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Release v0.102.19

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@github-actions github-actions released this 25 Jun 19:41
v0.102.19
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Changes in v0.102.19

Bug Fixes

  • quiesce in-flight prefetch workers before pool teardown (#687)

Performance Improvements

  • route large-spatial 3x3 convs to implicit-GEMM (24x forward, 8x CNN step) (#690)
  • route StreamingStrategy GEMM dispatch onto low-latency PersistentParallelExecutor (#688)

Packages

  • AiDotNet.Native.CLBlast
  • AiDotNet.Native.CUDA
  • AiDotNet.Native.CUDA.Fragments
  • AiDotNet.Native.CUDA.Fragments
  • AiDotNet.Native.CUDA.Fragments
  • AiDotNet.Native.CUDA.Fragments
  • AiDotNet.Native.CUDA.Fragments
  • AiDotNet.Native.CUDA.Fragments
  • AiDotNet.Native.CUDA.Fragments
  • AiDotNet.Native.CUDA.Fragments
  • AiDotNet.Native.MoltenVK
  • AiDotNet.Native.OneDNN
  • AiDotNet.Native.OpenBLAS
  • AiDotNet.Native.ROCm
  • AiDotNet.Tensors

Note: AiDotNet.Native.CUDA bundles the NVIDIA CUDA 12 runtime (cudart / cuBLAS / cuBLASLt / nvRTC, ~770MB). Because that exceeds nuget.org's 250 MB per-package limit, it ships as a small meta package plus a set of AiDotNet.Native.CUDA.Fragments.* chunk packages that are reassembled into the full DLLs at your build (win-x64) — just dotnet add package AiDotNet.Native.CUDA alongside AiDotNet.Tensors on NVIDIA GPU machines; the fragments restore automatically.
Note: AiDotNet.Native.ROCm requires ROCm installed on the target machine for the kernel library (~496MB).

Installation

dotnet add package AiDotNet.Tensors
Assets 17
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