b11168

hexagon: dynamic quantizer improvements (#29395)

• hexagon: fix accuracy issue in Q8_0 N=1 MUL_MAT

• hex-quant: fix register spills

• hex-mm: use dma for all dyn.quant paths

Co-authored-by: Aparna M P [email protected]

• hex-mm: remove obsolete run_quant_task

• hex-mm: update tracing to properly wrap the events

• hex-mm: use act for activation data in all paths

• hex-mm: use act_ instead of src1_ to avoid confusion in fused kernels

• hex-mm: remove/reroute the rest of the non-DMA act (aka src1) logic

• hex-dma64: yet another pass at cleaning up the dma_addr_t casts

• Update ggml/src/ggml-hexagon/htp/matmul-ops.h

Co-authored-by: Sigbjørn Skjæret [email protected]

• Update ggml/src/ggml-hexagon/htp/matmul-ops.c

Co-authored-by: Sigbjørn Skjæret [email protected]

• Update ggml/src/ggml-hexagon/htp/matmul-ops.c

Co-authored-by: Sigbjørn Skjæret [email protected]

• Update ggml/src/ggml-hexagon/htp/matmul-ops.c

Co-authored-by: Sigbjørn Skjæret [email protected]

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Co-authored-by: Max Krasnyansky [email protected]
Co-authored-by: Aparna M P [email protected]
Co-authored-by: Sigbjørn Skjæret [email protected]

Website:

• https://llama.app

Attestations:

• https://github.com/ggml-org/llama.cpp/attestations/50002286

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:

• Android arm64 (CPU)
• Android arm64 (Snapdragon: CPU, Adreno GPU, Hexagon NPU) - setup guide

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