Starred repositories
The simplest, fastest repository for training/finetuning medium-sized GPTs.
A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"
GNNDrive: Reducing Memory Contention and I/O Congestion for Disk-based GNN Training
Fast and memory-efficient exact attention
📚150+ Tensor/CUDA Cores Kernels, ⚡️flash-attention-mma, ⚡️hgemm with WMMA, MMA and CuTe (98%~100% TFLOPS of cuBLAS 🎉🎉).
BenchTemp: A General Benchmark for Evaluating Temporal Graph Neural Networks
libco is a coroutine library which is widely used in wechat back-end service. It has been running on tens of thousands of machines since 2013.
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A Factored System for Sample-based GNN Training over GPUs
A reading list for deep graph learning acceleration.
This is an authors' implementation of the NIPS 2022 dataset and Benchmark Track Paper "A Comprehensive Study on Large Scale Graph Training: Benchmarking and Rethinking" in PyTorch.
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.
为GPT/GLM等LLM大语言模型提供实用化交互接口,特别优化论文阅读/润色/写作体验,模块化设计,支持自定义快捷按钮&函数插件,支持Python和C++等项目剖析&自译解功能,PDF/LaTex论文翻译&总结功能,支持并行问询多种LLM模型,支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, m…
Use ChatGPT to summarize the arXiv papers. 全流程加速科研,利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复
User space software for Intel(R) Resource Director Technology
Performance analysis tools based on Linux perf_events (aka perf) and ftrace
The sample codes for our ICLR18 paper "FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling""