compiler learning resources collect.
#大语言模型#Universal LLM Deployment Engine with ML Compilation
TVM integration into PyTorch
翻译 - TVM集成到PyTorch
Solidity compiler for TVM
Totally Versatile Miscellanea for Pytorch
Dive into Deep Learning Compiler
Open, Modular, Deep Learning Accelerator
A home for the final text of all TVM RFCs.
tvm arm gpu opencl
GPTQ inference TVM kernel
learning tvm
Benchmark of TVM quantized model on CUDA
MRC OSI team, TVM development environment
TVM tutorials, which are adapted to EAIDK
动手学习TVM核心原理教程
Using TVM to depoly Transformer on CPU and GPU
Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.
Neo-AI-DLR is a common runtime for machine learning models compiled by AWS SageMaker Neo, TVM, or TreeLite.
翻译 - Neo-AI-DLR是AWS SageMaker Neo,TVM或TreeLite编译的机器学习模型的通用运行时。
autoTVM神经网络推理代码优化搜索演示,基于tvm编译开源模型centerface,并使用autoTVM搜索最优推理代码, 最终部署编译为c++代码,演示平台是cuda,可以是其他平台,例如树莓派,安卓手机,苹果手机.Thi is a demonstration of how to use autoTVM to search and optimize a neural network infe...