• Andrey Filippov's avatar
    CLAUDE: in-process native DNN backend (CuasDnnLocal) via JNA - no server · 54d842f0
    Andrey Filippov authored
    Piece 3 of the native-JNA DNN path. Adds a local backend that runs the SAME
    L1+L2 inference as CuasDnnRemote but in-process via LibTorch (libtpdnn.so / JNA),
    so the CUAS pipeline runs without the DGX or any Python server:
      - CuasDnnBackend  : shared interface (upload/getNFrames/inferBatch->BatchResult/close)
      - TpDnnJna        : JNA Library binding libtpdnn.so's C-ABI
      - CuasDnnLocal    : wraps it; reads N/P/vr/l2_ch from each model's bundled .meta.json
                          (single source of truth), float[][]<->float[], builds BatchResult
      - CuasDnnRemote   : now implements CuasDnnBackend (signatures unchanged)
      - CuasDetectRT    : DNN path gate now fires on (curt_dnn_remote || curt_dnn_local);
                          backend = local? CuasDnnLocal : CuasDnnRemote; ensureServer skipped
                          when local; local-CPU-ORT gate also excludes curt_dnn_local (no
                          double-run). runDnnRemote loop unchanged.
      - IntersceneMatchParameters: curt_dnn_local (flag) + curt_dnn_local_dir (model dir
                          override; empty = bundled /cuas_dnn resource) + GUI labels/persist.
    
    Validated: full Java->JNA->libtpdnn vs the Python-server oracle = EXACT
    (offset5=0.0, roi=0.0, nch=6). mvn -DskipTests package OK.
    
    Runtime: -Djna.library.path=<dir with libtpdnn.so>; libtpdnn.so finds libtorch via
    its rpath. Model resolution mirrors CuasDnnRemote's bundled-vs-override scheme.
    Co-Authored-By: 's avatarClaude Opus 4.8 (1M context) <noreply@anthropic.com>
    54d842f0
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CuasDetectRT.java Loading commit data...
CuasDnnBackend.java Loading commit data...
CuasDnnInfer.java Loading commit data...
CuasDnnLocal.java Loading commit data...
CuasDnnRemote.java Loading commit data...
CuasRTDetector.java Loading commit data...
CuasRTLib.java Loading commit data...
CuasRTUtils.java Loading commit data...
CuasRecurrentBuffer.java Loading commit data...
CuasStage2Infer.java Loading commit data...
RtParams.java Loading commit data...
TemporalConsolidator.java Loading commit data...
TemporalKernelGenerator.java Loading commit data...
TpDnnJna.java Loading commit data...
package-info.java Loading commit data...