2809 lines
208 KiB
C++
2809 lines
208 KiB
C++
#include "ggml-metal-tuning.h"
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#include <cstddef>
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#include <cstring>
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#include <iterator>
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namespace ggml_metal_tuning {
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int fa_vec_ne11_bucket(int64_t ne11) {
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for (int i = 0; i < (int) std::size(FA_VEC_NE11_BUCKETS); ++i) {
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if (ne11 < FA_VEC_NE11_BUCKETS[i]) {
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return i;
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}
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}
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return (int) std::size(FA_VEC_NE11_BUCKETS);
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}
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int fa_vec_ne01_bucket(int64_t ne01) {
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for (int i = 0; i < (int) std::size(FA_VEC_NE01_BUCKETS); ++i) {
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if (ne01 < FA_VEC_NE01_BUCKETS[i]) {
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return i;
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}
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}
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return (int) std::size(FA_VEC_NE01_BUCKETS);
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}
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int fa_vec_baseline_ne(int dk, int dv) {
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if (dk == 32 && dv == 32) {
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return 4;
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}
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if (dk == 64 && dv == 64) {
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return 2;
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}
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if (dk == 96 && dv == 96) {
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return 4;
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}
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if (dk == 128 && dv == 128) {
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return 1;
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}
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if (dk == 192 && dv == 192) {
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return 2;
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}
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if (dk == 192 && dv == 128) {
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return 2;
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}
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if (dk == 256 && dv == 256) {
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return 1;
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}
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if (dk == 320 && dv == 256) {
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return 2;
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}
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if (dk == 512 && dv == 512) {
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return 1;
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}
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if (dk == 576 && dv == 512) {
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return 2;
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}
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return 4; // template default
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}
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fa_vec_cfg_t fa_vec_baseline_cfg(int dk, int dv) {
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return { 1, (int8_t) fa_vec_baseline_ne(dk, dv) };
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}
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// Generated by `ggml-metal-tuning fa-vec`; do not hand-edit.
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// One row per kept bucket, plus per-(dtype,dk,dv) ne11-collapsed domain defaults
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// (ne11_b = FA_VEC_NE11_DEFAULT, ne01_b = domain). To retune or add a device, re-run the
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// sweep and paste its output. See ggml-metal-tuning.h for the row/lookup semantics.
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// ref: https://github.com/ggml-org/llama.cpp/pull/27824
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constexpr fa_vec_entry_t fa_vec_tuned_table[] = {
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_F16, 32, 32, 2, 3 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_F16, 64, 64, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_F16, 64, 64, -1, 1 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_F16, 128, 128, 2, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_F16, 128, 128, -1, 1 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_F16, 128, 128, 1, 1 }, { 1, 1 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_F16, 128, 128, 1, 2 }, { 1, 1 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_F16, 128, 128, 1, 3 }, { 1, 1 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_F16, 128, 128, 1, 4 }, { 1, 1 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_F16, 192, 128, 1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_F16, 192, 128, 1, 1 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_F16, 192, 128, 1, 2 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_F16, 192, 128, 1, 3 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_F16, 192, 128, 1, 4 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_F16, 320, 256, -1, 1 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_F16, 320, 256, 1, 1 }, { 1, 2 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_F16, 320, 256, 1, 2 }, { 1, 2 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_F16, 320, 256, 1, 3 }, { 1, 2 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_F16, 320, 256, 1, 4 }, { 1, 2 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 32, 32, -1, 1 }, { 4, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 32, 32, 1, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 32, 32, 1, 4 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 32, 32, 2, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 32, 32, 2, 4 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 32, 32, 3, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 32, 32, 3, 4 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 64, 64, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 64, 64, -1, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 64, 64, 1, 2 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 64, 64, 2, 2 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 96, 96, -1, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 96, 96, 1, 2 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 96, 96, 1, 4 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 96, 96, 2, 2 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 96, 96, 2, 4 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 96, 96, 3, 2 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 128, 128, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 128, 128, -1, 1 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 192, 192, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 192, 192, -1, 1 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 192, 128, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 192, 128, -1, 1 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 256, 256, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 256, 256, -1, 1 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 320, 256, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 320, 256, -1, 1 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 512, 512, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 512, 512, -1, 1 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 576, 512, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_0, 576, 512, -1, 1 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_1, 32, 32, -1, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_1, 32, 32, 1, 2 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_1, 32, 32, 2, 2 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_1, 32, 32, 2, 3 }, { 4, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_1, 32, 32, 3, 2 }, { 4, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_1, 32, 32, 3, 3 }, { 4, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_1, 64, 64, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_1, 64, 64, -1, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_1, 64, 64, 1, 2 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_1, 96, 96, 1, 3 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_1, 96, 96, 2, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_1, 96, 96, 2, 3 }, { 4, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_1, 96, 96, 3, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_1, 96, 96, 3, 3 }, { 4, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_1, 128, 128, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_1, 128, 128, -1, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_1, 128, 128, 1, 2 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_1, 128, 128, 2, 2 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_1, 192, 192, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_1, 192, 192, -1, 1 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_1, 192, 128, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_1, 192, 128, -1, 1 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_1, 256, 256, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_1, 256, 256, -1, 1 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_1, 320, 256, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_1, 320, 256, -1, 1 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_1, 512, 512, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_1, 512, 512, -1, 1 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_1, 576, 512, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q4_1, 576, 512, -1, 1 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 32, 32, -1, 1 }, { 4, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 32, 32, 1, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 32, 32, 2, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 32, 32, 3, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 64, 64, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 64, 64, -1, 1 }, { 4, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 64, 64, 1, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 64, 64, 2, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 64, 64, 3, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 96, 96, -1, 1 }, { 4, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 96, 96, 1, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 96, 96, 2, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 96, 96, 2, 4 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 96, 96, 3, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 96, 96, 3, 4 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 128, 128, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 128, 128, -1, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 128, 128, 1, 2 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 192, 192, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 192, 192, -1, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 192, 192, 1, 2 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 192, 192, 2, 2 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 192, 128, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 192, 128, -1, 1 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 192, 128, 1, 3 }, { 4, 2 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 192, 128, 2, 3 }, { 4, 2 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 192, 128, 2, 4 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 192, 128, 3, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 192, 128, 3, 3 }, { 4, 2 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 192, 128, 3, 4 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 256, 256, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 256, 256, -1, 1 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 320, 256, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 320, 256, -1, 1 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 512, 512, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 512, 512, -1, 1 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 576, 512, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_0, 576, 512, -1, 1 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 32, 32, -1, 1 }, { 4, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 32, 32, 1, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 32, 32, 2, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 32, 32, 3, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 64, 64, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 64, 64, -1, 1 }, { 4, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 64, 64, 1, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 64, 64, 2, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 64, 64, 3, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 96, 96, -1, 1 }, { 4, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 96, 96, 1, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 96, 96, 2, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 96, 96, 3, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 128, 128, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 128, 128, -1, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 128, 128, 1, 2 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 192, 192, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 192, 192, -1, 1 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 192, 192, 1, 3 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 192, 192, 3, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 192, 128, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 192, 128, -1, 1 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 192, 128, 1, 3 }, { 4, 2 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 192, 128, 2, 3 }, { 4, 2 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 192, 128, 3, 3 }, { 4, 2 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 256, 256, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 256, 256, -1, 1 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 320, 256, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 320, 256, -1, 1 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 512, 512, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 512, 512, -1, 1 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 512, 512, 3, 3 }, { 1, 1 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 576, 512, -1, 0 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q5_1, 576, 512, -1, 1 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 32, 32, -1, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 32, 32, 1, 2 }, { 1, 4 } },
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{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 32, 32, 2, 2 }, { 1, 4 } },
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|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 32, 32, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 32, 32, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 32, 32, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 32, 32, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 64, 64, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 64, 64, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 64, 64, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 96, 96, 1, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 96, 96, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 96, 96, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 96, 96, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 96, 96, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 128, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 192, 192, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 192, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 256, 256, -1, 0 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 256, 256, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 320, 256, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 320, 256, 1, 3 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 320, 256, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 320, 256, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 320, 256, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 320, 256, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 512, 512, 2, 2 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 512, 512, 3, 2 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1, GGML_TYPE_Q8_0, 576, 512, -1, 1 }, { 1, 4 } },
