10 Commits

Author	SHA1	Message	Date
Sam/Samuel	a31cf36ad9	metal : add opt_step_adamw and op_sum (#16529) ... * scaffold to support opt step adamw on metal (not written so far) * add opt-step-adamw kernel for metal * pass op->src[4] as a separate buffer to the pipeline * add bounds check to opt-step-adamw kernel * complete scaffold for GGML_OP_SUM * naive GGML_OP_SUM kernel * remove unwanted comment * change OP_SUM capability gate * Add has_simdgroup_reduction to both ops to pass CI	2025-10-12 21:43:14 +03:00
Georgi Gerganov	8ae32dc9ec	metal : various optimizations + refactoring (#16446) ... * metal : ssm_scan minor opts * metal : get_rows optimize * metal : cpy optimize * metal : ssm_conv opt * metal : ssm_scan simplify * metal : ssm_Scan opt	2025-10-07 08:21:40 +03:00
Sigbjørn Skjæret	adc76347d7	ggml : check cuda and metal argsort limits and add test (#16323) ... * check cuda argsort limits and add test * add metal check	2025-09-29 11:09:00 +02:00
Georgi Gerganov	6a2c6145a0	metal : extend mat-mat multiplication support (#16225) ... * metal : support mul_mm with src1->type == GGML_TYPE_F16 * metal : support mul_mm_id with src1->type == GGML_TYPE_F16 [no ci] * metal : mul_mm support ne00 % 32 != 0 * metal : support mul_mm_id with ne00 % 32 != 0 * cont : remove unnecessary unrolls * cont : simplify data loading * metal : optimize mul_mm when output bounds checks are not needed	2025-09-28 09:34:44 +03:00
Georgi Gerganov	54dbc37053	metal : report OOM errors (#16274)	2025-09-26 14:14:28 +03:00
Georgi Gerganov	dfcd53f7ec	metal : fuse NORM + MUL + ADD, support non-multiples of 4 (#16220) ... * metal : fuse NORM + MUL + ADD * metal : support norms of non-multiple of 4 * cont : fix comment [no ci]	2025-09-25 11:30:16 +03:00
Georgi Gerganov	b213fce89b	metal : improve F32, F16 and BF16 mat-vec multiplication (#16057) ... * metal : improve F32, F16 and BF16 mat-vec multiplication ggml-ci * metal : make the NSG a function constant in mul_mv kernels ggml-ci	2025-09-18 12:33:45 +03:00
Jhen-Jie Hong	e00f3fd8ff	metal : avoid call free for non-owned buffer (#16067)	2025-09-18 10:06:48 +03:00
Georgi Gerganov	f2f28380ea	metal : handle nil cv during pipeline creation (#16065) ... ggml-ci	2025-09-18 10:03:24 +03:00
Georgi Gerganov	0320ac5264	metal : refactor + optimize v2 (#15995) ... * metal : improve naming * metal : refactor device ggml-ci * cont : props ggml-ci * metal : apply ggml_mem_ranges_t ggml-ci * metal : remove GGML_METAL_USE_BF16 ggml-ci * metal : refactor device buffer ggml-ci * cont : fix naming * metal : sync before destroying the backend ggml-ci * metal : refactor context ggml-ci * metal : migrate ggml-metal.m to ggml-metal.cpp ggml-ci * metal : adjust ops API ggml-ci * metal : use C++ to store piplienes ggml-ci * metal : migrate ops to separate functions ggml-ci * metal : add ggml_metal_library_t ggml-ci * metal : improve naming ggml-ci * metal : cleanp ggml-ci * metal : add support for GGML_OP_LOG ggml-ci * metal : fix error handling ggml-ci	2025-09-17 20:38:12 +03:00