huggingface / transformers

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Open

LayoutLMv2 model not supporting training on more than 1 GPU when using PyTorch Data Parallel

4

theMADAIguy commented Oct 21, 2021

Environment info

transformers version: 4.11.2
Platform: Linux-5.4.0-66-generic-x86_64-with-glibc2.10
Python version: 3.8.8
PyTorch version (GPU?): 1.9.1+cu102 (True)
Tensorflow version (GPU?): not installed (NA)
F

Good First Issue

Open

LayoutLMv2Processor does not accept the XLMRobertaTokenizerFast

5

Open

Raise exceptions instead of using assertions for control flow

18

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CorentinJ / Real-Time-Voice-Cloning

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Clone a voice in 5 seconds to generate arbitrary speech in real-time

python deep-learning tensorflow pytorch tts voice-cloning

Updated Oct 16, 2021
Python

GokuMohandas / MadeWithML

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Learn how to responsibly deliver value with ML.

python data-science machine-learning natural-language-processing deep-learning pytorch mlops

Updated Oct 23, 2021
Jupyter Notebook

yunjey / pytorch-tutorial

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PyTorch Tutorial for Deep Learning Researchers

deep-learning pytorch neural-networks pytorch-tutorial

Updated Oct 16, 2021
Python

fastai / fastai

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The fastai deep learning library

python machine-learning deep-learning gpu pytorch colab notebooks fastai

Updated Oct 27, 2021
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ultralytics / yolov5

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YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

ios machine-learning deep-learning ml pytorch yolo object-detection coreml onnx tflite yolov3 yolov4 yolov5

Updated Oct 27, 2021
Python

open-mmlab / mmdetection

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Open

Is it possble to convert mmdetection trained model in .pth to .pt for AWS deployment?

4

apanand14 opened Oct 22, 2021

community help wanted good first issue

Open

How to correctly set up a custom number of classes in Cascade Mask R-CNN

4

Open

Impossible to correctly retrieve metrics and to extend the codebase

2

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lutzroeder / netron

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Visualizer for neural network, deep learning, and machine learning models

Updated Oct 27, 2021
JavaScript

junyanz / pytorch-CycleGAN-and-pix2pix

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Image-to-Image Translation in PyTorch

computer-vision deep-learning computer-graphics pytorch generative-adversarial-network gan image-manipulation image-generation gans pix2pix cyclegan

Updated Sep 30, 2021
Python

PyTorchLightning / pytorch-lightning

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Open

📚 Documentation

A lot of links are outdated here. Anyone willing to contribute a PR to fix them?
https://pytorch-lightning.readthedocs.io/en/latest/ecosystem/community_examples.html

Here is the file you need to edit: https://github.com/PyTorchLightning/pytorch-lightning/blob/master/docs/source/ecosystem/community_examples.rst

Thanks!

good first issue documentation

Open

Inconsistent precision plugin filename suffix

1

Open

zergtant / pytorch-handbook

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pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

machine-learning deep-learning neural-network pytorch pytorch-tutorials pytorch-handbook

Updated Oct 25, 2021
Jupyter Notebook

pytorch / fairseq

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Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

python pytorch artificial-intelligence

Updated Oct 27, 2021
Python

rwightman / pytorch-image-models

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PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch resnet pretrained-models mixnet pretrained-weights imagenet-classifier distributed-training dual-path-networks cnn-classification mobilenet-v2 mnasnet mobile-deep-learning mobilenetv3 efficientnet augmix randaugment efficientnet-training nfnets normalization-free-training vision-transformer-models

Updated Oct 27, 2021
Python

ShusenTang / Dive-into-DL-PyTorch

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Update 2.3_autograd.ipynb

haoma7 commented Oct 21, 2019

Change tensor.data to tensor.detach() due to
pytorch/pytorch#6990 (comment)
tensor.detach() is more robust than tensor.data.

good first issue

Tencent / ncnn

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ncnn is a high-performance neural network inference framework optimized for the mobile platform

Updated Oct 26, 2021
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JaidedAI / EasyOCR

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Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

python machine-learning information-retrieval data-mining ocr deep-learning image-processing cnn pytorch lstm optical-character-recognition crnn scene-text scene-text-recognition easyocr

Updated Oct 26, 2021
Python

pyg-team / pytorch_geometric

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Open

An example of heterogeneous link prediction via `RandomLinkSplit`

8

rusty1s opened Sep 23, 2021

enhancement good first issue Priority P0

bharathgs / Awesome-pytorch-list

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A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

python nlp data-science machine-learning natural-language-processing awesome facebook computer-vision deep-learning neural-network cv tutorials pytorch awesome-list utility-library probabilistic-programming papers nlp-library pytorch-tutorials pytorch-model

