invalid or + incompatible (when called from a particular class). - Args: - config_file: path (absolute or relative) and name of the config file (YML) - - Returns: - A loaded configuration file (dictionary). + Args: + config_file: path (absolute or relative) and name of the config file (YML) + Returns: + A loaded configuration file (dictionary). """ # Greate an absolute path. abs_path_file = path.expanduser(config_file) @@ -658,16 +655,14 @@ def deserialize( cls, configuration: Dict[str, Any], reuse_existing_modules: bool = False, name: Optional[str] = None ) -> 'NeuralGraph': """ - Class method creating a graph instance by deserializing the provided configuratino. + Class method creating a graph instance by deserializing the provided configuratino. - Args: - configuration: Dictionary containing serialized graph. - - reuse_existing_modules: If the modules with (name, type, init_params) are already created, import will - connect to them instead of creating new instances. - - Returns: - Instance of the created NeuralGraph object. + Args: + configuration: Dictionary containing serialized graph. + reuse_existing_modules: If the modules with (name, type, init_params) are already created, import will + connect to them instead of creating new instances. + Returns: + Instance of the created NeuralGraph object. """ # Deserialize header and get object class. operation_mode = cls.__deserialize_header(configuration["header"]) @@ -702,13 +697,13 @@ def deserialize( @classmethod def __deserialize_header(cls, serialized_header: Dict[str, Any]): - """ Private class method deserializing the header and extracts the general information. - - Args: - serialized_header: Dictionary containing graph header. - - Returns: - Operation mode. + """ + Private class method deserializing the header and extracts the general information. + + Args: + serialized_header: Dictionary containing graph header. + Returns: + Operation mode. """ # Parse the "full specification" - do not need that now. # spec_list = serialized_header["full_spec"].split(".") @@ -725,17 +720,18 @@ def __deserialize_header(cls, serialized_header: Dict[str, Any]): return operation_mode def __deserialize_modules(self, serialized_modules: Dict[str, Any], reuse_existing_modules: bool): - """ Private method deserializing the modules present in the graph. + """ + Private method deserializing the modules present in the graph. - Args: - serialized_modules: Dictionary containing graph modules. - reuse_existing_modules: If True, won create a new module when a module with a given name exists. + Args: + serialized_modules: Dictionary containing graph modules. + reuse_existing_modules: If True, won create a new module when a module with a given name exists. - Returns: - Dictionary of modules. + Returns: + Dictionary of modules. - Raises: - KeyError: A module with name already exists (if reuse_existing_modules is set to False). + Raises: + KeyError: A module with name already exists (if reuse_existing_modules is set to False). """ modules = {} for name, module_params in serialized_modules.items(): @@ -753,13 +749,13 @@ def __deserialize_modules(self, serialized_modules: Dict[str, Any], reuse_existi return modules def __deserialize_steps(self, serialized_steps: Dict[str, Any]): - """ Private method deserializing the steps (order of module executions). - - Args: - serialized_steps: Dictionary containing serialized steps. + """ + Private method deserializing the steps (order of module executions). - Returns: - Odered dict with steps. + Args: + serialized_steps: Dictionary containing serialized steps. + Returns: + Odered dict with steps. """ steps = OrderedDict() for i in range(len(serialized_steps)): @@ -768,14 +764,14 @@ def __deserialize_steps(self, serialized_steps: Dict[str, Any]): return steps def __deserialize_connections(self, serialized_connections: Dict[str, Any], modules: Dict[str, NeuralModule]): - """ Private method deserializing the connections in the graph. - - Args: - serialized_steps: Dictionary containing serialized connections. - modules: List of modules. + """ + Private method deserializing the connections