Details
hexagon: dynamic quantizer improvements (#29395)
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hexagon: fix accuracy issue in Q8_0 N=1 MUL_MAT
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hex-quant: fix register spills
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hex-mm: use dma for all dyn.quant paths
Co-authored-by: Aparna M P aparmp@qti.qualcomm.com
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hex-mm: remove obsolete run_quant_task
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hex-mm: update tracing to properly wrap the events
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hex-mm: use act for activation data in all paths
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hex-mm: use act_ instead of src1_ to avoid confusion in fused kernels
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hex-mm: remove/reroute the rest of the non-DMA act (aka src1) logic
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hex-dma64: yet another pass at cleaning up the dma_addr_t casts
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Update ggml/src/ggml-hexagon/htp/matmul-ops.h
Co-authored-by: Sigbjørn Skjæret sigbjorn.skjaeret@huggingface.co
- Update ggml/src/ggml-hexagon/htp/matmul-ops.c
Co-authored-by: Sigbjørn Skjæret sigbjorn.skjaeret@huggingface.co
- Update ggml/src/ggml-hexagon/htp/matmul-ops.c
Co-authored-by: Sigbjørn Skjæret sigbjorn.skjaeret@huggingface.co
- Update ggml/src/ggml-hexagon/htp/matmul-ops.c
Co-authored-by: Sigbjørn Skjæret sigbjorn.skjaeret@huggingface.co
Co-authored-by: Max Krasnyansky maxk@qti.qualcomm.com
Co-authored-by: Aparna M P aparmp@qti.qualcomm.com
Co-authored-by: Sigbjørn Skjæret sigbjorn.skjaeret@huggingface.co
Website:
Attestations:
macOS/iOS:
- macOS Apple Silicon (arm64)
- macOS Apple Silicon (arm64, KleidiAI enabled) DISABLED
- macOS Intel (x64)
- iOS XCFramework
Linux:
- Ubuntu x64 (CPU)
- Ubuntu arm64 (CPU)
- Ubuntu s390x (CPU)
- Ubuntu x64 (Vulkan)
- Ubuntu arm64 (Vulkan)
- Ubuntu x64 (CUDA 12) - CUDA 12.8 libraries
- Ubuntu x64 (CUDA 13) - CUDA 13.4 libraries
- Ubuntu arm64 (CUDA 13) - CUDA 13.4 libraries
- Ubuntu x64 (ROCm 10.0)
- Ubuntu x64 (OpenVINO)
- Ubuntu x64 (SYCL FP32)
- Ubuntu x64 (SYCL FP16)
- Linux arm64 (Snapdragon: CPU, Adreno GPU, Hexagon NPU) - setup guide
Android:
Windows:
- Windows x64 (CPU)
- Windows arm64 (CPU)
- Windows arm64 (OpenCL Adreno)
- Windows x64 (CUDA 12) - CUDA 12.4 DLLs
- Windows x64 (CUDA 13) - CUDA 13.4 DLLs
- Windows arm64 (CUDA 13) - CUDA 13.4 DLLs
- Windows x64 (Vulkan)
- Windows x64 (OpenVINO)
- Windows x64 (SYCL)
- Windows x64 (ROCm 10.0)
openEuler:
- DISABLED
- openEuler x86 (310p)
- openEuler x86 (910b, ACL Graph)
- openEuler aarch64 (310p)
- openEuler aarch64 (910b, ACL Graph)
UI: