The quantitative performance comparison among DL compilers on CNN models.
☆73Aug 27, 2020Updated 5 years ago
Alternatives and similar repositories for dlcompiler-comparison
Users that are interested in dlcompiler-comparison are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Repository for artifact evaluation of ASPLOS 2023 paper "SparseTIR: Composable Abstractions for Sparse Compilation in Deep Learning"☆25Feb 24, 2023Updated 3 years ago
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆144Mar 31, 2023Updated 2 years ago
- [MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration☆200Apr 27, 2022Updated 3 years ago
- examples for tvm schedule API☆101Jun 12, 2023Updated 2 years ago
- 记录阅读各类paper的想法笔记(关注体系结构,机器学习系统,深度学习,计算机视觉)☆25Oct 25, 2019Updated 6 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- This is the implementation for paper: AdaTune: Adaptive Tensor Program CompilationMade Efficient (NeurIPS 2020).☆14May 16, 2021Updated 4 years ago
- Neural Network Acceleration such as ASIC, FPGA, GPU, and PIM☆54Apr 13, 2020Updated 5 years ago
- Study Group of Deep Learning Compiler☆169Jan 15, 2023Updated 3 years ago
- Dive into Deep Learning Compiler☆647Jun 19, 2022Updated 3 years ago
- An MLIR-based compiler framework bridges DSLs (domain-specific languages) to DSAs (domain-specific architectures).☆707Updated this week
- TVM learning and research☆13Jan 8, 2021Updated 5 years ago
- tophub autotvm log collections☆69Dec 30, 2022Updated 3 years ago
- A list of awesome compiler projects and papers for tensor computation and deep learning.☆2,735Oct 19, 2024Updated last year
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆1,004Sep 19, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- An open-sourced PyTorch library for developing energy efficient multiplication-less models and applications.☆14Feb 3, 2025Updated last year
- ☆23Dec 8, 2022Updated 3 years ago
- TinyVers Heterogeneous SoC consists of a reconfigurable FlexML accelerator, a RISC-V processor, an eMRAM and a power management system.☆23Jul 12, 2023Updated 2 years ago
- [ICML 2022] ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks☆15May 18, 2022Updated 3 years ago
- Provide Docker build sequences of PyTorch for various environments.☆16May 26, 2021Updated 4 years ago
- LLM inference in C/C++☆20Oct 22, 2025Updated 5 months ago
- Automated DNN generation for fuzz testing and more☆144Jan 14, 2025Updated last year
- Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure☆986Mar 20, 2026Updated last week
- The malsource dataset☆12Aug 31, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisati…☆1,661Jan 21, 2026Updated 2 months ago
- compiler learning resources collect.☆2,701Mar 19, 2025Updated last year
- The Tensor Algebra SuperOptimizer for Deep Learning☆740Jan 26, 2023Updated 3 years ago
- ☆173Mar 18, 2026Updated last week
- An external memory allocator example for PyTorch.☆16Aug 10, 2025Updated 7 months ago
- Re-implementation of the TASO compiler using equality saturation☆138Jun 28, 2021Updated 4 years ago
- ☆14Mar 10, 2024Updated 2 years ago
- notes on reading tensorflow source code☆13Aug 18, 2018Updated 7 years ago
- TVM stack: exploring the incredible explosion of deep-learning frameworks and how to bring them together☆64May 22, 2018Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- code reading for tvm☆76Jan 20, 2022Updated 4 years ago
- PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections