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Dibakar Gope 0f1a39f343
ggml : add AArch64 optimized GEMV and GEMM Q4 kernels (#5780) 
* Arm AArch64: optimized GEMV and GEMM kernels for q4_0_q8_0, and q8_0_q8_0 quantization

* Arm AArch64: add optimized GEMV and GEMM asm kernels for q4_0_q8_0 quantization and refactor code to address llama.cpp pr#5780 suggestions

* Arm AArch64: add optimized GEMV and GEMM asm kernels for q4_0_q8_0 quantization and refactor code to address llama.cpp pr#5780 suggestions

* Arm AArch64: add optimized GEMV and GEMM asm kernels for q4_0_q8_0 quantization and refactor code to address llama.cpp pr#5780 suggestions

* Arm AArch64: add optimized GEMV and GEMM asm kernels for q4_0_q8_0 quantization and refactor code to address llama.cpp pr#5780 suggestions

* Arm AArch64: add copyright claim only to ggml-aarch64.cpp and ggml-aarch64.h files

* Arm AArch64: minor code refactoring for rebase

* Arm AArch64: minor code refactoring for resolving a build issue with cmake

* Arm AArch64: minor code refactoring to split the Q4_0_AARC64 type into three separate types: Q4_0_4_4, Q4_0_4_8, and Q4_0_8_8

* Arm AArch64: minor code change for resolving a build issue with server-windows

* retrigger checks

* Arm AArch64: minor code changes for rebase

* Arm AArch64: minor changes to skip the pr#7433 vec_dot code for arm cpus with SVE VL not equal to 256 bits

* Arm AArch64: remove stale LLAMA_QKK_64 from CMakeLists.txt and delete build.zig

* Arm AArch64: add reference scalar gemm and gemv, and avoid dynamic memory allocations during quantization for Q4_0_4_4, Q4_0_4_8, and Q4_0_8_8

* Arm AArch64: add multithreaded quantization support for the new types: Q4_0_4_4, Q4_0_4_8, and Q4_0_8_8

* Arm AArch64: minor code refactoring

* Arm AArch64: simplify logic for calling gemm and gemv functions in ggml_compute_forward_mul_mat

* Arm AArch64: minimize changes in ggml_compute_forward_mul_mat

* Arm AArch64: minor code refactoring, and add reference scalar code to quantize routines for new quant types

* Arm AArch64: minor code refactoring

* Arm AArch64: minor code refactoring

* Arm AArch64: minor code refactoring

* rebase on the latest master commit 3fd62a6 and adapt to the new directory structure

* Arm AArch64: remove a redundant comment

* Arm AArch64: add pragma in ggml-aarch64.c to turn -Woverlength-strings warning off

* Arm AArch64: use __aarch64__ check to guard 64-bit neon kernels

* Arm AArch64: update docs/build.md README to include compile time flags for buiilding the Q4_0_4_4 quant type
2024-07-10 15:14:51 +03:00
..
ggml-alloc.h llama : reorganize source code + improve CMake (#8006) 2024-06-26 18:33:02 +03:00
ggml-backend.h llama : reorganize source code + improve CMake (#8006) 2024-06-26 18:33:02 +03:00
ggml-blas.h llama : reorganize source code + improve CMake (#8006) 2024-06-26 18:33:02 +03:00
ggml-cuda.h llama : reorganize source code + improve CMake (#8006) 2024-06-26 18:33:02 +03:00
ggml-kompute.h llama : reorganize source code + improve CMake (#8006) 2024-06-26 18:33:02 +03:00
ggml-metal.h Removes multiple newlines at the end of files that is breaking the editorconfig step of CI. (#8258) 2024-07-02 12:18:10 -04:00
ggml-rpc.h llama : reorganize source code + improve CMake (#8006) 2024-06-26 18:33:02 +03:00
ggml-sycl.h llama : reorganize source code + improve CMake (#8006) 2024-06-26 18:33:02 +03:00
ggml-vulkan.h llama : reorganize source code + improve CMake (#8006) 2024-06-26 18:33:02 +03:00
ggml.h ggml : add AArch64 optimized GEMV and GEMM Q4 kernels (#5780) 2024-07-10 15:14:51 +03:00