|
|
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_F16, 32, 32, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_F16, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_F16, 64, 64, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_F16, 64, 64, 1, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_F16, 64, 64, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_F16, 64, 64, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_F16, 64, 64, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_F16, 96, 96, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_F16, 96, 96, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_F16, 96, 96, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_F16, 128, 128, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_F16, 128, 128, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_F16, 128, 128, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_F16, 128, 128, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_F16, 128, 128, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_F16, 192, 128, 1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_F16, 192, 128, 1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_F16, 192, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_F16, 192, 128, 1, 3 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_F16, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_F16, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_0, 32, 32, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_0, 32, 32, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_0, 32, 32, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_0, 32, 32, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_0, 32, 32, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_0, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_0, 64, 64, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_0, 64, 64, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_0, 64, 64, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_0, 96, 96, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_0, 96, 96, 1, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_0, 96, 96, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_0, 96, 96, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_0, 96, 96, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_0, 96, 96, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_0, 128, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_0, 192, 192, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_0, 192, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_0, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_0, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_0, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_0, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_0, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_0, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_0, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_0, 576, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 32, 32, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 32, 32, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 32, 32, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 32, 32, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 32, 32, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 64, 64, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 96, 96, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 96, 96, 1, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 96, 96, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 96, 96, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 128, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 128, 128, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 128, 128, 2, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 128, 128, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 128, 128, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 128, 128, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 192, 192, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 192, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q4_1, 576, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 64, 64, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 64, 64, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 64, 64, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 64, 64, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 96, 96, 1, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 128, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 128, 128, 1, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 128, 128, 1, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 128, 128, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 128, 128, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 128, 128, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 192, 192, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 192, 192, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 192, 192, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 192, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 192, 128, 1, 3 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 192, 128, 2, 3 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 192, 128, 3, 3 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 256, 256, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 256, 256, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 256, 256, 1, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 256, 256, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 256, 256, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 256, 256, 3, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 320, 256, 1, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 320, 256, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 320, 256, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_0, 576, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 64, 64, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 64, 64, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 64, 64, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 64, 64, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 96, 96, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 96, 96, 1, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 96, 96, 1, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 128, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 128, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 128, 128, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 128, 128, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 128, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 128, 128, 3, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 192, 192, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 192, 192, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 192, 192, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 192, 192, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 192, 192, 3, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 192, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 192, 128, 1, 3 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 192, 128, 2, 3 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 256, 256, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 256, 256, 1, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 256, 256, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 256, 256, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 256, 256, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 256, 256, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 320, 256, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 320, 256, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 320, 256, 1, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 320, 256, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 320, 256, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 320, 256, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 576, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q5_1, 576, 512, 2, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 32, 32, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 32, 32, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 32, 32, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 32, 32, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 32, 32, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 32, 32, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 64, 64, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 64, 64, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 64, 64, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 96, 96, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 96, 96, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 96, 96, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 96, 96, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 96, 96, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 128, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 192, 192, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 192, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 256, 256, -1, 0 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 256, 256, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 320, 256, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 320, 256, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 320, 256, 1, 3 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 320, 256, 2, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 320, 256, 3, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_PRO, GGML_TYPE_Q8_0, 576, 512, -1, 1 }, { 1, 4 } },
|
|
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_F16, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_F16, 64, 64, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_F16, 128, 128, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_F16, 128, 128, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_F16, 128, 128, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_F16, 192, 128, 1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_F16, 192, 128, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_F16, 192, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_F16, 320, 256, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_F16, 320, 256, 3, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_F16, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 32, 32, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 32, 32, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 32, 32, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 32, 32, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 32, 32, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 64, 64, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 64, 64, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 64, 64, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 96, 96, 1, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 96, 96, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 96, 96, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 96, 96, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 96, 96, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 96, 96, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 128, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 192, 192, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 192, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 320, 256, 1, 3 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_0, 576, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 32, 32, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 32, 32, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 32, 32, 1, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 32, 32, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 32, 32, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 32, 32, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 64, 64, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 96, 96, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 96, 96, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 96, 96, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 96, 96, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 128, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 128, 128, 1, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 128, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 128, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 192, 192, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 192, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 320, 256, 1, 3 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q4_1, 576, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 64, 64, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 64, 64, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 64, 64, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 64, 64, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 128, 128, 1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 128, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 128, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 128, 128, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 128, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 192, 192, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 192, 192, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 192, 192, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 192, 192, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 192, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 192, 128, 1, 3 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 192, 128, 2, 3 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 192, 128, 3, 3 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 256, 256, 1, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 320, 256, 1, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_0, 576, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 64, 64, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 64, 64, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 64, 64, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 64, 64, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 96, 96, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 128, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 128, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 128, 128, 2, 3 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 128, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 192, 192, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 192, 192, 1, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 192, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 192, 128, 1, 3 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 192, 128, 2, 3 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 192, 128, 3, 3 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 256, 256, 1, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 256, 256, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 320, 256, 1, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 320, 256, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 320, 256, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 320, 256, 2, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 320, 256, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 320, 256, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q5_1, 576, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 32, 32, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 32, 32, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 32, 32, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 32, 32, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 32, 32, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 32, 32, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 64, 64, 1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 64, 64, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 64, 64, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 64, 64, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 96, 96, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 96, 96, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 96, 96, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 96, 96, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 96, 96, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 128, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 192, 192, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 192, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 256, 256, -1, 0 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 256, 256, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 320, 256, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 320, 256, 1, 3 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 320, 256, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 320, 256, 2, 3 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 320, 256, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 320, 256, 3, 3 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M1_MAX, GGML_TYPE_Q8_0, 576, 512, -1, 1 }, { 1, 4 } },
