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Natalia Gimelshein's Projects

apex icon apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

benchmark icon benchmark

TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.

builder icon builder

Continuous builder and binary build scripts for pytorch

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fairseq-py icon fairseq-py

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

fb.resnet.torch icon fb.resnet.torch

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

functorch icon functorch

functorch is a prototype of JAX-like composable function transforms for PyTorch.

kineto icon kineto

A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.

moco icon moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

opacus icon opacus

Training PyTorch models with differential privacy

pytorch-image-models icon pytorch-image-models

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

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

torchdynamo icon torchdynamo

A Python-level JIT compiler designed to make unmodified PyTorch programs faster.

triton icon triton

Development repository for the Triton language and compiler

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