User:Hwd3400/Apache TVM

Apache Tensor Virtual Machine (TVM) is a ...

History

 * First commit in TVM GitHub repository: 2016-10-12 by Tianqu Chen
 * arXiv paper: 2018-10-05
 * As of 2019-07-21, there are 278 committers to Apache TVM. (Determined this by cloning the repo, running, and counting the number of committers that appear.)

TVM integrations

 * PyTorch
 * Compiling models from MXNet, Caffe2, CoreML, ONNX, TensorFlow, TFLite, etc. into TVM. https://docs.tvm.ai/tutorials/index.html#compile-deep-learning-models

Articles to review

 * review of TVM conference
 * xnor.ai article that spends some time discussing TVM
 * TVM Blog - https://tvm.ai/blog
 * "The NNVM compiler is made up of two components from the TVM stack: NNVM for computation graphs and TVM for tensor operators, according to Amazon."

Other TODOs

 * Make a commented-out list of categories that this article fits into
 * When the article goes live, add it to the TVM disambiguation page.