|
|
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_F16, 32, 32, 1, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_F16, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_F16, 64, 64, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_F16, 128, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_F16, 128, 128, 1, 1 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_F16, 128, 128, 1, 2 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_F16, 128, 128, 1, 3 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_F16, 128, 128, 1, 4 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_F16, 192, 128, 1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_F16, 192, 128, 1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_F16, 192, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_F16, 192, 128, 1, 3 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_F16, 192, 128, 1, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_F16, 320, 256, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_F16, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_F16, 320, 256, 1, 1 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_F16, 320, 256, 1, 3 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_F16, 320, 256, 1, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 32, 32, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 32, 32, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 32, 32, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 32, 32, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 32, 32, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 32, 32, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 64, 64, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 96, 96, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 96, 96, 1, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 96, 96, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 96, 96, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 96, 96, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 128, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 192, 192, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 192, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 512, 512, 2, 3 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 512, 512, 3, 3 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_0, 576, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 32, 32, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 32, 32, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 32, 32, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 32, 32, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 32, 32, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 32, 32, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 64, 64, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 96, 96, 1, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 96, 96, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 96, 96, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 96, 96, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 96, 96, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 128, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 128, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 128, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 192, 192, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 192, 192, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 192, 192, 1, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 192, 192, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 192, 192, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 192, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 256, 256, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 576, 512, 1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 576, 512, 1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 576, 512, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 576, 512, 1, 3 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q4_1, 576, 512, 1, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 64, 64, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 64, 64, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 64, 64, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 64, 64, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 96, 96, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 96, 96, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 96, 96, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 96, 96, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 96, 96, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 128, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 128, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 128, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 192, 192, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 192, 192, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 192, 192, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 192, 128, -1, 1 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 192, 128, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 192, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 192, 128, 1, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 192, 128, 1, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 192, 128, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 192, 128, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_0, 576, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 64, 64, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 64, 64, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 64, 64, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 64, 64, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 96, 96, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 96, 96, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 96, 96, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 96, 96, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 128, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 192, 192, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 192, 192, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 192, 192, 1, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 192, 192, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 192, 192, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 192, 128, -1, 1 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 192, 128, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 192, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 192, 128, 1, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 192, 128, 2, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 192, 128, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q5_1, 576, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 32, 32, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 32, 32, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 32, 32, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 32, 32, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 32, 32, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 32, 32, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 64, 64, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 64, 64, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 64, 64, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 96, 96, 1, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 96, 96, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 96, 96, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 96, 96, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 128, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 192, 192, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 192, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 256, 256, -1, 0 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 256, 256, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 320, 256, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 320, 256, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 320, 256, 1, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 320, 256, 2, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 320, 256, 3, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2, GGML_TYPE_Q8_0, 576, 512, -1, 1 }, { 1, 4 } },
|
|
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_F16, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_F16, 64, 64, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_F16, 128, 128, 2, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_F16, 128, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_F16, 128, 128, 2, 3 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_F16, 128, 128, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_F16, 128, 128, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_F16, 128, 128, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_F16, 128, 128, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_F16, 192, 128, 1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_F16, 192, 128, 1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_F16, 192, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_F16, 192, 128, 1, 3 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_F16, 192, 128, 1, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_F16, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_F16, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_F16, 320, 256, 1, 1 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_F16, 320, 256, 1, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_0, 32, 32, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_0, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_0, 32, 32, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_0, 32, 32, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_0, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_0, 64, 64, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_0, 64, 64, 1, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_0, 64, 64, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_0, 64, 64, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_0, 96, 96, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_0, 128, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_0, 192, 192, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_0, 192, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_0, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_0, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_0, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_0, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_0, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_0, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_0, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_0, 576, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_0, 576, 512, 1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_1, 32, 32, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_1, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_1, 32, 32, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_1, 32, 32, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_1, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_1, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_1, 64, 64, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_1, 64, 64, 1, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_1, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_1, 128, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_1, 128, 128, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_1, 128, 128, 2, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_1, 128, 128, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_1, 128, 128, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_1, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_1, 192, 192, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_1, 192, 192, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_1, 192, 192, 2, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_1, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_1, 192, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_1, 256, 256, 1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_1, 256, 256, 1, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_1, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_1, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_1, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_1, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_1, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q4_1, 576, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 32, 32, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 32, 32, 1, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 64, 64, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 64, 64, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 64, 64, 1, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 64, 64, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 64, 64, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 96, 96, 1, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 96, 96, 1, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 128, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 128, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 128, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 192, 192, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 192, 192, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 192, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 192, 128, 2, 3 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 192, 128, 2, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 192, 128, 3, 3 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 192, 128, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_0, 576, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 32, 32, 1, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 64, 64, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 64, 64, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 64, 64, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 64, 64, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 96, 96, 1, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 96, 96, 1, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 96, 96, 3, 4 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 128, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 128, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 128, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 192, 192, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 192, 192, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 192, 192, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 192, 192, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 192, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 192, 128, 2, 3 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 192, 128, 2, 4 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 192, 128, 3, 3 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 192, 128, 3, 4 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q5_1, 576, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q8_0, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q8_0, 32, 32, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q8_0, 32, 32, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q8_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q8_0, 64, 64, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q8_0, 64, 64, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q8_0, 64, 64, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q8_0, 64, 64, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q8_0, 64, 64, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q8_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q8_0, 128, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q8_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q8_0, 192, 192, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q8_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q8_0, 192, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q8_0, 256, 256, -1, 0 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q8_0, 256, 256, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q8_0, 320, 256, 2, 3 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q8_0, 320, 256, 3, 3 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q8_0, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q8_0, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q8_0, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M2_ULTRA, GGML_TYPE_Q8_0, 576, 512, -1, 1 }, { 1, 4 } },
