tlc-pack / cutlass_fpA_intB_gemm
A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer
☆89Updated 3 weeks ago
Alternatives and similar repositories for cutlass_fpA_intB_gemm:
Users that are interested in cutlass_fpA_intB_gemm are comparing it to the libraries listed below
- Standalone Flash Attention v2 kernel without libtorch dependency☆106Updated 6 months ago
- play gemm with tvm☆89Updated last year
- ☆87Updated 6 months ago
- 使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention☆60Updated 7 months ago
- Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.☆35Updated 3 weeks ago
- ☆46Updated 2 months ago
- llama INT4 cuda inference with AWQ☆53Updated 2 months ago
- ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.☆59Updated 2 weeks ago
- ☆145Updated 2 months ago
- ☆87Updated last year
- ☆87Updated last week
- ☆29Updated 11 months ago
- High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.☆100Updated 8 months ago
- Benchmark code for the "Online normalizer calculation for softmax" paper☆85Updated 6 years ago
- An extention of TVMScript to write simple and high performance GPU kernels with tensorcore.☆51Updated 8 months ago
- 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
- ☆139Updated 11 months ago
- Implement Flash Attention using Cute.☆71Updated 3 months ago
- ☆37Updated 2 years ago
- DietCode Code Release☆61Updated 2 years ago
- ☆36Updated 5 months ago
- Examples of CUDA implementations by Cutlass CuTe☆145Updated last month
- Several optimization methods of half-precision general matrix vector multiplication (HGEMV) using CUDA core.☆57Updated 6 months ago
- ☆55Updated 2 months ago
- ☆58Updated 4 months ago
- This is a demo how to write a high performance convolution run on apple silicon☆54Updated 3 years ago
- TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing. By pro…☆68Updated this week
- CUDA 8-bit Tensor Core Matrix Multiplication based on m16n16k16 WMMA API☆28Updated last year
- ☆19Updated 5 months ago
- QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.☆108Updated last week