buaa-hipo / dlcompiler-comparison
The quantitative performance comparison among DL compilers on CNN models.
☆72Updated 4 years ago
Related projects: ⓘ
- DietCode Code Release☆59Updated 2 years ago
- PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections☆112Updated 2 years ago
- Automatic Mapping Generation, Verification, and Exploration for ISA-based Spatial Accelerators☆100Updated last year
- An MLIR-based toy DL compiler for TVM Relay.☆53Updated last year
- Benchmark scripts for TVM☆73Updated 2 years ago
- ☆86Updated last year
- A home for the final text of all TVM RFCs.☆99Updated 3 months ago
- Automatic Schedule Exploration and Optimization Framework for Tensor Computations☆175Updated 2 years ago
- An optimizing compiler for decision tree ensemble inference.☆15Updated last week
- Play with MLIR right in your browser☆122Updated last year
- A translator from c to MLIR☆27Updated 2 years ago
- A self-contained version of the tutorial which can be easily cloned and viewed by others.☆26Updated 5 years ago
- GVProf: A Value Profiler for GPU-based Clusters☆46Updated 5 months ago
- tophub autotvm log collections☆70Updated last year
- System for automated integration of deep learning backends.☆48Updated 2 years ago
- MLIR Sample dialect☆97Updated this week
- TVM stack: exploring the incredible explosion of deep-learning frameworks and how to bring them together☆63Updated 6 years ago
- ☆34Updated 2 years ago
- play gemm with tvm☆81Updated last year
- An extention of TVMScript to write simple and high performance GPU kernels with tensorcore.☆49Updated last month
- ☆39Updated 3 years ago
- Benchmark Framework for Buddy Projects☆45Updated 3 weeks ago
- Bridging polyhedral analysis tools to the MLIR framework☆99Updated last year
- Conversions to MLIR EmitC☆120Updated 3 weeks ago
- MLIRX is now defunct. Please see PolyBlocks - https://docs.polymagelabs.com☆38Updated 9 months ago
- [MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration☆191Updated 2 years ago
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆129Updated last year
- Chameleon: Adaptive Code Optimization for Expedited Deep Neural Network Compilation☆26Updated 4 years ago
- This is the implementation for paper: AdaTune: Adaptive Tensor Program CompilationMade Efficient (NeurIPS 2020).☆13Updated 3 years ago