|
|
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 32, 32, 1, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 32, 32, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 32, 32, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 64, 64, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 64, 64, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 96, 96, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 96, 96, 1, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 96, 96, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 96, 96, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 128, 128, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 128, 128, 1, 2 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 128, 128, 1, 4 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 128, 128, 2, 2 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 128, 128, 2, 4 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 192, 192, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 192, 192, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 192, 192, 1, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 192, 128, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 192, 128, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 192, 128, 1, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 192, 128, 2, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 256, 256, -1, 0 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 256, 256, 3, 0 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 256, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 320, 256, 3, 0 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 320, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_F16, 512, 512, 3, 0 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 32, 32, 2, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 64, 64, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 64, 64, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 96, 96, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 96, 96, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 128, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 128, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 128, 128, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 128, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 192, 192, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 192, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 192, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 192, 128, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 192, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 576, 512, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 576, 512, 3, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 576, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 576, 512, 1, 1 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 576, 512, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 576, 512, 1, 3 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_0, 576, 512, 1, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_1, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_1, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_1, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_1, 32, 32, 2, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_1, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_1, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_1, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_1, 64, 64, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_1, 64, 64, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_1, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_1, 96, 96, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_1, 96, 96, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_1, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_1, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_1, 128, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_1, 128, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_1, 128, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_1, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_1, 192, 192, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_1, 192, 192, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_1, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_1, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_1, 192, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_1, 192, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_1, 192, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_1, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_1, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_1, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_1, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q4_1, 576, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 64, 64, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 64, 64, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 64, 64, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 64, 64, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 96, 96, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 96, 96, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 96, 96, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 96, 96, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 128, 128, 2, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 128, 128, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 128, 128, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 128, 128, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 192, 192, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 256, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 256, 256, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 256, 256, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 256, 256, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 320, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 320, 256, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 320, 256, 2, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 320, 256, 3, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 576, 512, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 576, 512, 2, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 576, 512, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 576, 512, 2, 3 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_0, 576, 512, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 64, 64, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 64, 64, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 64, 64, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 64, 64, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 96, 96, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 96, 96, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 96, 96, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 96, 96, 2, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 96, 96, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 96, 96, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 128, 128, 1, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 128, 128, 2, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 128, 128, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 128, 128, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 128, 128, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 192, 192, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 256, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 256, 256, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 256, 256, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 256, 256, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 320, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 320, 256, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 320, 256, 2, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 320, 256, 3, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 576, 512, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 576, 512, 2, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 576, 512, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 576, 512, 2, 3 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q5_1, 576, 512, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q8_0, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q8_0, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q8_0, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q8_0, 32, 32, 2, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q8_0, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q8_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q8_0, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q8_0, 64, 64, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q8_0, 64, 64, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q8_0, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q8_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q8_0, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q8_0, 128, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q8_0, 128, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q8_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q8_0, 192, 192, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q8_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q8_0, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q8_0, 192, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q8_0, 192, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q8_0, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q8_0, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q8_0, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q8_0, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q8_0, 512, 512, -1, 0 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q8_0, 512, 512, -1, 1 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q8_0, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_PRO, GGML_TYPE_Q8_0, 576, 512, -1, 1 }, { 1, 4 } },
|
|
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 32, 32, 1, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 32, 32, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 32, 32, 2, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 32, 32, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 64, 64, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 64, 64, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 64, 64, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 64, 64, 3, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 64, 64, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 96, 96, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 96, 96, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 96, 96, 3, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 96, 96, 3, 3 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 96, 96, 3, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 128, 128, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 128, 128, 1, 4 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 128, 128, 2, 4 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 192, 192, 1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 192, 192, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 192, 192, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 192, 128, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 192, 128, 1, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 192, 128, 1, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 192, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 256, 256, -1, 0 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 256, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 256, 256, 2, 3 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 320, 256, 1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 320, 256, 3, 0 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 320, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 512, 512, 2, 0 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 512, 512, 3, 0 }, { 4, 1 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 512, 512, 1, 3 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 512, 512, 2, 1 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 512, 512, 2, 3 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 512, 512, 3, 1 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 512, 512, 3, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 576, 512, 2, 0 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 576, 512, 2, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 576, 512, 2, 3 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_F16, 576, 512, 3, 1 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 32, 32, 1, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 32, 32, 2, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 64, 64, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 64, 64, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 96, 96, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 96, 96, 1, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 96, 96, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 96, 96, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 96, 96, 3, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 128, 128, 1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 128, 128, 3, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 128, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 128, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 128, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 192, 192, 3, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 192, 192, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 192, 192, 1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 192, 192, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 192, 192, 1, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 192, 192, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 192, 192, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 192, 128, 1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 192, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 192, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 192, 128, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 192, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 576, 512, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 576, 512, 3, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 576, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 576, 512, 1, 1 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_MAX, GGML_TYPE_Q8_0, 576, 512, 1, 4 }, { 1, 2 } },
|
|
