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Release DJL v0.23.0 release · deepjavalibrary/djl · GitHub
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DJL v0.23.0 release
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Key Features
-
Upgrades for engines
-
Enhancements for engines and API
-
Introduces text-generation search algorithm
Enhancement
-
DJL API improvements:
- Adds uint16, uint32, uint64, int16, bf16 data type (#2570)
- Adds NDArray topK operator for PyTorch (#2634)
- Adds support for unsigned datatype (#2574)
- Allows subclass access member variable of Predictor (#2582)
- Makes PredictorContext constructor public (#2586)
- Refactor ChunkedBytesSupplier to avoid unnecessary conversion (#2587)
- Move compileJava() into ClassLoaderUtils (#2600)
- Enable boolean input on ort (#2644)
- Adds more logs for platform detection (#2646)
- Improves DJL URL error message (#2678)
- Avoid exception if SecurityManager is applied (#2665)
- Masks sensitive env vars in debug print out (#2657)
- open isImage() method to package children for reuse-enabling custom datasets (#2662)
- Migrate google analytics (#2654)
-
PyTorch engine improvements
-
Spark extension enhancements
-
Huggingface tokenizer enhancements
- Allow creating BPE huggingface tokenizers (2550)
-
Tensorflow engine enhancements
- Reload javacpp properties (2668)
Breaking change
Bug fixes
- Avoids exception for cuda version lower than 10.x (#2583)
- Reverts "[bom] Simplify BOM build script (#2438)" 2598
- CI fails looking for v3 reverting to v2 (#2604)
- Fixes the dependencies issue (#2609)
- Fixes the usage of the repeat function for embedding (#2590)
- Adds missing djl-zero to bom (#2625)
- Fixes tabnet predictor (#2643)
- Fixes error message in X.dot(w) (#2688)
- Fixes liquid parsing issues in pytorch ndarray cheatsheet (#2690)
- Fixes getIOU bug (#2674)
- Fixes setup formatting (#2653)
- Fixes broken link (#2622)
- Fixes LocalRepository detection (#2593)
- Fix jupyter notebook links (#2704)
Documentation and Examples
- Adds docs on JNI compilation (#2510)
- Updates import tensorflow model README (#2614)
- Updates pytorch native JNI development document (#2613)
- Setup - Running on M1 Macs (#2652)
- Adds pytorch vs djl ndarray cheatsheet (#2661)
- Updates timeseries README (#2667)
- Adds PT NDArray cheat sheet to docs (#2670)
- Cleans stable_diffusion and add missing .md language blocks (#2635)
- Updates README (#2596)
- Fixes typos (#2603)
- Fixes markdown format (#2608)
CI improvements
- Upgrades github action gradle plugin to v3 (#2576)
- Avoids upload djl-serving.tar to S3 if already exist (#2578)
- Upgrades spotbugs to 5.0.14 (#2594)
- Upgrades gradle to 8.1.1 (#2611)
- Publishes PyTorch 2.0.1 jni package (#2699)
- Removes cu102 test (#2689)
- Fixes nightly publish ci bug (#2691)
- Fixes djl-serving release publish workflow script (#2568)
- Minor fix to the instance spinning (#2606)
- Adds Triton and FasterTransformers source build instruction (#2605)
- Publishes triton executable (#2617)
- Adds http endpoint in the build (#2618)
Contributors
Thank you to the following community members for contributing to this release:
@frankfliu
@KexinFeng
@lanking520
@xyang16
@zachgk
@takanori-ugai
@tosterberg
@siddvenk
New Contributors
- @larochef made their first contribution in #2550
- @Crusader99 made their first contribution in #2603
- @juliangamble made their first contribution in #2652
- @i10416 made their first contribution in #2661
Full Changelog: v0.22.1...v0.23.0
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