Alternatives and similar repositories for pytorch-direct:

Users that are interested in pytorch-direct are comparing it to the libraries listed below

• facebookresearch / fairring
  Fairring (FAIR + Herring) is a plug-in for PyTorch that provides a process group for distributed training that outperforms NCCL at large …
  ☆65Updated 3 years ago
• jiazhihao / attention_superoptimizer
  An Attention Superoptimizer
  ☆21Updated 2 months ago
• facebookresearch / MODel_opt
  Memory Optimizations for Deep Learning (ICML 2023)
  ☆62Updated last year
• microsoft / TileFusion
  TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.
  ☆74Updated this week
• Lin-Mao / DrGPUM
  A memory profiler for NVIDIA GPUs to explore memory inefficiencies in GPU-accelerated applications.
  ☆25Updated 5 months ago
• sjtu-epcc / Tacker
  Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS
  ☆23Updated last month
• bytedance / QSync
  Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".
  ☆19Updated last year
• chips-compilers-mlsys-21 / chips-compilers-mlsys-21.github.io
  ☆11Updated 3 years ago
• Oneflow-Inc / dfccl
  ☆21Updated last month
• IBM / triton-dejavu
  Framework to reduce autotune overhead to zero for well known deployments.
  ☆63Updated this week
• awslabs / ratex
  ☆23Updated 4 months ago
• lixiuhong / batched_gemm
  ☆39Updated 5 years ago
• zhuzilin / pytorch-malloc
  An external memory allocator example for PyTorch.
  ☆14Updated 3 years ago
• LeiWang1999 / AutoGPTQ.tvm
  GPTQ inference TVM kernel
  ☆38Updated 11 months ago
• NVIDIA / HMM_sample_code
  CUDA 12.2 HMM demos
  ☆19Updated 8 months ago
• mcrl / tccl
  Thunder Research Group's Collective Communication Library
  ☆34Updated 11 months ago
• Emma926 / mcbench
  Mille Crepe Bench: layer-wise performance analysis for deep learning frameworks.
  ☆17Updated 5 years ago
• nox-410 / tvm.tl
  An extention of TVMScript to write simple and high performance GPU kernels with tensorcore.
  ☆51Updated 8 months ago
• ROCm / TransformerEngine
  ☆26Updated this week
• zheng-ningxin / SparTA
  ☆9Updated last year
• zhisbug / Cavs
  Cavs: An Efficient Runtime System for Dynamic Neural Networks
  ☆14Updated 4 years ago
• TiledTensor / TiledBench
  Benchmark tests supporting the TiledCUDA library.
  ☆16Updated 4 months ago
• LeiWang1999 / Stream-k.tvm
  ☆19Updated 6 months ago
• microsoft / FractalTensor
  FractalTensor is a programming framework that introduces a novel approach to organizing data in deep neural networks (DNNs) as a list of …
  ☆24Updated 3 months ago
• pytorch-labs / triton-cpu
  An experimental CPU backend for Triton (https//github.com/openai/triton)
  ☆40Updated 2 weeks ago
• tlc-pack / cutlass_fpA_intB_gemm
  A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer
  ☆91Updated this week
• microsoft / dist-ir
  An IR for efficiently simulating distributed ML computation.
  ☆28Updated last year
• tlc-pack / TLCBench
  Benchmark scripts for TVM
  ☆74Updated 3 years ago
• exists-forall / striped_attention
  ☆38Updated last year
• DachengLi1 / AMP
  (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.
  ☆38Updated 2 years ago