in the graph. - Returns: - List of connections, in a format enabling graph traversing. + Args: + serialized_steps: Dictionary containing serialized connections. + modules: List of modules. + Returns: + List of connections, in a format enabling graph traversing. """ connections = [] # Deserialize connections one by one. @@ -798,15 +794,15 @@ def __deserialize_connections(self, serialized_connections: Dict[str, Any], modu return connections def __execute_and_create_tensors(self, steps, modules, connections, inputs): - """ Method creates (internal) tensors of the graph by executing it following the order and using - the provided connections and inputs. - - Args: - steps: List of steps to be executed. - modules: List of modules. - connections: List of connections. - inputs: List of "bound inputs" - + """ + Method creates (internal) tensors of the graph by executing it following the order and using + the provided connections and inputs. + + Args: + steps: List of steps to be executed. + modules: List of modules. + connections: List of connections. + inputs: List of "bound inputs" """ # Activate this graph, so all the tensors will be added to this ! self.activate() @@ -874,8 +870,8 @@ def __execute_and_create_tensors(self, steps, modules, connections, inputs): def summary(self) -> str: """ - Returns: - A nice, full graph summary. + Returns: + A nice, full graph summary. """ # Line "decorator". desc = "\n" + 120 * '=' + "\n" @@ -923,15 +919,17 @@ def summary(self) -> str: def freeze(self, module_names: Optional[List[str]] = None): """ - A method that freezes the weights of the trainable modules in a graph. - Args: - module_names: List of modules to be frozen (Optional). If passed, all modules will be unfrozen. - Raises: - KeyError: If name of the module won't be recognized. + A method that freezes the weights of the trainable modules in a graph. + + Args: + module_names: List of modules to be frozen (Optional). If passed, all modules will be unfrozen. + Raises: + KeyError: If name of the module won't be recognized. """ + # Work on all modules. if module_names is None: - # Work on all modules. module_names = self._modules.keys() + # Iterate through modules one by one. for name in module_names: if name not in self._modules.keys(): @@ -939,20 +937,24 @@ def freeze(self, module_names: Optional[List[str]] = None): # Check module type. module = self._modules[name] if module.type == ModuleType.trainable: - # Freeze weights of the module + # Freeze weights of the module. module.freeze() + else: + logging.debug("Module `{}` is not trainable so cannot be frozen".format(name)) def unfreeze(self, module_names: Optional[List[str]] = None): """ - Unfreezes weights of the trainable modules in a graph. - Args: - module_names: List of modules to be unfrozen (Optional). If not passed, all modules will be unfrozen. - Raises: - KeyError: If name of the module won't be recognized. + Unfreezes weights of the trainable modules in a graph. + + Args: + module_names: List of modules to be unfrozen (Optional). If not passed, all modules will be unfrozen. + Raises: + KeyError: If name of the module won't be recognized. """ + # Work on all modules. if module_names is None: - # Work on all modules. module_names = self._modules.keys() + # Iterate through modules one by one. for name in module_names: if name not in self._modules.keys(): @@ -962,3 +964,81 @@ def unfreeze(self, module_names: Optional[List[str]] = None): if module.type == ModuleType.trainable: # Unfreeze weights of the module. module.unfreeze() + else: + logging.debug("Module `{}` is not trainable so cannot be unfrozen".format(name)) + + def save_to(self, filename: str, module_names: Optional[List[str]] = None): + """ + Saves the state of trainable modules in the graph to a checkpoint file. + + Args: + filename (string): Name of the file where the checkpoint will be saved. + module_names: List of modules to be frozen (Optional). If passed, all modules will be saved. + Raises: + KeyError: If name of the module won't be recognized. + """ + # Work on all modules. + if module_names is None: + module_names = self._modules.keys() + + # Prepare the "graph checkpoint". + chkpt = {"header": {"nemo_core_version": nemo_version, "name": self.name}, "modules": {}} + + log_str = '' + # Iterate through the modules one by one. + for name in module_names: + if name not in self._modules.keys(): + raise KeyError("Module `{}` not present in the `{}` graph".format(name, self.name)) + # Check module type. + module = self._modules[name] + if module.type == ModuleType.trainable: + # Get module state_dict(). + chkpt["modules"][name] = get_state_dict(module) + log_str += " * Module '{}' ({}) params saved \n".format(module.name, type(module).