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compiler

courseproject_c

this solve the SAT problem with _basic and _improve method

cs-211-lab3

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

efficient-tuning-llms

Easy and Efficient Finetuning of QLoRA LLMs. (Supported LLama, LLama2, bloom, Baichuan, GLM , Falcon) 大模型高效量化训练+部署.

gemmoptimization

holistictraceanalysis

A library to analyze PyTorch traces.

hybrid-cooling-for-data-center

kineto

A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.

llama2

Inference code for LLaMA models

loadpredict

machinelearning_ng

吴恩达机器学习coursera课程，学习代码(2017年秋) The Stanford Coursera course on MachineLearning with Andrew Ng

matrixprofiler

This is the core functions needed by the `tsmp` package. The low level and carefully checked mathematical functions are here. These are implementations of the Matrix Profile concept that was created by CS-UCR <http://www.cs.ucr.edu/~eamonn/MatrixProfile.html>.

nccl

Optimized primitives for collective multi-GPU communication

nccl-tests-power

NCCL Tests

openblas

OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-opcounter

Count the MACs / FLOPs of your PyTorch model.

ziyang-arch.github.io