DUE TO SPAM, SIGN-UP IS DISABLED. Goto Selfserve wiki signup and request an account.
...
Release timelines:
| Step | Date | Comments |
|---|---|---|
| Code Freeze | 08/02 | Track ongoing PRs |
| RC0 | 08/10 | Depending on stability |
Proposed content:
Project | Lead Contributor | Project Docs | Link to design discussion on dev@ | Notes |
|---|---|---|---|---|
| Scala API Improvements | Qing Lan, Naveen Swamy | MXNet Scala Usability Improvements | Discussion | Improvements to MXNet Scala API usability: type safety, API documentation. |
| Scala Example CI | Qing Lan, Naveen Swamy, Andrew Ayres | Refurnished Scala Examples with improved API, documentation and CI test coverage | ||
| ONNX Export from MXNet | Roshani Nagmote | Proposal: ImportExport module | Discussion | #11213 MXNet to ONNX exporter APIs to export MXNet trained models to ONNX protobuf so that those models can be imported in other frameworks for inference. |
| Topology-aware AllReduce | Topology-aware AllReduce Proposal | Discussion | experimental feature | |
| Clojure package | Carin Meier | MXNet Clojure | Discussion | experimental clojure language binding |
| TensorRT Runtime Integration | Discussion | This feature introduces runtime integration of TensorRT into MxNet, in order to accelerate inference. | ||
| Proper support for Types | Sebastian (Wolfram) | Backend for general purpose numerical packages (support for multipe types, proper testing for all supported types). Derive test priorities from Mathematica internal suite or integrate Mathematica into CI? Feedback: Users are observing instability, incomplete behavior vs. quality delivered by numpy / Pytorch. Haibin: many tests are not well written, most test only cover fp32, don't have good guidelines for community, operator tutorial lacks guidance on test requirements, suggest to develop guidelines (results are deterministic, cover all supported types), need to set quality standards as community grows Sebastian: presentation how it is done in Mathematica based on experience and learnings | ||
| Fused RNN Operators for CPU | Patric Zhao, Tao Lv | Fused CPU RNN Design | Discussion | vRNN/LSTM/GRU PR has been merged |
Open PRs to track:
PR | Title | Contributor | Status |
|---|---|---|---|
| #11325 | TensorRT runtime integration | Marek | Open |
| #11482 | make gluon rnn layers hybrid blocks | Sheng Zha | Open |
| #11753 | RNN Example for Scala | Qing Lan | Open |
| #11621 | NeuralStyle Example for Scala | Qing Lan | Open |
| #11866 | Add download util | Qing Lan | Merged |
...