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Release DJL v0.20.0 release · deepjavalibrary/djl · GitHub
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DJL v0.20.0 release
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Key Features
- Upgrades and enhancements for Engines
- Upgrades PyTorch to 1.13.0 (#2157)
- Add support for Apple's Metal Performance Shaders (MPS) in PyTorch (#2037)
- Add system property to config GraphExecutorOptimize (#2156)
- Upgrades ONNXRuntime to 1.13.1 (#2115)
- Upgrades Paddle to 2.3.2 (#2116)
- Upgrades TensorFlow to 2.7.4 (#2121)
- Upgrades HuggingFace tokenizer version to 0.13.1 (#2127)
- Upgrades XGBoost to 1.7.1 (#2143)
- DJLServing
- Adds TabNet Training (#2057)
- Publishes DJL Zero (#2091)
- Adds Spark extension (#2162)
- Introduces several improvements for timeseries extension
- Adds ImageFeatureExtractor example and resnet base model to model zoo
Enhancement
- Introduces several enhancements for timeseries extension:
- Introduces several enhancement for HuggingFace tokenizer:
- Adds new models to DJL model zoo:
- DJL API improvements:
- Adds Sparsemax block (#2028)
- Updates the SemanticSegmentationTranslator (#2032)
- Creates Ensembleable (#2043)
- Handle error when forget to initialize a child block (#2045)
- Adds draw mask for BitMapWrapper (#2071)
- Allows show NDArray content in debugger (#2078)
- Rename transparency to opacity in CategoryMask (#2081)
- Allows to show NDArray content in Debugger 2 (#2080)
- Transfer learning with pytorch engine on fresh fruit dataset (#2070)
- Ensure GradientCollector can clear gradients (#2101)
- Handles conflict JNA package issue (#2118)
- Adds Multiplication block (#2110)
- Allows non-ServingTranslatorFactory for DJLServing (#2148)
- Adds cumprod operator (#2152)
- Adds Randperm on PyTorch and MxNet (#2084)
- Creates translator options (#2145)
- CI improvements:
- Add Mac M1 build (#2039)
- Publishes serving tar and zip (#2014)
- Uploads djl-bench release artifacts to S3 (#2020)
- Upgrade deprecated github actions (#2119)
- Upgrade github actions to latest version (#2122)
- Compile JNI only when file changes (#2161)
- Speed up continuous build by not uploading jacoco report (#2166)
- Respect -SNAPSHOT version in jar manifest (#2177)
- Allows JNI to be compiled on headless jdk (#2098)
- Move model zoo download test to canary (#2169)
- Upgrades PyTorch for Android to 1.13.0 (#2171)
- Add some unit tests (#2063)
- Test accumulating gradient collector (#2111)
- Refactor unit test TestRequirements, add missing TestRequirements (#2120)
- Upgrade protobuf version to 3.20.2 (#2035)
- Update deeplabv3 model zoo metadata (#2051)
- Remove String tensor limitation for model output (#2056)
- Disables mapLocation when using MPS device (#2061)
- Adds disablePerSessionThreads option to model loading for ONNXRuntime (#2104)
- LightGBM inference result matches input type (#2129)
- Apply no_optimizer_guard only for Android (#2153)
- Update dependency version (#2176)
- Reduce nested exception level (#2181)
Documentation and Examples
- Updates Semantic Segmentation app (#263)
- Adds the object detection app demo, use onnxruntime engine (#266)
- Adds stable diffusion demo (#269)
- Adds Spark extension example (#272)
- Adds DJLServing Postman examples (#276)
- Adds DJLServing Java client demo (#277)
- Adds DJLServing Python client demo (#278)
- Update README.md (#2010)
- Update dependency docs for timeseries package (#2004)
- Update javadoc links (#2017)
- Use latest javadoc links (#2021)
- Info added (#2022)
- Add Mac M1 info in docs (#2040)
- Some doc fixes (#2042)
- Improve memory management and batchify docs (#2076)
- Move serving docs to top level and reorganize (#2100)
- Update docs top level memu (#2102)
- Change timeseries dataset source example and add test (#2109)
- Fix a document issue (#2114)
- Update dependency document (#2134)
- Upgrade pytorch 1.13.0 documents (#2158)
- Add readme for TransferFreshFruit (#2160)
- Made the sites copyright year dyanamic (#2188)
Breaking change
- NDArray.toDebugString() signature has been changed (#2078)
Bug Fixes
- Fixes flooded warning message in PyTorch (#2136)
- Fixes youtube link in quick start (#2012)
- Fixes dlr-native build script (#2015)
- Adds missing condition for benchmark release (#2023)
- Fixes folder not exist bug when use external pytorch native library (#2033)
- Fixes bug in OD TF saved model example (#2050)
- Fixes MXNet engine cu112 document (#2066)
- Fixes CategoryMask (#2073)
- Fixes ames and various tabular improvements (#2054)
- Fixes randomColor (#2075)
- Fixes remove warning spam during training (#2097)
- Adds missing test requirements to opencv test (#2108)
- Fixes android crash issue (#2113)
- Avoid static setup/tearDown in testng (#2126)
- Add missing dependency to
timeseries(#2128) - Fixes mac os build failure (#2131)
- Fixes char offset (#2137)
- Adds
repo_urlin order to fix broken edit links (#2140) (#2141) - Fixes format bug and change the name of retrain (#2147)
- Fixes ndarry operator warnings show up in Jupyter notebook (#2150)
- Fixes HfModelZoo NPE bug with shadowjar (#2163)
- Fixes Temporary File Information Disclosure Vulnerability (#2164)
- Fixes movielens download issue (#2167)
- Fixes Yolov3 javadoc warning (#2168)
- CVE-2007-4559 Patch (#2189)
Contributors
- @asbachb
- @Carkham
- @demq
- @dependabot
- @frankfliu
- @JLLeitschuh
- @KexinFeng
- @lanking520
- @patins1
- @siddvenk
- @tosterberg
- @warthecatalyst
- @wxm2018
- @xyang16
- @ylwu-amzn
- @zachgk
New Contributors
- @dependabot made their first contribution in (#2035)
- @ylwu-amzn made their first contribution in (#2049)
- @tosterberg made their first contribution in (#2097)
- @asbachb made their first contribution in (#2128)
- @JLLeitschuh made their first contribution in (#2164)
Full Changelog: v0.19.0...v0.20.0
Contributors
JLLeitschuh, zachgk, and 14 other contributors
Assets 2
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