Updated May 2, 2021

dragen1860 / Deep-Learning-with-TensorFlow-book

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深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

python opensource book tensorflow pytorch machinelearning deeplearning tensorflow2

Updated Aug 30, 2021
Jupyter Notebook

horovod / horovod

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Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

machine-learning spark deep-learning uber mxnet tensorflow mpi keras pytorch machinelearning baidu deeplearning ray

Updated Oct 27, 2021
Python

onnx / onnx

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Open

ONNX shape inference for QuantizeLinear fails on empty string as zero_point

1

TomWildenhain-Microsoft commented Sep 29, 2021

Bug Report

Describe the bug

An ONNX model with QuantizeLinear (opset 13) passes shape inference when it has no input for zero_point, but fails if the input is the empty string. Trailing optional inputs should be able to be expressed in either way.

onnx version 1.10.1

bug good first issue shape inference

Open

ONNX checker doesn't check repeated permutation for Transpose operator

1

Open

need tf.random.shuffle supported.

3

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d2l-ai / d2l-en

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Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.

python data-science machine-learning natural-language-processing computer-vision deep-learning mxnet book notebook tensorflow keras pytorch kaggle

Updated Oct 25, 2021
Python

flairNLP / flair

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A very simple framework for state-of-the-art Natural Language Processing (NLP)

nlp machine-learning natural-language-processing word-embeddings pytorch named-entity-recognition sequence-labeling semantic-role-labeling

Updated Oct 25, 2021
Python

allenai / allennlp

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Open

Accept compressed files as input to `predict` when using a `Predictor`

7

danieldeutsch commented Jun 2, 2021

Is your feature request related to a problem? Please describe.
I typically used compressed datasets (e.g. gzipped) to save disk space. This works fine with AllenNLP during training because I can write my dataset reader to load the compressed data. However, the predict command opens the file and reads lines for the Predictor. This fails when it tries to load data from my compressed files.

Good First Issue Contributions welcome Feature request

Open

save git status when run commands

9

babysor / MockingBird

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Hay Update training sample plots to readme

1

Malik1979bot commented Sep 28, 2021

🙌🙌🙌🙌🙌

documentation good first issue

Open

能出一个视频教程嘛

5

Open

Suggestion! Maybe you can list the basic hardware requirements of this project.

microsoft / nni

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NNI is infinitely waiting when running in remote mode

6

ZhiyuanChen commented Aug 16, 2021

Discussed in microsoft/nni#4070

^{Originally posted by ZhiyuanChen August 14, 2021}

[2021-08-14 10:13:41] INFO (NNIDataStore) Datastore initialization done
[2021-08-14 10:13:41] INFO (RestServer) RestServer start
[2021-08-14 10:13:41] INFO (RestServer) RestServer base port is 8080
[2021-08-14 10:13:41] I

bug good first issue customer raised

deepinsight / insightface

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State-of-the-art 2D and 3D Face Analysis Project

mxnet pytorch face-recognition face-detection face-alignment paddlepaddle age-estimation arcface oneflow retinaface

Updated Oct 26, 2021
Python

huggingface / datasets

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🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

nlp machine-learning natural-language-processing computer-vision metrics tensorflow numpy evaluation pandas pytorch datasets

Updated Oct 27, 2021
Python

graykode / nlp-tutorial

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Natural Language Processing Tutorial for Deep Learning Researchers

nlp natural-language-processing tutorial tensorflow paper pytorch transformer attention bert

Updated Jul 25, 2021
Jupyter Notebook

chenyuntc / pytorch-book

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PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

deep-learning jupyter-notebook nn pytorch autograd caption gan image-classification tensorboard tensor neural-style visdom pytorch-tutorials pytorch-tutorials-cn charrnn neuraltalk

Updated Mar 14, 2021
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pytorch

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huggingface / transformers

Environment info

CorentinJ / Real-Time-Voice-Cloning

GokuMohandas / MadeWithML

yunjey / pytorch-tutorial

fastai / fastai

ultralytics / yolov5

open-mmlab / mmdetection

lutzroeder / netron

junyanz / pytorch-CycleGAN-and-pix2pix

PyTorchLightning / pytorch-lightning

📚 Documentation

zergtant / pytorch-handbook

pytorch / fairseq

rwightman / pytorch-image-models

ShusenTang / Dive-into-DL-PyTorch

Tencent / ncnn

JaidedAI / EasyOCR

pyg-team / pytorch_geometric

bharathgs / Awesome-pytorch-list

dragen1860 / Deep-Learning-with-TensorFlow-book

horovod / horovod

onnx / onnx

Bug Report

Describe the bug

d2l-ai / d2l-en

flairNLP / flair

allenai / allennlp

babysor / MockingBird

microsoft / nni

Discussed in microsoft/nni#4070

deepinsight / insightface

huggingface / datasets

graykode / nlp-tutorial

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