uiuc-arc / felix
Optimize tensor program fast with Felix, a gradient descent autotuner.
☆24Updated 9 months ago
Alternatives and similar repositories for felix:
Users that are interested in felix are comparing it to the libraries listed below
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆134Updated last year
- Triton to TVM transpiler.☆18Updated 4 months ago
- Automatic Mapping Generation, Verification, and Exploration for ISA-based Spatial Accelerators☆107Updated 2 years ago
- Artifacts of EVT ASPLOS'24☆23Updated 11 months ago
- DietCode Code Release☆61Updated 2 years ago
- ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch☆31Updated 6 months ago
- TileFlow is a performance analysis tool based on Timeloop for fusion dataflows☆57Updated 10 months ago
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆50Updated 8 months ago
- An extention of TVMScript to write simple and high performance GPU kernels with tensorcore.☆51Updated 6 months ago
- A Vectorized N:M Format for Unleashing the Power of Sparse Tensor Cores☆48Updated last year
- PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections☆117Updated 2 years ago
- play gemm with tvm☆86Updated last year
- We invite you to visit and follow our new repository at https://github.com/microsoft/TileFusion. TiledCUDA is a highly efficient kernel …☆175Updated 2 weeks ago
- Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS☆19Updated this week
- Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.☆85Updated 2 years ago
- ☆87Updated 9 months ago
- HeteroCL-MLIR dialect for accelerator design☆41Updated 4 months ago
- GVProf: A Value Profiler for GPU-based Clusters☆49Updated 10 months ago
- Dissecting NVIDIA GPU Architecture☆88Updated 2 years ago
- ☆19Updated 4 months ago
- TileFusion is a highly efficient kernel template library designed to elevate the level of abstraction in CUDA C for processing tiles.☆53Updated this week
- ☆92Updated 2 years ago
- The quantitative performance comparison among DL compilers on CNN models.☆75Updated 4 years ago
- An extension library of WMMA API (Tensor Core API)☆87Updated 7 months ago
- Implementation of TSM2L and TSM2R -- High-Performance Tall-and-Skinny Matrix-Matrix Multiplication Algorithms for CUDA☆32Updated 4 years ago
- Benchmark Framework for Buddy Projects☆52Updated 3 weeks ago
- study of Ampere' Sparse Matmul☆16Updated 4 years ago
- GPU Performance Advisor☆64Updated 2 years ago
- An MLIR-based toy DL compiler for TVM Relay.☆54Updated 2 years ago
- Unified compiler/runtime for interfacing with PyTorch Dynamo.☆100Updated this week