pytorch / xla
Enabling PyTorch on XLA Devices (e.g. Google TPU)
☆2,529Updated this week
Alternatives and similar repositories for xla:
Users that are interested in xla are comparing it to the libraries listed below
- PyTorch extensions for high performance and large scale training.☆3,260Updated last month
- Flax is a neural network library for JAX that is designed for flexibility.☆6,342Updated this week
- JAX-based neural network library☆2,960Updated 3 weeks ago
- A GPipe implementation in PyTorch☆828Updated 6 months ago
- Mesh TensorFlow: Model Parallelism Made Easier☆1,604Updated last year
- A machine learning compiler for GPUs, CPUs, and ML accelerators☆2,963Updated this week
- A Python-level JIT compiler designed to make unmodified PyTorch programs faster.☆1,029Updated 10 months ago
- PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT☆2,677Updated this week
- FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/☆1,260Updated this week
- functorch is JAX-like composable function transforms for PyTorch.☆1,410Updated this week
- TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.☆904Updated this week
- A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch☆8,537Updated 2 weeks ago
- High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.☆4,586Updated this week
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆8,741Updated last week
- Profiling and inspecting memory in pytorch☆1,042Updated 6 months ago
- A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep lear…☆5,278Updated this week
- maximal update parametrization (µP)☆1,447Updated 7 months ago
- Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackab…☆1,556Updated last year
- A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.☆2,463Updated last week
- A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.☆1,165Updated this week
- A GPU performance profiling tool for PyTorch models☆501Updated 3 years ago
- Development repository for the Triton language and compiler☆14,452Updated this week
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs…☆2,182Updated this week
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆8,343Updated this week
- cuML - RAPIDS Machine Learning Library☆4,406Updated this week
- Serve, optimize and scale PyTorch models in production☆4,294Updated this week
- PyTorch elastic training☆730Updated 2 years ago
- Efficient GPU kernels for block-sparse matrix multiplication and convolution☆1,035Updated last year
- Fast Block Sparse Matrices for Pytorch☆546Updated 4 years ago
- Ongoing research training transformer models at scale☆11,414Updated this week