DynamicShapePlan Runtime Snapshot: Native Execution, Java Runtime, and CUDA Bindings#10421
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agibsonccc wants to merge 1 commit intomasterfrom
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DynamicShapePlan Runtime Snapshot: Native Execution, Java Runtime, and CUDA Bindings#10421agibsonccc wants to merge 1 commit intomasterfrom
agibsonccc wants to merge 1 commit intomasterfrom
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This was referenced Feb 26, 2026
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Summary
Delivers DynamicShapePlan runtime and execution-path changes across native + Java layers, including execution mode controls, runtime caching/allocation behavior, and CUDA/native binding updates used in DSP inference flows.
Source snapshot commit:
b5893454f08c91e7bafb47478757c84a5f1cab04fromag_new_release_updates_2.Included Files
libnd4j/include/array/DataBuffer.hlibnd4j/include/array/NDArray.hXXlibnd4j/include/array/cpu/DataBuffer.cpplibnd4j/include/array/cuda/DataBuffer.culibnd4j/include/execution/cuda/CudaGraphScheduler.hlibnd4j/include/graph/NativeDynamicShapePlan.hlibnd4j/include/graph/impl/NativeDynamicShapePlan.cpplibnd4j/include/graph/impl/NativePlanCompiler.cpplibnd4j/include/helpers/MmulHelper.hlibnd4j/include/helpers/cuda/MmulHelper.culibnd4j/include/helpers/cuda/PointersManager.culibnd4j/include/legacy/NativeOps.hlibnd4j/include/legacy/cpu/NativeOps_dsp.cpplibnd4j/include/legacy/cuda/NativeOps_dsp.culibnd4j/include/legacy/impl/Environment.cpplibnd4j/include/memory/cuda/CudaMemoryPool.culibnd4j/include/mlir/runtime/MLIREngine.cpplibnd4j/include/mlir/runtime/MLIREngine.hlibnd4j/include/system/Environment.hnd4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/autodiff/samediff/SameDiff.javand4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/autodiff/samediff/execution/CollectiveCommunicator.javand4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/autodiff/samediff/execution/CollectiveCommunicatorFactory.javand4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/autodiff/samediff/execution/DspCompilationMode.javand4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/autodiff/samediff/execution/DynamicShapePlanCompiler.javand4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/autodiff/samediff/execution/DynamicShapePlanExecutor.javand4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/autodiff/samediff/execution/GraphExecutionMode.javand4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/autodiff/samediff/execution/LocalCollectiveCommunicator.javand4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/autodiff/samediff/execution/NcclCommunicator.javand4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/autodiff/samediff/execution/PipelineParallelRunner.javand4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/autodiff/samediff/execution/TensorParallelConfig.javand4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/autodiff/samediff/execution/TensorParallelRunner.javand4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/autodiff/samediff/internal/InferenceSession.javand4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/autodiff/samediff/optimize/GraphOptimizer.javand4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/autodiff/samediff/optimize/optimizations/AttentionFusionOptimizations.javand4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/autodiff/samediff/optimize/optimizations/NormalizationFusionOptimizations.javand4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/autodiff/samediff/optimize/optimizations/QuantizationOptimizations.javand4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/autodiff/samediff/peft/LoraAdapterCache.javand4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/linalg/api/buffer/DataType.javand4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/linalg/api/ndarray/LazyINDArray.javand4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/linalg/factory/CompiledGraphFunction.javand4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/linalg/factory/Environment.javand4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/linalg/factory/GraphFunction.javand4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/linalg/factory/GraphScope.javand4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/linalg/factory/Nd4j.javand4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/linalg/util/DeviceLocal.javand4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/nativeblas/NativeOps.javand4j/nd4j-backends/nd4j-backend-impls/nd4j-cuda/src/main/java/org/nd4j/linalg/jcublas/CudaEnvironment.javand4j/nd4j-backends/nd4j-backend-impls/nd4j-cuda/src/main/java/org/nd4j/linalg/jcublas/bindings/Nd4jCuda.javand4j/nd4j-common/src/main/java/org/nd4j/common/config/ND4JEnvironmentVars.javand4j/nd4j-common/src/main/java/org/nd4j/common/config/ND4JSystemProperties.javand4j/samediff-llm/src/main/java/org/eclipse/deeplearning4j/llm/generation/DecoderUtils.javand4j/samediff-llm/src/main/java/org/eclipse/deeplearning4j/llm/generation/DraftModelSpeculator.javand4j/samediff-llm/src/main/java/org/eclipse/deeplearning4j/llm/generation/KVCacheHostOffloader.javand4j/samediff-llm/src/main/java/org/eclipse/deeplearning4j/llm/generation/KVCachePrefixTree.javand4j/samediff-llm/src/main/java/org/eclipse/deeplearning4j/llm/generation/Speculator.javand4j/samediff-llm/src/main/java/org/eclipse/deeplearning4j/llm/generation/StaticKvCacheDecodeLoop.javand4j/samediff-llm/src/main/java/org/eclipse/deeplearning4j/llm/generation/TreeAttentionVerifier.java