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_F16, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_F16, 32, 32, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_F16, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_F16, 64, 64, 1, 1 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_F16, 64, 64, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_F16, 64, 64, 2, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_F16, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_F16, 96, 96, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_F16, 96, 96, 1, 3 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_F16, 96, 96, 1, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_F16, 96, 96, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_F16, 128, 128, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_F16, 128, 128, 1, 1 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_F16, 128, 128, 1, 2 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_F16, 128, 128, 1, 4 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_F16, 192, 192, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_F16, 192, 192, 1, 1 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_F16, 192, 192, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_F16, 192, 128, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_F16, 192, 128, 1, 1 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_F16, 192, 128, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_F16, 256, 256, -1, 0 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_F16, 256, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_F16, 256, 256, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_F16, 320, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_F16, 512, 512, 3, 3 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_F16, 512, 512, 3, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_0, 32, 32, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_0, 32, 32, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_0, 32, 32, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_0, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_0, 64, 64, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_0, 96, 96, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_0, 96, 96, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_0, 96, 96, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_0, 128, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_0, 192, 192, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_0, 192, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_0, 192, 128, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_0, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_0, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_0, 320, 256, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_0, 320, 256, 3, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_0, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_0, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_0, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_0, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_0, 576, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_0, 576, 512, 1, 1 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_0, 576, 512, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_0, 576, 512, 1, 3 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_0, 576, 512, 1, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 32, 32, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 32, 32, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 32, 32, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 64, 64, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 64, 64, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 96, 96, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 96, 96, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 96, 96, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 128, 128, 1, 2 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 128, 128, 1, 4 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 128, 128, 2, 2 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 128, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 192, 192, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 192, 192, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 192, 192, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 192, 192, 2, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 192, 128, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 192, 128, 3, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 192, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q4_1, 576, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 32, 32, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 32, 32, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 32, 32, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 32, 32, 3, 4 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 64, 64, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 64, 64, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 64, 64, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 64, 64, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 96, 96, 1, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 96, 96, 1, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 128, 128, 1, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 128, 128, 1, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 192, 192, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 192, 192, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 256, 256, -1, 1 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 256, 256, 1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 256, 256, 2, 3 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 256, 256, 2, 4 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 320, 256, 1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 576, 512, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 576, 512, 3, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 576, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 576, 512, 1, 1 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 576, 512, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 576, 512, 1, 3 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_0, 576, 512, 1, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 32, 32, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 32, 32, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 32, 32, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 32, 32, 3, 4 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 64, 64, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 64, 64, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 64, 64, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 64, 64, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 96, 96, 1, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 96, 96, 1, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 128, 128, 1, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 128, 128, 1, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 192, 192, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 192, 192, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 192, 192, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 256, 256, 2, 3 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 256, 256, 2, 4 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 320, 256, 1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 320, 256, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 320, 256, 1, 3 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 512, 512, 1, 3 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 576, 512, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 576, 512, 3, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 576, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 576, 512, 1, 1 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 576, 512, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 576, 512, 1, 3 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q5_1, 576, 512, 1, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 32, 32, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 32, 32, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 32, 32, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 64, 64, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 96, 96, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 96, 96, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 96, 96, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 96, 96, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 128, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 128, 128, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 128, 128, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 128, 128, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 192, 192, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 192, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 192, 128, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 192, 128, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 192, 128, 2, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 192, 128, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 192, 128, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 192, 128, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 512, 512, -1, 0 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 512, 512, -1, 1 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 512, 512, 1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M3_ULTRA, GGML_TYPE_Q8_0, 576, 512, -1, 1 }, { 1, 4 } },
|
|
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 32, 32, 1, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 32, 32, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 32, 32, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 64, 64, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 64, 64, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 96, 96, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 96, 96, 1, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 96, 96, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 96, 96, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 128, 128, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 128, 128, 1, 2 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 128, 128, 1, 4 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 128, 128, 2, 2 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 128, 128, 2, 4 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 192, 192, 3, 0 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 192, 192, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 192, 192, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 192, 128, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 192, 128, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 192, 128, 1, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 256, 256, -1, 0 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 256, 256, 3, 0 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 256, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 320, 256, 3, 0 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 320, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 512, 512, 3, 0 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 512, 512, 3, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 512, 512, 3, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_F16, 512, 512, 3, 3 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 32, 32, 2, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 64, 64, 1, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 64, 64, 2, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 64, 64, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 64, 64, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 64, 64, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 96, 96, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 128, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 128, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 128, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 192, 192, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 192, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 192, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 192, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 576, 512, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 576, 512, 3, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 576, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 576, 512, 1, 1 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 576, 512, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 576, 512, 1, 3 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_0, 576, 512, 1, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 32, 32, 2, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 64, 64, 1, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 64, 64, 2, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 64, 64, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 64, 64, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 64, 64, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 96, 96, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 96, 96, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 128, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 128, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 128, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 192, 192, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 192, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 192, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 192, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 576, 512, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 576, 512, 3, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 576, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 576, 512, 1, 1 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 576, 512, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 576, 512, 1, 3 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q4_1, 576, 512, 1, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 64, 64, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 64, 64, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 64, 64, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 64, 64, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 96, 96, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 96, 96, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 96, 96, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 96, 96, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 128, 128, 1, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 128, 128, 1, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 128, 128, 2, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 128, 128, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 128, 128, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 128, 128, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 192, 192, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 256, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 256, 256, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 256, 256, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 320, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 320, 256, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 320, 256, 2, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 320, 256, 3, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 576, 512, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 576, 512, 2, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 576, 512, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 576, 512, 2, 3 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_0, 576, 512, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 64, 64, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 64, 64, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 64, 64, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 64, 64, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 96, 96, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 96, 96, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 96, 96, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 96, 96, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 128, 128, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 128, 128, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 128, 128, 1, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 128, 128, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 128, 128, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 128, 128, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 192, 192, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 256, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 256, 256, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 256, 256, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 320, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 320, 256, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 320, 256, 1, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 320, 256, 2, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 320, 256, 3, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 576, 512, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 576, 512, 2, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 576, 512, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 576, 512, 2, 3 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q5_1, 576, 512, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 32, 32, 2, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 64, 64, 1, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 64, 64, 2, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 64, 64, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 64, 64, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 128, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 128, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 192, 192, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 192, 192, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 192, 192, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 192, 192, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 192, 192, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 512, 512, -1, 0 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 512, 512, -1, 1 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 576, 512, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 576, 512, 3, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4, GGML_TYPE_Q8_0, 576, 512, -1, 1 }, { 1, 4 } },