__name__) + else: + logging.debug("Module `{}` is not trainable so cannot be saved".format(name)) + + # Save checkpoint. + save(chkpt, filename) + log_str = "Saved the '{}' graph to a checkpoint `{}`:\n".format(self.name, filename) + log_str + logging.info(log_str) + + def restore_from(self, filename: str, module_names: Optional[List[str]] = None): + """ + Restores the state of trainable modules in the graph from a checkpoint file. + + Args: + filename (string): Name of the checkpoint to be restored from. + module_names: List of modules to be frozen (Optional). If passed, all modules will be restored. + Raises: + KeyError: If name of the module won't be recognized. + """ + # Work on all modules. + if module_names is None: + module_names = self._modules.keys() + + # Load the checkpoint. + chkpt = load(filename) + + log_str = "Loading modules constituting the '{}' graph from the `{}` checkpoint :\n".format( + chkpt["header"]["name"], filename + ) + + warning = False + # Iterate through the modules one by one. + for name in module_names: + try: + # Get module. + module = self._modules[name] + # Restore module weights + set_state_dict(module, chkpt["modules"][name]) + log_str += " * Module '{}' ({}) params loaded\n".format(module.name, type(module).__name__) + except KeyError: + log_str += " ! Module '{}' params not found in checkpoint\n".format(name) + warning = True + + # Log results. + if warning: + logging.warning(log_str) + else: + logging.info(log_str) diff --git a/nemo/core/neural_modules.py b/nemo/core/neural_modules.py index 23bad2e35a31..9094f3621eed 100644 --- a/nemo/core/neural_modules.py +++ b/nemo/core/neural_modules.py @@ -62,7 +62,7 @@ class WeightShareTransform(Enum): class NeuralModule(NeuralInterface): """ - Abstract class that every Neural Module must inherit from. + Abstract class that every Neural Module must inherit from. """ def __init__(self, name=None): @@ -97,20 +97,20 @@ def __init__(self, name=None): @property def init_params(self) -> Dict[str, Any]: """ - Property returning parameters used to instantiate the module. + Property returning parameters used to instantiate the module. - Returns: - Dictionary containing parameters used to instantiate the module. + Returns: + Dictionary containing parameters used to instantiate the module. """ return self._init_params def __extract_init_params(self) -> Dict[str, Any]: """ - Retrieves the dictionary of of parameters (keys, values) passed to constructor of a class derived - (also indirectly) from the Neural Module class. + Retrieves the dictionary of of parameters (keys, values) passed to constructor of a class derived + (also indirectly) from the Neural Module class. - Returns: - Dictionary containing parameters passed to init(). + Returns: + Dictionary containing parameters passed to init(). """ # Get names of arguments of the original module init method. init_keys = getfullargspec(type(self).