how to learn PyTorch and OneFlow
☆489Mar 22, 2024Updated 2 years ago
Alternatives and similar repositories for how-to-learn-deep-learning-framework
Users that are interested in how-to-learn-deep-learning-framework are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- how to optimize some algorithm in cuda.☆2,872Mar 17, 2026Updated last week
- compiler learning resources collect.☆2,693Mar 19, 2025Updated last year
- 📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉☆9,932Updated this week
- Hands-On Practical MLIR Tutorial☆732Oct 20, 2023Updated 2 years ago
- Material for gpu-mode lectures☆5,865Feb 1, 2026Updated last month
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- 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☆484Oct 23, 2024Updated last year
- 《Machine Learning Systems: Design and Implementation》 (V2 is launching soon）☆4,781Mar 15, 2026Updated last week
- This is a series of GPU optimization topics. Here we will introduce how to optimize the CUDA kernel in detail. I will introduce several…☆1,248Jul 29, 2023Updated 2 years ago
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,062Updated this week
- 校招、秋招、春招、实习好项目！带你从零实现一个高性能的深度学习推 理库，支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library st…☆3,370Jun 22, 2025Updated 9 months ago
- row-major matmul optimization☆712Feb 24, 2026Updated last month
- Yinghan's Code Sample☆364Jul 25, 2022Updated 3 years ago
- FlashInfer: Kernel Library for LLM Serving☆5,194Updated this week
- llm theoretical performance analysis tools and support params, flops, memory and latency analysis.☆116Jul 11, 2025Updated 8 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.
- play gemm with tvm☆92Jul 22, 2023Updated 2 years ago
- The road to hack SysML and become an system expert☆512Sep 25, 2024Updated last year
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆3,958Updated this week
- 一款简单易用和高性能的AI部署框架 | An Easy-to-Use and High-Performance AI Deployment Framework☆1,767Mar 15, 2026Updated last week
- 使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention☆81Aug 12, 2024Updated last year
- 分层解耦的深度学习推理引擎☆78Feb 17, 2025Updated last year
- A list of awesome compiler projects and papers for tensor computation and deep learning.☆2,733Oct 19, 2024Updated last year
- Tutorials for writing high-performance GPU operators in AI frameworks.☆134Aug 12, 2023Updated 2 years ago
- A model compilation solution for various hardware☆467Aug 20, 2025Updated 7 months ago
- 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.
- Hands-On Practical MLIR Tutorial☆53Aug 21, 2025Updated 7 months ago
- 校招、秋招、春招、实习好项目，带你从零动手实现支持LLama2/3和Qwen2.5的大模型推理框架。☆512Oct 28, 2025Updated 4 months ago
- BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.☆921Dec 30, 2024Updated last year
- AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术☆16,472Sep 3, 2025Updated 6 months ago
- flash attention tutorial written in python, triton, cuda, cutlass☆491Jan 20, 2026Updated 2 months ago
- System for AI Education Resource.☆4,237Oct 25, 2024Updated last year
- An MLIR-based compiler framework bridges DSLs (domain-specific languages) to DSAs (domain-specific architectures).☆704Mar 17, 2026Updated last week
- A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer☆95Feb 20, 2026Updated last month
- Optimizing SGEMM kernel functions on NVIDIA GPUs to a close-to-cuBLAS performance.☆407Jan 2, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆2,714Jan 16, 2024Updated 2 years ago
- optimized BERT transformer inference on NVIDIA GPU. https://arxiv.org/abs/2210.03052☆477Mar 15, 2024Updated 2 years ago
- A Easy-to-understand TensorOp Matmul Tutorial☆409Mar 5, 2026Updated 2 weeks ago
- My learning notes for ML SYS.☆5,737Updated this week
- ☆150Mar 18, 2024Updated 2 years ago
- depyf is a tool to help you understand and adapt to PyTorch compiler torch.compile.☆797Oct 13, 2025Updated 5 months ago
- Compare different hardware platforms via the Roofline Model for LLM inference tasks.☆118Mar 13, 2024Updated 2 years ago