|
|
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_F16, 32, 32, 1, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_F16, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_F16, 32, 32, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_F16, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_F16, 32, 32, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_F16, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_F16, 64, 64, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_F16, 64, 64, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_F16, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_F16, 96, 96, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_F16, 96, 96, 1, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_F16, 96, 96, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_F16, 96, 96, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_F16, 128, 128, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_F16, 128, 128, 1, 2 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_F16, 128, 128, 1, 4 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_F16, 192, 192, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_F16, 192, 128, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_F16, 192, 128, 1, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_F16, 256, 256, -1, 0 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_F16, 256, 256, 3, 0 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_F16, 256, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_F16, 320, 256, 3, 0 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_F16, 320, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_F16, 512, 512, 3, 0 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 32, 32, 1, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 32, 32, 2, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 64, 64, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 64, 64, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 96, 96, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 96, 96, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 128, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 128, 128, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 192, 192, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 192, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 192, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 192, 128, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 192, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 576, 512, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 576, 512, 3, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 576, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 576, 512, 1, 1 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 576, 512, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 576, 512, 1, 3 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_0, 576, 512, 1, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 32, 32, 1, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 32, 32, 2, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 64, 64, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 96, 96, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 96, 96, 1, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 96, 96, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 96, 96, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 128, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 128, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 128, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 192, 192, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 192, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 192, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 192, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 512, 512, 3, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q4_1, 576, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 64, 64, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 64, 64, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 64, 64, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 64, 64, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 96, 96, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 96, 96, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 96, 96, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 96, 96, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 128, 128, 2, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 128, 128, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 192, 192, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 256, 256, -1, 0 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 256, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 256, 256, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 256, 256, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 256, 256, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 320, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 320, 256, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 320, 256, 2, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 320, 256, 2, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 320, 256, 3, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 320, 256, 3, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 576, 512, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 576, 512, 2, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 576, 512, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 576, 512, 2, 3 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_0, 576, 512, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 64, 64, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 64, 64, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 64, 64, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 64, 64, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 96, 96, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 96, 96, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 96, 96, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 96, 96, 2, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 96, 96, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 96, 96, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 128, 128, 2, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 128, 128, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 128, 128, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 128, 128, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 192, 192, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 192, 192, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 256, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 256, 256, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 256, 256, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 256, 256, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 320, 256, 1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 320, 256, 1, 3 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 320, 256, 1, 4 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 320, 256, 3, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 576, 512, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 576, 512, 2, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 576, 512, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 576, 512, 2, 3 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q5_1, 576, 512, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 32, 32, 1, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 32, 32, 2, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 64, 64, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 96, 96, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 128, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 128, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 128, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 192, 192, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 192, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 192, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 192, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 576, 512, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 576, 512, 3, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 576, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 576, 512, 1, 1 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 576, 512, 1, 3 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_PRO, GGML_TYPE_Q8_0, 576, 512, 1, 4 }, { 1, 2 } },
|
|
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_F16, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_F16, 32, 32, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_F16, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_F16, 32, 32, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_F16, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_F16, 64, 64, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_F16, 64, 64, 2, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_F16, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_F16, 96, 96, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_F16, 96, 96, 1, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_F16, 128, 128, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_F16, 128, 128, 1, 2 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_F16, 192, 192, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_F16, 192, 128, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_F16, 256, 256, -1, 0 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_F16, 256, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_F16, 320, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 32, 32, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 32, 32, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 32, 32, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 32, 32, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 32, 32, 3, 4 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 96, 96, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 96, 96, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 96, 96, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 128, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 192, 192, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 192, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 192, 128, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 192, 128, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 576, 512, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 576, 512, 3, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 576, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 576, 512, 1, 1 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 576, 512, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 576, 512, 1, 3 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_0, 576, 512, 1, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 32, 32, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 32, 32, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 32, 32, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 32, 32, 3, 4 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 96, 96, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 96, 96, 1, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 96, 96, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 96, 96, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 96, 96, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 128, 128, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 128, 128, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 128, 128, 2, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 128, 128, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 128, 128, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 128, 128, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 192, 192, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 192, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 192, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 192, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 320, 256, 1, 1 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q4_1, 576, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 64, 64, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 64, 64, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 64, 64, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 64, 64, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 96, 96, 1, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 96, 96, 1, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 96, 96, 2, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 96, 96, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 96, 96, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 96, 96, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 192, 192, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 256, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 256, 256, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 256, 256, 1, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 256, 256, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 256, 256, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 320, 256, 1, 3 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 320, 256, 1, 4 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 320, 256, 2, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 320, 256, 2, 3 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 320, 256, 3, 3 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 576, 512, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 576, 512, 2, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 576, 512, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 576, 512, 2, 3 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_0, 576, 512, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 32, 32, 1, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 64, 64, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 64, 64, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 64, 64, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 64, 64, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 96, 96, 1, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 96, 96, 1, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 96, 96, 2, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 96, 96, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 192, 192, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 256, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 256, 256, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 256, 256, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 256, 256, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 320, 256, 1, 3 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 320, 256, 1, 4 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 320, 256, 2, 3 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 320, 256, 3, 3 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 576, 512, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 576, 512, 2, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 576, 512, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 576, 512, 2, 3 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q5_1, 576, 512, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 32, 32, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 32, 32, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 32, 32, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 32, 32, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 32, 32, 3, 4 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 96, 96, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 96, 96, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 128, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 128, 128, 1, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 128, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 128, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 192, 192, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 192, 128, 1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 192, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 192, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 192, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 512, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M4_MAX, GGML_TYPE_Q8_0, 576, 512, -1, 1 }, { 1, 4 } },
