The quantitative performance comparison among DL compilers on CNN models.
☆73Aug 27, 2020Updated 6 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☆145Mar 31, 2023Updated 3 years ago
- [MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration☆201Apr 27, 2022Updated 4 years ago
- examples for tvm schedule API☆101Jun 12, 2023Updated 3 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
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- This is the implementation for paper: AdaTune: Adaptive Tensor Program CompilationMade Efficient (NeurIPS 2020).☆14May 16, 2021Updated 5 years ago
- Neural Network Acceleration such as ASIC, FPGA, GPU, and PIM☆54Apr 13, 2020Updated 6 years ago
- Study Group of Deep Learning Compiler☆173Jan 15, 2023Updated 3 years ago
- TVM learning and research☆13Jan 8, 2021Updated 5 years ago
- Dive into Deep Learning Compiler☆649Jun 19, 2022Updated 4 years ago
- tophub autotvm log collections☆68Dec 30, 2022Updated 3 years ago
- An MLIR-based compiler framework bridges DSLs (domain-specific languages) to DSAs (domain-specific architectures).☆752Updated this week
- A list of awesome compiler projects and papers for tensor computation and deep learning.☆2,778Oct 19, 2024Updated last year
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆1,002Sep 19, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆23Dec 8, 2022Updated 3 years ago
- Provide Docker build sequences of PyTorch for various environments.☆16May 26, 2021Updated 5 years ago
- [ICML 2022] ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks☆15May 18, 2022Updated 4 years ago
- Automated DNN generation for fuzz testing and more☆150Jan 14, 2025Updated last year
- Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure☆1,050Updated this week
- ☆16Mar 10, 2024Updated 2 years ago
- The malsource dataset☆12Aug 31, 2021Updated 5 years ago
- Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisati…☆1,692Aug 26, 2026Updated last week
- compiler learning resources collect.☆2,772May 20, 2026Updated 3 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- An external memory allocator example for PyTorch.☆16Aug 10, 2025Updated last year
- The Tensor Algebra SuperOptimizer for Deep Learning☆743Jan 26, 2023Updated 3 years ago
- Re-implementation of the TASO compiler using equality saturation☆145Jun 28, 2021Updated 5 years ago
- TVM stack: exploring the incredible explosion of deep-learning frameworks and how to bring them together☆65May 22, 2018Updated 8 years ago
- code reading for tvm☆75Jan 20, 2022Updated 4 years ago
- notes on reading tensorflow source code☆13Aug 18, 2018Updated 8 years ago
- [NeurIPS 2021] "Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks" by Yon…☆13Feb 13, 2022Updated 4 years ago
- PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections☆126Jun 23, 2022Updated 4 years ago
- This repository is a meta package to provide Samsung OneMCC (Memory-Centric Computing) infrastructure.☆35Nov 26, 2025Updated 9 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Artifacts of EVT ASPLOS'24☆29Mar 6, 2024Updated 2 years ago
- [ICML 2021] "Double-Win Quant: Aggressively Winning Robustness of Quantized DeepNeural Networks via Random Precision Training and Inferen…☆16Feb 13, 2022Updated 4 years ago
- CNN Accelerator in Frequency Domain☆12Feb 22, 2020Updated 6 years ago
- BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.☆932Dec 30, 2024Updated last year
- [ECCV 2022] SuperTickets: Drawing Task-Agnostic Lottery Tickets from Supernets via Jointly Architecture Searching and Parameter Pruning☆20Jul 7, 2022Updated 4 years ago
- MegCC是一个运行时超轻量,高效,移植简单的深度学习模型编译器☆483Oct 23, 2024Updated last year
- Binary neural networks developed by Huawei Noah's Ark Lab☆29Feb 19, 2021Updated 5 years ago