[pull] master from deepmodeling:master - #312
Merged
Merged
Conversation
## Summary - document TensorFlow 2 and PyTorch-Exportable backend selection, training, freezing, compression, formats, and inference routing; - fold the JAX training and Hessian-freeze documentation from #5930 into this PR; - update model and descriptor backend icons after checking the current TF2, PyTorch-Exportable, and JAX registrations; - distinguish JAX non-energy fitting/model availability from its current energy-only training loss support; - document the DP and JAX compression routes requested by #5923. Closes #5919. Closes #5920. Closes #5923. Supersedes #5930. ## Validation - `ruff format .` - `ruff check .` - `uvx pre-commit run mdformat --files ...` for all changed Markdown files - `dp --dp compress --help` - `dp --jax compress --help` - `git diff --check` Coding agent: Codex Codex version: codex-cli 0.144.6 Model: gpt-5.6-sol Reasoning effort: xhigh <!-- This is an auto-generated comment: release notes by coderabbit.ai --> ## Summary by CodeRabbit * **Documentation** * Expanded backend guidance for training, freezing, compression, conversion, and inference, including TensorFlow 2, PyTorch-Exportable, JAX, Paddle, and DP. * Added backend selection commands, workflow examples, multi-task checkpoint selection, and Hessian-enabled JAX freezing. * Documented backend-specific file formats, export artifacts, ABI selection, optional TensorFlow 2 JIT compilation, and feature limitations. * Updated model pages with corrected backend support, spin and graph-native inference guidance, and standardized command syntax. <!-- end of auto-generated comment: release notes by coderabbit.ai --> --------- Signed-off-by: Jinzhe Zeng <jinzhe.zeng@ustc.edu.cn> Co-authored-by: njzjz-bot <njzjz.bot@gmail.com> Co-authored-by: njzjz-bot <njzjz-bot@users.noreply.github.com>
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to subscribe to this conversation on GitHub.
Already have an account?
Sign in.
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
See Commits and Changes for more details.
Created by
pull[bot] (v2.0.0-alpha.4)
Can you help keep this open source service alive? 💖 Please sponsor : )