|
|
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 32, 32, 1, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 32, 32, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 32, 32, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 32, 32, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 32, 32, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 64, 64, 1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 64, 64, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 64, 64, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 64, 64, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 64, 64, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 64, 64, 1, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 64, 64, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 64, 64, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 64, 64, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 96, 96, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 96, 96, 1, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 96, 96, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 96, 96, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 128, 128, 3, 0 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 128, 128, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 128, 128, 1, 2 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 128, 128, 1, 4 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 128, 128, 2, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 128, 128, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 128, 128, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 192, 192, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 192, 192, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 192, 192, 1, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 192, 128, 1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 192, 128, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 192, 128, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 192, 128, 1, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 192, 128, 3, 2 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 192, 128, 3, 3 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 256, 256, -1, 0 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 256, 256, 1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 256, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 256, 256, 1, 4 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 320, 256, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 320, 256, 3, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 320, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 320, 256, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 320, 256, 1, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 512, 512, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 512, 512, 1, 1 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 512, 512, 2, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 512, 512, 2, 3 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 512, 512, 3, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 512, 512, 3, 2 }, { 4, 1 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 512, 512, 3, 3 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 512, 512, 3, 4 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 576, 512, 2, 0 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 576, 512, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 576, 512, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 576, 512, 1, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_F16, 576, 512, 2, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 32, 32, 2, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 32, 32, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 64, 64, 1, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 64, 64, 1, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 64, 64, 2, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 64, 64, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 64, 64, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 96, 96, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 96, 96, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 96, 96, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 96, 96, 3, 4 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 128, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 192, 192, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 192, 192, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 192, 192, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 192, 192, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 192, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 192, 128, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 192, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 320, 256, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 512, 512, 3, 0 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 512, 512, 2, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 512, 512, 3, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5, GGML_TYPE_Q8_0, 576, 512, -1, 1 }, { 1, 4 } },
|
|
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 32, 32, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 32, 32, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 32, 32, 1, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 32, 32, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 32, 32, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 32, 32, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 32, 32, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 64, 64, 1, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 64, 64, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 64, 64, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 64, 64, 3, 4 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 128, 128, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 128, 128, 1, 4 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 192, 192, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 192, 192, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 192, 128, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 192, 128, 3, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 256, 256, -1, 0 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 256, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 256, 256, 1, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 320, 256, 3, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 320, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 320, 256, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 512, 512, 2, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 512, 512, 2, 3 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 512, 512, 3, 3 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 576, 512, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 576, 512, 1, 1 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 576, 512, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 576, 512, 1, 3 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 576, 512, 1, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_F16, 576, 512, 2, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 32, 32, 1, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 64, 64, 1, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 96, 96, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 96, 96, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 96, 96, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 128, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 192, 192, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 192, 192, 1, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 192, 192, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 192, 192, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 192, 192, 2, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 192, 192, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 192, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 192, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 512, 512, 1, 0 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 512, 512, -1, 1 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 512, 512, 2, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q4_0, 512, 512, 2, 3 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 32, 32, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 32, 32, 1, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 32, 32, 1, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 32, 32, 2, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 32, 32, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 32, 32, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 32, 32, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 64, 64, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 64, 64, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 96, 96, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 96, 96, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 128, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 128, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 192, 192, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 192, 192, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 192, 192, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 192, 192, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 192, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 192, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_PRO, GGML_TYPE_Q8_0, 576, 512, -1, 1 }, { 1, 4 } },
|
|
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 32, 32, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 32, 32, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 32, 32, 1, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 32, 32, 2, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 32, 32, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 32, 32, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 64, 64, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 64, 64, 3, 0 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 64, 64, 1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 64, 64, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 64, 64, 3, 3 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 64, 64, 3, 4 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 96, 96, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 128, 128, 3, 0 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 128, 128, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 128, 128, 1, 2 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 128, 128, 1, 4 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 128, 128, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 128, 128, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 128, 128, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 128, 128, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 192, 192, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 192, 192, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 192, 192, 1, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 192, 128, 1, 4 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 192, 128, 3, 2 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 256, 256, -1, 0 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 256, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 256, 256, 1, 2 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 256, 256, 1, 4 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 320, 256, 3, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 320, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 320, 256, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 320, 256, 1, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 512, 512, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 512, 512, 1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 512, 512, 2, 3 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 512, 512, 3, 3 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 512, 512, 3, 4 }, { 4, 1 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 576, 512, 2, 0 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 576, 512, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 576, 512, 1, 1 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 576, 512, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 576, 512, 1, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 576, 512, 2, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_F16, 576, 512, 2, 3 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 32, 32, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 32, 32, 1, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 32, 32, 2, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 32, 32, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 32, 32, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 32, 32, 3, 4 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 64, 64, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 64, 64, 2, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 64, 64, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 64, 64, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 64, 64, 3, 4 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 96, 96, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 96, 96, 1, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 96, 96, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 96, 96, 2, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 96, 96, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 96, 96, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 96, 96, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 96, 96, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 128, 128, 1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 128, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 128, 128, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 128, 128, 3, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 192, 192, 3, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 192, 192, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 192, 192, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 192, 192, 2, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 192, 192, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 192, 192, 2, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 192, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 192, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 256, 256, 1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 256, 256, 1, 4 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 256, 256, 2, 3 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 256, 256, 2, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 256, 256, 3, 3 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 256, 256, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 320, 256, 3, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 320, 256, 1, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 320, 256, 2, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 320, 256, 3, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 512, 512, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 512, 512, 2, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 512, 512, 2, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 512, 512, 2, 3 }, { 4, 1 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 512, 512, 3, 1 }, { 4, 1 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 512, 512, 3, 2 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 512, 512, 3, 3 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 576, 512, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 576, 512, 2, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 576, 512, 2, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 576, 512, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 576, 512, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 576, 512, 3, 1 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_0, 576, 512, 3, 2 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 32, 32, 1, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 32, 32, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 32, 32, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 32, 32, 3, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 32, 32, 3, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 64, 64, 3, 0 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 64, 64, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 64, 64, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 64, 64, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 96, 96, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 96, 96, 1, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 96, 96, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 96, 96, 2, 3 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 96, 96, 3, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 128, 128, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 128, 128, 1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 128, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 128, 128, 1, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 128, 128, 2, 1 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 128, 128, 2, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 128, 128, 3, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 128, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 128, 128, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 192, 192, 1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 192, 192, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 192, 192, 1, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 192, 192, 1, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 192, 192, 2, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 192, 192, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 192, 192, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 192, 192, 3, 3 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 192, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 192, 128, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 192, 128, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 192, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 256, 256, 3, 0 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 256, 256, 2, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 256, 256, 2, 3 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 256, 256, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 256, 256, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 320, 256, 1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 320, 256, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 320, 256, 1, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 320, 256, 2, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 320, 256, 2, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 320, 256, 3, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 512, 512, -1, 0 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 512, 512, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 512, 512, 1, 3 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 512, 512, 2, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 512, 512, 2, 3 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 512, 512, 3, 1 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 512, 512, 3, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 576, 512, 2, 0 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 576, 512, 1, 3 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 576, 512, 2, 1 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q4_1, 576, 512, 3, 2 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 32, 32, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 64, 64, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 64, 64, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 64, 64, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 64, 64, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 64, 64, 3, 2 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 96, 96, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 96, 96, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 96, 96, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 96, 96, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 128, 128, 1, 0 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 128, 128, 3, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 128, 128, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 128, 128, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 128, 128, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 128, 128, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 192, 192, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 192, 192, 1, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 192, 192, 1, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 192, 192, 2, 4 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 192, 192, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 192, 192, 3, 4 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 192, 128, 1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 192, 128, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 192, 128, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 192, 128, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 192, 128, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 192, 128, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 256, 256, 1, 0 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 256, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 256, 256, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 256, 256, 1, 2 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 256, 256, 2, 2 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 256, 256, 2, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 256, 256, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 320, 256, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 320, 256, 3, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 320, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 320, 256, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 320, 256, 2, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 320, 256, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 320, 256, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 512, 512, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 512, 512, 3, 0 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 512, 512, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 512, 512, 1, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 512, 512, 2, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 512, 512, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 512, 512, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 512, 512, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 512, 512, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 512, 512, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 576, 512, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 576, 512, 3, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 576, 512, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 576, 512, 2, 1 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 576, 512, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 576, 512, 2, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 576, 512, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 576, 512, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 576, 512, 3, 3 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_0, 576, 512, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 32, 32, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 32, 32, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 32, 32, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 32, 32, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 64, 64, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 64, 64, 3, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 64, 64, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 64, 64, 1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 64, 64, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 64, 64, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 64, 64, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 96, 96, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 96, 96, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 96, 96, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 96, 96, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 128, 128, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 128, 128, 3, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 128, 128, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 128, 128, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 128, 128, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 128, 128, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 192, 192, 1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 192, 192, 3, 0 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 192, 192, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 192, 192, 1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 192, 192, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 192, 192, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 192, 192, 3, 3 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 192, 128, 1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 192, 128, 2, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 192, 128, -1, 1 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 192, 128, 1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 192, 128, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 192, 128, 3, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 256, 256, 2, 0 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 256, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 256, 256, 1, 2 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 256, 256, 2, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 256, 256, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 256, 256, 3, 4 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 320, 256, 1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 320, 256, 3, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 320, 256, -1, 1 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 320, 256, 2, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 320, 256, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 512, 512, 2, 0 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 512, 512, 3, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 512, 512, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 512, 512, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 512, 512, 1, 3 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 512, 512, 1, 4 }, { 1, 1 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 512, 512, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 512, 512, 2, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 512, 512, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 576, 512, 1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 576, 512, 1, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 576, 512, 2, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 576, 512, 2, 2 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 576, 512, 2, 3 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 576, 512, 3, 2 }, { 4, 4 } },
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{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q5_1, 576, 512, 3, 3 }, { 4, 2 } },
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{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 32, 32, -1, 1 }, { 2, 4 } },
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{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 32, 32, 1, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 32, 32, 2, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 32, 32, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 32, 32, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 32, 32, 3, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 64, 64, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 64, 64, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 64, 64, 1, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 64, 64, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 96, 96, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 96, 96, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 96, 96, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 96, 96, 3, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 128, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 128, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 128, 128, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 128, 128, 1, 3 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 128, 128, 2, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 128, 128, 2, 4 }, { 2, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 128, 128, 3, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 128, 128, 3, 2 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 192, 192, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 192, 192, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 192, 192, 1, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 192, 192, 2, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 192, 192, 3, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 192, 192, 3, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 192, 128, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 192, 128, -1, 1 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 192, 128, 1, 2 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 192, 128, 3, 2 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 256, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 256, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 256, 256, 3, 3 }, { 2, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 320, 256, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 320, 256, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 512, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 512, 512, 2, 0 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 512, 512, 1, 3 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 512, 512, 2, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 512, 512, 2, 2 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 512, 512, 2, 3 }, { 4, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 512, 512, 2, 4 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 512, 512, 3, 1 }, { 4, 1 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 512, 512, 3, 2 }, { 4, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 576, 512, -1, 0 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 576, 512, -1, 1 }, { 1, 4 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 576, 512, 1, 4 }, { 1, 2 } },
|
|
{ { GGML_METAL_DEVICE_M5_MAX, GGML_TYPE_Q8_0, 576, 512, 2, 1 }, { 4, 4 } },
|
|
};
|
|
|
|
static enum ggml_metal_device_id fa_vec_family_representative(int gpu_family) {
|
|
switch (gpu_family) {
|
|
case 9: return GGML_METAL_DEVICE_M4_MAX;
|
|
default: return GGML_METAL_DEVICE_GENERIC;
|
|
}
|
|
}
|
|
|
|
static bool g_override_set = false;
|
|
static fa_vec_cfg_t g_override_cfg = { 1, 4 };
|
|
|
|
void fa_vec_set_override(fa_vec_cfg_t cfg) {
|
|
g_override_cfg = cfg;
|
|
g_override_set = true;
|
|
}
|
|
|
|
void fa_vec_clear_override() {
|
|
g_override_set = false;
|
|
}
|
|
|
|
static const fa_vec_cfg_t * find_cfg(const fa_vec_entry_t * tbl, size_t n, const fa_vec_key_t & k) {
|
|
for (size_t i = 0; i < n; ++i) {
|
|
if (memcmp(&tbl[i].key, &k, sizeof(k)) == 0) {
|
|
return &tbl[i].cfg;
|
|
}
|
|
}
|
|
return nullptr;
|
|
}
|
|
|
|
fa_vec_cfg_t fa_vec_pick(enum ggml_metal_device_id device_id, int gpu_family, int dtype, int dk, int dv, int64_t ne11, int64_t ne01) {
|
|
if (g_override_set) {
|
|
return g_override_cfg;
|
|
}
|
|
|
|
const fa_vec_cfg_t baseline = fa_vec_baseline_cfg(dk, dv);
|
|
|
|
const int ne11_b = fa_vec_ne11_bucket(ne11);
|
|
if (ne11_b == 0) {
|
|
return baseline; // short KV: attention is a small slice of the step, left to baseline
|
|
}
|
|
const int ne01_b = fa_vec_ne01_bucket(ne01);
|
|
|
|
fa_vec_key_t k{};
|
|
k.dtype = (int8_t) dtype;
|
|
k.dk = (int16_t) dk;
|
|
k.dv = (int16_t) dv;
|
|
|
|
// exact bucket, then the ne01 domain default (ne11 collapsed); tried under each device tier
|
|
auto lookup = [&](enum ggml_metal_device_id dev) -> const fa_vec_cfg_t * {
|
|
k.device_id = (int8_t) dev;
|
|
k.ne11_b = (int8_t) ne11_b;
|
|
k.ne01_b = (int8_t) ne01_b;
|
|
if (auto * c = find_cfg(fa_vec_tuned_table, std::size(fa_vec_tuned_table), k)) {
|
|
return c;
|
|
}
|
|
k.ne11_b = FA_VEC_NE11_DEFAULT;
|
|
k.ne01_b = (ne01_b == 0) ? FA_VEC_DOMAIN_DECODE : FA_VEC_DOMAIN_BATCH;
|
|
return find_cfg(fa_vec_tuned_table, std::size(fa_vec_tuned_table), k);
|
|
};
|
|
|
|
if (auto * c = lookup(device_id)) {
|
|
return *c;
|
|
}
|
|
|
|
// family fallback: retry under the family's representative SKU; none -> baseline
|
|
if (gpu_family > 0) {
|
|
const enum ggml_metal_device_id rep = fa_vec_family_representative(gpu_family);
|
|
if (rep != GGML_METAL_DEVICE_GENERIC) {
|
|
if (auto * c = lookup(rep)) {
|
|
return *c;
|
|
}
|
|
}
|
|
}
|
|
|
|
return baseline;
|
|
}
|
|
|
|
} // namespace ggml_metal_tuning
|