Slides from 2021-12-15 talk, "TVM Developer Bootcamp – Writing Hardware Backends"
☆11Jan 20, 2022Updated 4 years ago
Alternatives and similar repositories for tvmcon-2021
Users that are interested in tvmcon-2021 are comparing it to the libraries listed below
Sorting:
- ☆42Sep 8, 2023Updated 2 years ago
- Tzer: TVM Implementation of "Coverage-Guided Tensor Compiler Fuzzing with Joint IR-Pass Mutation (OOPSLA'22)“.☆71Mar 9, 2023Updated 2 years ago
- Visualize TVM Relay program graph☆12Nov 19, 2019Updated 6 years ago
- WIP. Veloce is a low-code Ray-based parallelization library that makes machine learning computation novel, efficient, and heterogeneous.☆17Aug 4, 2022Updated 3 years ago
- Torch Frontend for IREE☆25Dec 21, 2023Updated 2 years ago
- Canopy is a machine learning learning compiler stack with the capability of adopting high-end FPGAs. As a part of OpenAIOS project, Canop…☆12May 7, 2021Updated 4 years ago
- DietCode Code Release☆65Jul 21, 2022Updated 3 years ago
- A library for syntactically rewriting Python programs, pronounced (sinner).☆66Feb 22, 2022Updated 4 years ago
- ☆145Jan 30, 2025Updated last year
- PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections☆125Jun 23, 2022Updated 3 years ago
- A basic Docker-based installation of TVM☆11Jun 23, 2022Updated 3 years ago
- This is the implementation for paper: AdaTune: Adaptive Tensor Program CompilationMade Efficient (NeurIPS 2020).☆14May 16, 2021Updated 4 years ago
- A schedule language for large model training☆152Aug 21, 2025Updated 6 months ago
- ☆68Mar 4, 2023Updated 3 years ago
- PyTorch compilation tutorial covering TorchScript, torch.fx, and Slapo☆17Mar 13, 2023Updated 2 years ago
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆143Mar 31, 2023Updated 2 years ago
- ☆95Nov 4, 2022Updated 3 years ago
- General system research material (not limited to paper) reading notes.☆22Mar 17, 2021Updated 4 years ago
- Graphiler is a compiler stack built on top of DGL and TorchScript which compiles GNNs defined using user-defined functions (UDFs) into ef…☆59Oct 3, 2022Updated 3 years ago
- Fairring (FAIR + Herring) is a plug-in for PyTorch that provides a process group for distributed training that outperforms NCCL at large …☆66Mar 21, 2022Updated 3 years ago
- Chameleon: Adaptive Code Optimization for Expedited Deep Neural Network Compilation☆27Nov 7, 2019Updated 6 years ago
- A pure, low-level tensor program representation enabling tensor program optimization via program rewriting. See the web demo at https://g…☆73May 30, 2025Updated 9 months ago
- TVMFuzz: fuzzing tensor-level intermediate representation in TVM☆30May 24, 2020Updated 5 years ago
- Automated DNN generation for fuzz testing and more☆143Jan 14, 2025Updated last year
- ☆31Jan 2, 2021Updated 5 years ago
- Re-implementation of the TASO compiler using equality saturation☆138Jun 28, 2021Updated 4 years ago
- ☆192Mar 28, 2023Updated 2 years ago
- ☆12Nov 20, 2025Updated 3 months ago
- Python package designed for single-cell calling cards data☆16Jun 8, 2025Updated 8 months ago
- [MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration☆199Apr 27, 2022Updated 3 years ago
- Boost hardware utilization for ML training workloads via Inter-model Horizontal Fusion☆32May 15, 2024Updated last year
- ☆250Jul 27, 2025Updated 7 months ago
- Dorylus: Affordable, Scalable, and Accurate GNN Training☆76May 31, 2021Updated 4 years ago
- A simple script to plot the Roofline model for given HW platforms and applications☆10Aug 22, 2024Updated last year
- ☆13Nov 15, 2017Updated 8 years ago
- Released code for ICDM 2016 Budgeted Batch Bayesian Optimization☆10Feb 11, 2019Updated 7 years ago
- python基础、机器学习、深度学习代码☆10Feb 21, 2020Updated 6 years ago
- Unified Sparse Library Wrapper Based on cuSPARSE☆12May 24, 2022Updated 3 years ago
- [FCCM 2023] PASTA: Programming and Automation Support for Scalable Task-Parallel HLS Programs on Modern Multi-Die FPGAs☆13Jun 26, 2025Updated 8 months ago