User:Hwd3400/Apache TVM
| Developer(s) | Distributed Deep Machine Learning Community (DMLC)[1] |
|---|---|
| Initial release | TODO |
| Website | tvm |
Apache Tensor Virtual Machine (TVM) is a ...
History
- First commit in TVM GitHub repository: 2016-10-12 by Tianqu Chen[2]
- arXiv paper: 2018-10-05[3]
- As of 2019-07-21, there are 278 committers to Apache TVM. (Determined this by cloning the repo, running
git shortlog --summary --numbered --email, and counting the number of committers that appear.)
TVM integrations
- PyTorch[4]
- 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[5]
- xnor.ai article that spends some time discussing TVM[6]
- 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."[7]
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.
References
- ^ "Distributed Deep Machine Learning Community (DMLC)". GitHub. Retrieved 2019-07-21.
- ^ Chen, Tianqi (2016-10-12). "TVM - first commit". GitHub. Retrieved 2019-07-21.
- ^ Chen, Tianqi; et al. (2018-10-05). "TVM: An Automated End-to-End Optimizing Compiler for Deep Learning" (PDF). arXiv. Retrieved 2019-07-21.
{{cite web}}: Cite has empty unknown parameter:|dead-url=(help) - ^ "Pytorch TVM Extension". GitHub. Retrieved 2019-07-21.
{{cite web}}: Cite has empty unknown parameter:|dead-url=(help) - ^ Cai, Fangyu (2019-02-06). "On Compilers: First TVM and Deep Learning Conference". Synced. Retrieved 2019-07-21.
- ^ Janakiram, MSV (2019-07-21). "Meet The Seattle Startup That's Truly Democratizing AI for Developers". Forbes. Retrieved 2019-07-21.
- ^ Cardoza, Christina (2017-10-06). "Amazon releases new compiler for AI frameworks". SD Times. Retrieved 2019-07-21.