__init__).args @@ -153,14 +153,13 @@ def __extract_init_params(self) -> Dict[str, Any]: def __validate_params(self, params: Dict[str, Any]) -> bool: """ - Checks whether dictionary contains parameters being primitive types (string, int, float etc.) - or (lists of)+ primitive types. - - Args: - params: dictionary of parameters. + Checks whether dictionary contains parameters being primitive types (string, int, float etc.) + or (lists of)+ primitive types. - Returns: - True if all parameters were ok, False otherwise. + Args: + params: dictionary of parameters. + Returns: + True if all parameters were ok, False otherwise. """ ok = True @@ -179,13 +178,12 @@ def __validate_params(self, params: Dict[str, Any]) -> bool: def __is_of_allowed_type(self, var) -> bool: """ - A recursive function that checks if a given variable is of allowed type. + A recursive function that checks if a given variable is of allowed type. - Args: - pretrained_model_name (str): name of pretrained model to use in order. - - Returns: - True if all parameters were ok, False otherwise. + Args: + pretrained_model_name (str): name of pretrained model to use in order. + Returns: + True if all parameters were ok, False otherwise. """ # Special case: None is also allowed. if var is None: @@ -213,13 +211,12 @@ def __is_of_allowed_type(self, var) -> bool: def export_to_config(self, config_file: str): """ - A function that exports module "configuration" (i.e. init parameters) to a YAML file. + A function that exports module "configuration" (i.e. init parameters) to a YAML file. - Args: - config_file: path (absolute or relative) and name of the config file (YML) - - Raises: - ValueError: An error occurred and parameters coudn't be exported. + Args: + config_file: path (absolute or relative) and name of the config file (YML) + Raises: + ValueError: An error occurred and parameters coudn't be exported. """ # Greate an absolute path. abs_path_file = path.expanduser(config_file) @@ -236,10 +233,11 @@ def export_to_config(self, config_file: str): ) def serialize(self) -> Dict[str, Any]: - """ A method serializing the whole Neural module (into a dictionary). - - Returns: - Dictionary containing a "serialized" module. + """ + A method serializing the whole Neural module (into a dictionary). + + Returns: + Dictionary containing a "serialized" module. """ # Create a dictionary representing the serialized object. serialized_module = {} @@ -254,10 +252,11 @@ def serialize(self) -> Dict[str, Any]: return serialized_module def __serialize_header(self) -> Dict[str, Any]: - """ A protected method that creates a header stored later in the configuration file. + """ + A protected method that creates a header stored later in the configuration file. - Returns: - Dictionary containing a header with module specification. + Returns: + Dictionary containing a header with module specification. """ # Get module "full specification". @@ -302,14 +301,15 @@ def __serialize_header(self) -> Dict[str, Any]: def _serialize_configuration(self) -> Dict[str, Any]: """ - A function that serializes the module "configuration (i.e. init parameters) to a dictionary. - Raises a ValueError exception in case then parameters coudn't be exported. + A function that serializes the module "configuration (i.e. init parameters) to a dictionary. - ..note: - Thus functions should be overloaded when writing a custom module import/export. + ..note: + Thus functions should be overloaded when writing a custom module import/export. - Returns: - A "serialized" dictionary with module configuration. + Returns: + A "serialized" dictionary with module configuration. + Raises: + A ValueError exception in case then parameters coudn't be exported. """ # Check if generic export will work. if not self.__validate_params(self._init_params): @@ -326,22 +326,18 @@ def import_from_config( cls, config_file: str, section_name: str = None, name: str = None, overwrite_params: Dict = {} ) -> 'NeuralModule': """ - Class method importing the configuration file. - Raises an ImportError exception when config file is invalid or - incompatible (when called from a particular class). - - Args: - config_file: path (absolute or relative) and name of the config file (YML) - - section_name: section in the configuration file storing module configuration (optional, DEFAULT: None) - - name: name of the module that will overwrite the name in the `init_params` (optional, DEFAULT: None) + Class method importing the configuration file. + Raises an ImportError exception when config file is invalid or + incompatible (when called from a particular class). - overwrite_params: Dictionary containing parameters that will be added to or overwrite (!) - the default