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Release v6.2.0

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@github-actions github-actions released this 11 Jun 15:02

✨ New Features

  • Deep Learning Integration: Introduced the smile.torch module and binaries, enabling advanced deep learning capabilities. This is a lower binding module. The users should continue to use higher-level modules such as smile.deep, smile.llm, smile.vision, etc.
  • Docker GPU Support: Added Dockerfile.jvm-gpu and matrix strategy for publishing GPU-enabled Docker images.

🔧 Improvements

  • Memory Management: Enhanced memory handling and fixed memory leaks in deep learning modules.
  • Tensor Management: Improved input tensor memory management and safer residual calculation across mixed backends.
  • Dependency Updates: Upgraded Quarkus to 3.36.2 and Kotlin to 2.4.0.
  • Build & Environment: Improved environment variable handling, permissions configuration, and test workflows.
  • Examples: Added new deep learning example scripts (examples/deep.jsh).
  • NoGradGuardTest: Added new test for gradient management.

⚠️ Breaking Changes

  • Migrated deep module classes to use smile.torch API.

🛡️ Security

  • Improved permissions configuration for safer builds.

Full Changelog: v6.1.1...v6.2.0