microsoft / SparTA
☆137Updated 8 months ago
Alternatives and similar repositories for SparTA:
Users that are interested in SparTA are comparing it to the libraries listed below
- A Vectorized N:M Format for Unleashing the Power of Sparse Tensor Cores☆50Updated last year
- High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.☆101Updated 8 months ago
- nnScaler: Compiling DNN models for Parallel Training☆103Updated last month
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆135Updated last year
- ☆88Updated 6 months ago
- ☆191Updated 8 months ago
- PyTorch extension for emulating FP8 data formats on standard FP32 Xeon/GPU hardware.☆107Updated 3 months ago
- ☆75Updated 2 years ago
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆202Updated last year
- Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.☆86Updated 2 years ago
- This repository contains integer operators on GPUs for PyTorch.☆196Updated last year
- ☆64Updated 2 months ago
- ☆52Updated 11 months ago
- play gemm with tvm☆89Updated last year
- We invite you to visit and follow our new repository at https://github.com/microsoft/TileFusion. TiledCUDA is a highly efficient kernel …☆178Updated last month
- Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.☆60Updated this week
- PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections☆119Updated 2 years ago
- ☆72Updated 3 years ago
- ☆91Updated 11 months ago
- LLM Inference analyzer for different hardware platforms☆54Updated 2 weeks ago
- An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).☆240Updated 4 months ago
- Automatic Mapping Generation, Verification, and Exploration for ISA-based Spatial Accelerators☆108Updated 2 years ago
- Artifacts of EVT ASPLOS'24☆24Updated last year
- Automated Parallelization System and Infrastructure for Multiple Ecosystems☆78Updated 4 months ago
- ☆110Updated 3 months ago
- A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer☆89Updated 3 weeks ago
- A baseline repository of Auto-Parallelism in Training Neural Networks☆143Updated 2 years ago
- Implement Flash Attention using Cute.☆74Updated 3 months ago
- ☆101Updated 6 months ago
- A Easy-to-understand TensorOp Matmul Tutorial☆331Updated 6 months ago