microsoft / FractalTensorLinks
FractalTensor is a programming framework that introduces a novel approach to organizing data in deep neural networks (DNNs) as a list of lists of statically-shaped tensors, referred to as a FractalTensor.
☆28Updated 8 months ago
Alternatives and similar repositories for FractalTensor
Users that are interested in FractalTensor are comparing it to the libraries listed below
Sorting:
- ☆19Updated 10 months ago
- TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.☆94Updated last month
- Tile-based language built for AI computation across all scales☆46Updated this week
- TiledLower is a Dataflow Analysis and Codegen Framework written in Rust.☆14Updated 9 months ago
- ☆42Updated 3 months ago
- Artifacts of EVT ASPLOS'24☆26Updated last year
- ☆53Updated 2 months ago
- Framework to reduce autotune overhead to zero for well known deployments.☆80Updated last week
- ☆27Updated last year
- TiledKernel is a code generation library based on macro kernels and memory hierarchy graph data structure.☆19Updated last year
- GPTQ inference TVM kernel☆40Updated last year
- ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch☆38Updated 4 months ago
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆52Updated 4 months ago
- DeeperGEMM: crazy optimized version☆71Updated 3 months ago
- PyTorch compilation tutorial covering TorchScript, torch.fx, and Slapo☆18Updated 2 years ago
- Canvas: End-to-End Kernel Architecture Search in Neural Networks☆27Updated 9 months ago
- An extention of TVMScript to write simple and high performance GPU kernels with tensorcore.☆50Updated last year
- ☆61Updated 3 months ago
- A practical way of learning Swizzle☆25Updated 6 months ago
- Triton adapter for Ascend. Mirror of https://gitee.com/ascend/triton-ascend☆64Updated this week
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆137Updated 2 years ago
- A memory profiler for NVIDIA GPUs to explore memory inefficiencies in GPU-accelerated applications.☆25Updated 10 months ago
- Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS☆31Updated 6 months ago
- Triton to TVM transpiler.☆22Updated 10 months ago
- study of Ampere' Sparse Matmul☆18Updated 4 years ago
- ☆11Updated 7 months ago
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆53Updated last year
- PTX-EMU is a simple emulator for CUDA program.☆34Updated 3 months ago
- ☆23Updated this week
- ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.☆100Updated 3 months ago