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DJL v0.17.0 release
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@zachgk zachgk released this 11 May 21:13
· 1145 commits to master since this release
v0.17.0
e547f71

Key Features

  • Adds linux AArch64 support for PyTorch
  • Upgrades Engine Releases
    • XGBoost version 1.6.0 (#1624)
    • PaddlePaddle version 2.2.2 (#1601)
    • ONNXRuntime version 1.11.0 (#1602)
    • PyTorch version 1.11.0 (#1583)
    • Apache MXNet version 1.9.0 (#1429)
  • Newly Added Datasets
    • PennTreebank dataset (#1580)
    • WikiText-2 dataset (#1545)
  • Support freezing parameters for transfer learning (#1544)

Enhancement

  • Upgrade djl-bench to 0.15.0 (#1476)
  • Add SessionOptions support for OnnxRuntime (#1479)
  • Device Name parsing (#1490)
  • arena allocator setter (#1510)
  • Upgrade native build mxnet version (#1517)
  • Refactor ml extension support (#1521)
  • Parse default device with Device.fromName (#1529)
  • Upgrade dependency versions (#1533)
  • release Update document version to 0.16.0 (#1536)
  • Bump up version to 0.17.0 (#1537)
  • Building DJL For aarch64 (#1526)
  • api Make resource loading compatible with java9 module (#1541)
  • pytorch Allows multiple native jars to package into fat jar (#1543)
  • Add document with installation instructions (#1548)
  • Separate AbstractSymbolBlock from AbstractBlock (#1555)
  • Add better error message for libstdc++ tf errors (#1570)
  • basicdataset Add Stanford Question Answering Dataset (#1554)
  • xgb Set default missing value to NaN (#1571)
  • allow empty batch data (#1569)
  • pytorch Allows load libtroch from pip installation package (#1577)
  • HF Tokenizer: get charspans (#1584)
  • benchmark Allows benchmark run on aarch64 for PyTorch (#1591)
  • add pytorch cuDNN acceleration (#1592)
  • add troubleshoot issue (#1600)
  • add paddle CU110 (#1604)
  • Update badge (#1610)
  • ONNXRuntime add tensorRT option (#1611)
  • api Refactor metrics API (#1613)
  • api Fixes metric dimension (#1614)
  • bom Update bom dependency (#1615)
  • pytorch Use precxx11 build for aarch64 native library (#1619)
  • pytorch use precxx11 for aarch64 (#1620)
  • Update inference_performance_optimization.md (#1621)
  • Fix testFreezeParameters for multi-gpu (#1623)
  • Support gather of pytorch (#1622)

Documentation and Examples

  • Update README for 0.15.0 release (#1477)
  • Update README to use 0.16.0-SNAPSHOT version (#1486)
  • typo fix (#1519)
  • docs Fixes dataset document. (#1523)
  • jupyter remove unecessary maven import (#1540)
  • examples Update maven pom file dependency version (#1546)
  • Add release note to README (#1565)
  • update pytorch build instruction on android (#1630)
  • bump up versioning (#1633)
  • update android package versions (#1635)
  • docs Update pytorch and paddle version (#1634)

Breaking Changes

  • Custom symbol blocks should extend AbstractSymbolBlock instead of AbstractBlock

Bug Fixes

  • Fix flaky test for tensorflow 2.7.0 on GPU (#1475)
  • Fixes topK items for DetectedObjects and make it configurable to Classifications (#1478)
  • Fix load native library failure on Android (#1485)
  • Adding huggingface tokenizer extension to BOM (#1487)
  • Fixes #1149, fix NPE bug (#1492)
  • Fix djl site vue version (#1495)
  • Fixes MLP example code in README (#1497)
  • Fixes jni dependency in README document (#1513)
  • Fixes memory leak in hybrid engine (#1518)
  • Fix the version issue reported from get-pip.py (#1530)
  • Fix FastText JNI build (#1531)
  • api Fixes loading BlockFactory bug (#1547)
  • tensorflow Fixes tensorflow session always on gpu(0) bug (#1558)
  • xgb Fixes missing anonymous classes (#1572)
  • examples Fix ImageClassification invalid probability (#1575)
  • fix naming (#1581)
  • ONNXRuntime fix naming (#1608)
  • basicdataset Fixed out of bound limit (#1599)
  • api Avoid NPE in Metric.toString() (#1626)
  • integration Enable gather unit test for windows (#1638)
  • Add rpath fix to Native Publish PyTorch (#1639)
  • api Fixes JDK 18 compiler warnings (#1640)

Contributors

New Contributors

Full Changelog: 750c153...v0.17.0

Contributors

zachgk, patins1, and 9 other contributors
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