marsupialtail / sparsednn

Related projects ⓘ

Alternatives and complementary repositories for sparsednn

• spcl / substation
  Research and development for optimizing transformers
  ☆124Updated 3 years ago
• jundaf2 / INT8-Flash-Attention-FMHA-Quantization
  ☆156Updated last year
• wangsiping97 / FastGEMV
  High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.
  ☆87Updated 3 months ago
• uwsampl / SparseTIR
  SparseTIR: Sparse Tensor Compiler for Deep Learning
  ☆131Updated last year
• NVIDIA / online-softmax
  Benchmark code for the "Online normalizer calculation for softmax" paper
  ☆59Updated 6 years ago
• facebookresearch / MODel_opt
  Memory Optimizations for Deep Learning (ICML 2023)
  ☆59Updated 7 months ago
• usyd-fsalab / fp6_llm
  An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).
  ☆196Updated last week
• parasj / checkmate
  Training neural networks in TensorFlow 2.0 with 5x less memory
  ☆128Updated 2 years ago
• stanford-futuredata / stk
  ☆88Updated 2 months ago
• DeMoriarty / custom_matmul_kernels
  Customized matrix multiplication kernels
  ☆53Updated 2 years ago
• microsoft / DeepSpeed-Kernels
  ☆55Updated 5 months ago
• ColfaxResearch / cutlass-kernels
  ☆162Updated 3 months ago
• cmu-catalyst / collage
  System for automated integration of deep learning backends.
  ☆48Updated 2 years ago
• pytorch-labs / applied-ai
  Applied AI experiments and examples for PyTorch
  ☆159Updated last week
• masahi / torchscript-to-tvm
  ☆67Updated last year
• google-research / sputnik
  A library of GPU kernels for sparse matrix operations.
  ☆246Updated 3 years ago
• iree-org / iree-nvgpu
  ☆48Updated 8 months ago
• awslabs / slapo
  A schedule language for large model training
  ☆141Updated 4 months ago
• hpcaitech / TensorNVMe
  A Python library transfers PyTorch tensors between CPU and NVMe
  ☆96Updated this week
• mlcommons / training_results_v1.0
  This repository contains the results and code for the MLPerf™ Training v1.0 benchmark.
  ☆37Updated 8 months ago
• triton-lang / kernels
  ☆43Updated this week
• IntelLabs / FP8-Emulation-Toolkit
  PyTorch extension for emulating FP8 data formats on standard FP32 Xeon/GPU hardware.
  ☆100Updated 11 months ago
• YulhwaKim / cutlass_tilesparse
  CUDA templates for tile-sparse matrix multiplication based on CUTLASS.
  ☆49Updated 6 years ago
• microsoft / SparTA
  ☆130Updated 3 months ago
• mit-han-lab / inter-operator-scheduler
  [MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration
  ☆194Updated 2 years ago
• facebookresearch / FAMBench
  Benchmarks to capture important workloads.
  ☆28Updated 5 months ago
• thu-pacman / PET
  PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections
  ☆114Updated 2 years ago
• Harry-Chen / InfMoE
  Inference framework for MoE layers based on TensorRT with Python binding
  ☆41Updated 3 years ago
• tlc-pack / TLCBench
  Benchmark scripts for TVM
  ☆73Updated 2 years ago
• Emma926 / paradnn
  ParaDnn: A systematic performance analysis methodology for deep learning.
  ☆39Updated 4 years ago