chhzh123 / ptc-tutorial
PyTorch compilation tutorial covering TorchScript, torch.fx, and Slapo
☆18Updated 2 years ago
Alternatives and similar repositories for ptc-tutorial:
Users that are interested in ptc-tutorial are comparing it to the libraries listed below
- ☆19Updated 5 months ago
- An external memory allocator example for PyTorch.☆14Updated 3 years ago
- An Attention Superoptimizer☆21Updated 2 months ago
- ☆15Updated 3 years ago
- ThrillerFlow is a Dataflow Analysis and Codegen Framework written in Rust.☆14Updated 4 months ago
- ☆24Updated 3 months ago
- Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS☆20Updated last month
- ☆14Updated 2 years ago
- HeteroHalide: From Image Processing DSL to Efficient FPGA Acceleration☆15Updated 4 years ago
- A source-to-source compiler for optimizing CUDA dynamic parallelism by aggregating launches☆15Updated 5 years ago
- ☆21Updated last month
- This is the open-source version of TinyTS. The code is dirty so far. We may clean the code in the future.☆15Updated 8 months 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
- Domain-Specific Architecture Generator 2☆21Updated 2 years ago
- HeteroCL-MLIR dialect for accelerator design☆41Updated 6 months ago
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆49Updated 9 months ago
- Optimize tensor program fast with Felix, a gradient descent autotuner.☆26Updated 10 months ago
- Multi-target compiler for Sum-Product Networks, based on MLIR and LLVM.☆23Updated 3 months ago
- LLM4HWDesign Starting Toolkit☆17Updated 5 months ago
- Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".☆19Updated last year
- Chameleon: Adaptive Code Optimization for Expedited Deep Neural Network Compilation☆27Updated 5 years ago
- HW/SW co-design of sentence-level energy optimizations for latency-aware multi-task NLP inference☆46Updated 11 months ago
- Repository for artifact evaluation of ASPLOS 2023 paper "SparseTIR: Composable Abstractions for Sparse Compilation in Deep Learning"☆24Updated 2 years ago
- ☆11Updated last year
- ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch☆32Updated 7 months ago
- agile hardware-software co-design☆47Updated 3 years ago
- This is the implementation for paper: AdaTune: Adaptive Tensor Program CompilationMade Efficient (NeurIPS 2020).☆13Updated 3 years ago
- ☆12Updated 2 years ago
- Polyhedral High-Level Synthesis in MLIR☆30Updated 2 years ago
- Benchmark for matrix multiplications between dense and block sparse (BSR) matrix in TVM, blocksparse (Gray et al.) and cuSparse.☆24Updated 4 years ago