init parameters loaded from the configuration file (the module "init_params" section). - - Returns: - Instance of the created NeuralModule object. + Args: + config_file: path (absolute or relative) and name of the config file (YML) + section_name: section in the configuration file storing module configuration (optional, DEFAULT: None) + name: name of the module that will overwrite the name in the `init_params` (optional, DEFAULT: None) + overwrite_params: Dictionary containing parameters that will be added to or overwrite (!) + the default init parameters loaded from the configuration file (the module "init_params" section). + Returns: + Instance of the created NeuralModule object. """ logging.info("Loading configuration of a new Neural Module from the `{}` file".format(config_file)) @@ -357,17 +353,15 @@ def import_from_config( @classmethod def __validate_config_file(cls, config_file: str, section_name: str = None) -> Dict[str, Any]: """ - Class method validating whether the config file has a proper content (sections, specification etc.). - Raises an ImportError exception when config file is invalid or - incompatible (when called from a particular class). - - Args: - config_file: path (absolute or relative) and name of the config file (YML) - - section_name: section in the configuration file storing module configuration (optional, DEFAULT: None) + Class method validating whether the config file has a proper content (sections, specification etc.). + Raises an ImportError exception when config file is invalid or + incompatible (when called from a particular class). - Returns: - A loaded configuration file (dictionary). + Args: + config_file: path (absolute or relative) and name of the config file (YML) + section_name: section in the configuration file storing module configuration (optional, DEFAULT: None) + Returns: + A loaded configuration file (dictionary). """ # Greate an absolute path. abs_path_file = path.expanduser(config_file) @@ -410,21 +404,21 @@ def __validate_config_file(cls, config_file: str, section_name: str = None) -> D @classmethod def deserialize( - cls, configuration: str, name: str = None, overwrite_params: Dict[str, Any] = {} + cls, configuration: Dict[str, Any], name: str = None, overwrite_params: Dict[str, Any] = {} ) -> 'NeuralModule': """ - Class method instantianting the neural module object based on the configuration (dictionary). + Class method instantianting the neural module object based on the configuration (dictionary). - Args: - configuration: Dictionary containing proper "header" and "init_params" sections. + Args: + configuration: Dictionary containing proper "header" and "init_params" sections. - name: name of the module that will overwrite the name in the `init_params` (optional, DEFAULT: None) + name: name of the module that will overwrite the name in the `init_params` (optional, DEFAULT: None) - overwrite_params: Dictionary containing parameters that will be added to or overwrite (!) - the default init parameters loaded from the configuration file (the module "init_params" section). + overwrite_params: Dictionary containing parameters that will be added to or overwrite (!) + the default init parameters loaded from the configuration file (the module "init_params" section). - Returns: - Instance of the created NeuralModule object. + Returns: + Instance of the created NeuralModule object. """ # Deserialize header - get object class. module_class = cls.__deserialize_header(configuration["header"]) @@ -454,13 +448,13 @@ def deserialize( @classmethod def __deserialize_header(cls, serialized_header: Dict[str, Any]): - """ Method deserializes the header and extracts the module class. - - Args: - serialized_header: Dictionary containing module header. + """ + Method deserializes the header and extracts the module class. - Returns: - Class of the module to be created. + Args: + serialized_header: Dictionary containing module header. + Returns: + Class of the module to be created. """ # Parse the "full specification". spec_list = serialized_header["full_spec"].split(".") @@ -476,16 +470,15 @@ def __deserialize_header(cls, serialized_header: Dict[str, Any]): @classmethod def _deserialize_configuration(cls, serialized_init_params: Dict[str, Any]): """ - A function that deserializes the module "configuration (i.e. init parameters). + A function that deserializes the module "configuration (i.e. init parameters). - ..note: - Thus functions should be overloaded when writing a custom module import/export. + ..note: + Thus functions should be overloaded when writing a custom module import/export. - Args: - serialized_init_params: List of init parameters loaded from the file. - - Returns: - A "deserialized" list with init parameters. + Args: + serialized_init_params: List of init parameters loaded from the file. + Returns: + A "deserialized" list with init parameters. """ # In this case configuration = init parameters. return serialized_init_params @@ -493,19 +486,21 @@ def _deserialize_configuration(cls, serialized_init_params: Dict[str, Any]): @property @abstractmethod def input_ports(self) -> Dict[str, NeuralType]: - """Returns definitions of module input ports + """ + Returns definitions of module input ports Returns: - A (dict) of module's input ports names to NeuralTypes mapping + A dictionary containing module's input ports (names, NeuralTypes) mapping. """ @property @abstractmethod def output_ports(self) -> Dict[str, NeuralType]: - """Returns definitions of module output ports + """ + Returns definitions of module output ports Returns: - A (dict) of module's output ports names to NeuralTypes mapping + A dictionary containing module's output ports (names, NeuralTypes) mapping. """ @property @@ -528,7 +523,6 @@ def _disabled_deployment_output_ports(self) -> Set[str]: def _prepare_for_deployment(self) -> None: """Patch the module if required to prepare for deployment - """ return diff --git a/tests/unit/core/neural_graph/test_neural_graphs.py b/tests/unit/core/neural_graph/test_neural_graphs.py index 982f42afe0b0..96fac0f620c9 100644 --- a/tests/unit/core/neural_graph/test_neural_graphs.py +++ b/tests/unit/core/neural_graph/test_neural_graphs.py @@ -19,7 +19,9 @@ import pytest +from numpy import array_equal +from nemo.backends import get_state_dict from nemo.backends.pytorch.tutorials import MSELoss, RealFunctionDataLayer, TaylorNet from nemo.core import NeuralGraph from nemo.core.neural_types import NeuralTypeComparisonResult @@ -83,18 +85,35 @@ def test_explicit_graph_manual_activation(self): assert len(g0) == 2 @pytest.mark.unit - def test_default_output_ports(self): - """ Tests automatic binding of default output ports. """ + def test_graph_save_load(self, tmpdir): + """ + Tests graph saving and loading. + + Args: + tmpdir: Fixture which will provide a temporary directory. + """ + dl = RealFunctionDataLayer(n=10, batch_size=1) - m2 = TaylorNet(dim=4) - loss = MSELoss() + tn = TaylorNet(dim=4) + # Get the "original" weights. + weights1 = get_state_dict(tn) + # Create a simple graph. with NeuralGraph() as g1: x, t = dl() - p = m2(x=x) + p = tn(x=x) + + # Generate filename in the temporary directory. + tmp_file_name = str(tmpdir.join("tgsl_g1.chkpt")) + # Save graph. + g1.save_to(tmp_file_name) + + # Load graph. + g1.restore_from(tmp_file_name) + + # Get the "restored" weights. + weights2 = get_state_dict(tn) - # Tests output ports. - assert len(g1.output_ports) == 3 - assert g1.output_ports["x"].compare(x) == NeuralTypeComparisonResult.SAME - assert g1.output_ports["y"].compare(t) == NeuralTypeComparisonResult.SAME - assert g1.output_ports["y_pred"].compare(p) == NeuralTypeComparisonResult.SAME + # Compare state dicts. + for key in weights1: + assert array_equal(weights1[key].cpu().numpy(), weights2[key].cpu().numpy()) diff --git a/tests/unit/test_torch_backend.py b/tests/unit/test_torch_backend.py new file mode 100644 index 000000000000..f8ba63cf86b7 --- /dev/null +++ b/tests/unit/test_torch_backend.py @@ -0,0 +1,71 @@ +# ! /usr/bin/python +# -*- coding: utf-8 -*- + +# ============================================================================= +# Copyright (c) 2020, 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 applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# ============================================================================= + +import pytest +from numpy import array_equal + +from nemo.backends import get_state_dict, load, save, set_state_dict +from nemo.backends.pytorch.tutorials import TaylorNet + + +@pytest.mark.usefixtures("neural_factory") +class TestTorchBackend: + @pytest.mark.unit + def test_state_dict(self): + """ + Tests whether the get/set_state_dict proxy functions work properly. + """ + # Module. + fx = TaylorNet(dim=4) + + # Get state dict. + state_dict1 = get_state_dict(fx) + + # Set state dict. + set_state_dict(fx, state_dict1) + + # Compare state dicts. + state_dict2 = get_state_dict(fx) + for key in state_dict1.keys(): + assert array_equal(state_dict1[key].cpu().numpy(), state_dict2[key].cpu().numpy()) + + @pytest.mark.unit + def test_save_load(self, tmpdir): + """ + Tests whether the save and load proxy functions work properly. + + Args: + tmpdir: Fixture which will provide a temporary directory. + """ + # Module. + fx = TaylorNet(dim=4) + + # Generate filename in the temporary directory. + tmp_file_name = str(tmpdir.join("tsl_taylornet.chkpt")) + + # Save. + weights = get_state_dict(fx) + save(weights, tmp_file_name) + + # Load. + loaded_weights = load(tmp_file_name) + + # Compare state dicts. + for key in weights: + assert array_equal(weights[key].cpu().numpy(), loaded_weights[key].cpu().numpy()) From d650b8501c4daeec631a3aa252597ab7e7154b1c Mon Sep 17 00:00:00 2001 From: jbalam-nv <4916480+jbalam-nv@users.noreply.github.com> Date: Wed, 13 May 2020 16:05:11 -0700 Subject: [PATCH 11/13] Style fix Signed-off-by: jbalam-nv <4916480+jbalam-nv@users.noreply.github.com> --- scripts/convert_wav_to_g711wav.py | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/scripts/convert_wav_to_g711wav.py b/scripts/convert_wav_to_g711wav.py index d50ea125974a..08d92f33f816 100644 --- a/scripts/convert_wav_to_g711wav.py +++ b/scripts/convert_wav_to_g711wav.py @@ -25,6 +25,7 @@ ) args = parser.parse_args() + def __convert_audio(in_path, out_path): """ Helper function that's called per thread, converts wav to G.711 wav. @@ -32,9 +33,10 @@ def __convert_audio(in_path, out_path): in_path: source wav file to convert out_path: destination for G.711 wav file """ - cmd = ["sox", in_path, "-r", "8000", "-c", "1", "-e", "u-law",out_path] + cmd = ["sox", in_path, "-r", "8000", "-c", "1", "-e", "u-law", out_path] subprocess.run(cmd) + def __process_set(data_dir, dst_root): """ Finds and converts all wav audio files in the given directory to pcm_mulaw. @@ -64,15 +66,16 @@ def __process_set(data_dir, dst_root): tp.shutdown() pbar.close() + def main(): data_dir = args.data_dir dest_dir = args.dest_dir logging.info("\n\nConverting audio in {}", data_dir) __process_set( - os.path.join(data_dir, "*.wav",), - os.path.join(dest_dir), + os.path.join(data_dir, "*.wav",), os.path.join(dest_dir), ) + if __name__ == '__main__': main() From 8aceffe39b4b92c76606edbe0aa3cc2c36c13f4c Mon Sep 17 00:00:00 2001 From: jbalam-nv <4916480+jbalam-nv@users.noreply.github.com> Date: Wed, 13 May 2020 16:36:46 -0700 Subject: [PATCH 12/13] Fixed some sphinx warnings causing build failures Signed-off-by: jbalam-nv <4916480+jbalam-nv@users.noreply.github.com> --- docs/sources/source/asr/8kHz_models.rst | 2 +- docs/sources/source/asr/quartznet.rst | 4 +++- docs/sources/source/speech_command/quartznet.rst | 2 -- 3 files changed, 4 insertions(+), 4 deletions(-) diff --git a/docs/sources/source/asr/8kHz_models.rst b/docs/sources/source/asr/8kHz_models.rst index 832e87f53f89..44edb844cc3a 100644 --- a/docs/sources/source/asr/8kHz_models.rst +++ b/docs/sources/source/asr/8kHz_models.rst @@ -29,7 +29,7 @@ The model was first pretrained with 8 kHz LibriSpeech data for 134 epochs and th in your application, you may choose to :ref:`fine-tune ` this model using data collected from your application. .. -The pre-trained model is available for download `here `_. + The pre-trained model is available for download `here `_. References ---------- diff --git a/docs/sources/source/asr/quartznet.rst b/docs/sources/source/asr/quartznet.rst index d50abfc64764..58e38ad1cc44 100644 --- a/docs/sources/source/asr/quartznet.rst +++ b/docs/sources/source/asr/quartznet.rst @@ -1,4 +1,5 @@ .. _Quartznet_model: + QuartzNet --------- @@ -28,4 +29,5 @@ References .. bibliography:: asr_all.bib :style: plain :labelprefix: QTZ-MODELS - :keyprefix: qtz-models- \ No newline at end of file + :keyprefix: qtz-models- + diff --git a/docs/sources/source/speech_command/quartznet.rst b/docs/sources/source/speech_command/quartznet.rst index ca5dfdecef14..e55bef6a9c9b 100644 --- a/docs/sources/source/speech_command/quartznet.rst +++ b/docs/sources/source/speech_command/quartznet.rst @@ -11,8 +11,6 @@ These models are trained on Google Speech Commands dataset (V1 - all 30 classes) :align: center :alt: quartznet model - .. note:: This checkpoint was trained on LibriSpeech :cite:`panayotov2015librispeech` and full "validated" part of En Mozilla Common Voice :cite:`ardila2019common` - `QuartzNet paper `_. These QuartzNet models were trained for 200 epochs using mixed precision on 2 GPUs with a batch size of 128 over 200 epochs. From 5945c1e35187c1db4ddc9e9b80ba6ddb86acf7ba Mon Sep 17 00:00:00 2001 From: jbalam-nv <4916480+jbalam-nv@users.noreply.github.com> Date: Tue, 19 May 2020 12:43:34 -0700 Subject: [PATCH 13/13] Made changes suggested in the review Signed-off-by: jbalam-nv <4916480+jbalam-nv@users.noreply.github.com> --- CHANGELOG.md | 1 + docs/sources/source/asr/8kHz_models.rst | 2 +- scripts/convert_wav_to_g711wav.py | 14 +++++++++++++- 3 files changed, 15 insertions(+), 2 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 4bb024220a20..4d90d742e97e 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -76,6 +76,7 @@ To release a new version, please update the changelog as followed: - Speed augmentation on CPU, TimeStretch augmentation on CPU+GPU ([PR #594](https://github.com/NVIDIA/NeMo/pull/565)) - @titu1994 - Added TarredAudioToTextDataLayer, which allows for loading ASR datasets with tarred audio. Existing datasets can be converted with the `convert_to_tarred_audio_dataset.py` script. ([PR #602](https://github.com/NVIDIA/NeMo/pull/602)) - Online audio augmentation notebook in ASR examples ([PR #605](https://github.com/NVIDIA/NeMo/pull/605)) - @titu1994 +- Added documentation for 8 kHz model ([PR #632](https://github.com/NVIDIA/NeMo/pull/632)) - @jbalam-nv ### Changed diff --git a/docs/sources/source/asr/8kHz_models.rst b/docs/sources/source/asr/8kHz_models.rst index 44edb844cc3a..053bd23a6dc1 100644 --- a/docs/sources/source/asr/8kHz_models.rst +++ b/docs/sources/source/asr/8kHz_models.rst @@ -8,7 +8,7 @@ to the formats prevalent in your application. Here we detail one such approach t To train a model suitable for recognizing telephony speech we converted some of the datasets to G.711 :cite:`8kHz-mod-itu1988g711`. G.711 is a popular speech codec used in VoIP products and encodes speech at 64 kbps using PCM u-law companding. We converted audio from LibriSpeech, Mozilla Common Voice and WSJ datasets to G.711 format and combined Fisher and Switchboard datasets to -train a :ref:`Quartznet15x5 ` model with about 4000 hours of data. +train a :ref:`Quartznet15x5 ` model with about 4000 hours of data. To convert your audio to G.711 format you can use the script `convert_wav_to_g711wav.py` found in the `scripts` sub-directory of the nemo base directory. Among the experiments that we ran, we got the best accuracy for a model that used our 16 kHz Quartznet15x5 model's weights as pre-trained weights. We then trained the model for 250 epochs with five datasets mentioned above. Here are some results for our best model so far (note that all the test sets diff --git a/scripts/convert_wav_to_g711wav.py b/scripts/convert_wav_to_g711wav.py index 08d92f33f816..f882e5fc64cc 100644 --- a/scripts/convert_wav_to_g711wav.py +++ b/scripts/convert_wav_to_g711wav.py @@ -1,4 +1,16 @@ -# Copyright (c) 2020 NVIDIA Corporation +# Copyright 2020 NVIDIA. 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 law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. # # USAGE: # python convert_wav_to_g711wav.py \