Superminaren/llama.cpp
1
0
Fork 0
mirror of https://github.com/ggml-org/llama.cpp.git synced 2026-09-04 02:37:27 +02:00
Code Issues Packages Projects Releases Wiki Activity

metal : add fa-vec tuning for M2 Pro (#28122)

Browse Source 
* metal: add fa-vec tuning for M2 Pro

* metal : update fa-vec tuning for M2 Pro with new dtypes
This commit is contained in:
Lukasz Stolcman
2026-09-01 21:24:44 +08:00
committed by GitHub
parent be789c3448
commit 8887a48f05
1 changed files with 191 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files
ggml/src/ggml-metal/ggml-metal-tuning.cpp
+191
View File
@@ -1029,6 +1029,197 @@ constexpr fa_vec_entry_t fa_vec_tuned_table[] = {
{ { 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_PRO, GGML_TYPE_F16, 64, 64, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_F16, 64, 64, -1, 1 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_F16, 128, 128, 2, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_F16, 128, 128, 2, 1 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_F16, 128, 128, 2, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_F16, 128, 128, 2, 3 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_F16, 128, 128, 2, 4 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_F16, 128, 128, 3, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_F16, 128, 128, 3, 3 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_F16, 192, 128, 1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_F16, 192, 128, 1, 1 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_F16, 192, 128, 1, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_F16, 192, 128, 1, 3 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_F16, 192, 128, 1, 4 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_F16, 320, 256, -1, 1 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_F16, 320, 256, 1, 1 }, { 1, 2 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_F16, 320, 256, 1, 3 }, { 1, 2 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_F16, 320, 256, 1, 4 }, { 1, 2 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 32, 32, -1, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 32, 32, 1, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 32, 32, 2, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 32, 32, 3, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 32, 32, 3, 3 }, { 4, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 64, 64, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 64, 64, -1, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 64, 64, 1, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 64, 64, 2, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 64, 64, 3, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 96, 96, 2, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 96, 96, 2, 3 }, { 4, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 96, 96, 3, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 96, 96, 3, 3 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 96, 96, 3, 4 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 128, 128, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 128, 128, -1, 1 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 192, 192, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 192, 192, -1, 1 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 192, 128, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 192, 128, -1, 1 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 256, 256, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 256, 256, -1, 1 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 320, 256, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 320, 256, -1, 1 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 320, 256, 3, 3 }, { 4, 2 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 320, 256, 3, 4 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 512, 512, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 512, 512, -1, 1 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 576, 512, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_0, 576, 512, -1, 1 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_1, 32, 32, -1, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_1, 32, 32, 1, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_1, 32, 32, 2, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_1, 32, 32, 3, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_1, 32, 32, 3, 3 }, { 4, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_1, 64, 64, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_1, 64, 64, -1, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_1, 64, 64, 1, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_1, 96, 96, 2, 3 }, { 4, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_1, 96, 96, 3, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_1, 96, 96, 3, 3 }, { 4, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_1, 128, 128, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_1, 128, 128, -1, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_1, 128, 128, 1, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_1, 128, 128, 2, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_1, 128, 128, 3, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_1, 192, 192, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_1, 192, 192, -1, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_1, 192, 192, 1, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_1, 192, 192, 1, 4 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_1, 192, 192, 2, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_1, 192, 192, 3, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_1, 192, 128, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_1, 192, 128, -1, 1 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_1, 256, 256, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_1, 256, 256, -1, 1 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_1, 320, 256, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_1, 320, 256, -1, 1 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_1, 512, 512, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q4_1, 512, 512, -1, 1 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 32, 32, -1, 1 }, { 4, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 32, 32, 1, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 32, 32, 2, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 32, 32, 3, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 64, 64, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 64, 64, -1, 1 }, { 4, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 64, 64, 1, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 64, 64, 2, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 64, 64, 3, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 96, 96, -1, 1 }, { 4, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 96, 96, 1, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 96, 96, 2, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 96, 96, 2, 4 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 96, 96, 3, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 96, 96, 3, 4 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 128, 128, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 128, 128, -1, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 128, 128, 1, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 128, 128, 2, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 128, 128, 3, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 128, 128, 3, 3 }, { 4, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 192, 192, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 192, 192, -1, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 192, 192, 1, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 192, 128, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 192, 128, -1, 1 }, { 4, 2 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 192, 128, 1, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 192, 128, 1, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 192, 128, 1, 4 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 192, 128, 2, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 192, 128, 3, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 256, 256, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 256, 256, -1, 1 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 320, 256, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 320, 256, -1, 1 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 512, 512, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 512, 512, -1, 1 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 576, 512, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_0, 576, 512, -1, 1 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 32, 32, -1, 1 }, { 4, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 32, 32, 1, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 32, 32, 2, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 32, 32, 3, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 64, 64, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 64, 64, -1, 1 }, { 4, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 64, 64, 1, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 64, 64, 2, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 64, 64, 3, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 96, 96, -1, 1 }, { 4, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 96, 96, 1, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 96, 96, 2, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 96, 96, 3, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 128, 128, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 128, 128, -1, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 128, 128, 1, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 128, 128, 2, 2 }, { 4, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 128, 128, 2, 3 }, { 4, 2 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 128, 128, 3, 2 }, { 4, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 128, 128, 3, 3 }, { 4, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 192, 192, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 192, 192, -1, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 192, 192, 1, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 192, 192, 2, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 192, 192, 3, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 192, 128, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 192, 128, -1, 1 }, { 4, 2 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 192, 128, 1, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 192, 128, 1, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 192, 128, 1, 4 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 192, 128, 2, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 192, 128, 3, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 256, 256, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 256, 256, -1, 1 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 320, 256, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 320, 256, -1, 1 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 512, 512, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 512, 512, -1, 1 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 576, 512, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q5_1, 576, 512, -1, 1 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 32, 32, -1, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 32, 32, 1, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 32, 32, 2, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 32, 32, 2, 4 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 32, 32, 3, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 32, 32, 3, 3 }, { 4, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 64, 64, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 64, 64, -1, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 64, 64, 1, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 64, 64, 2, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 64, 64, 3, 2 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 96, 96, 2, 3 }, { 4, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 96, 96, 3, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 96, 96, 3, 3 }, { 4, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 128, 128, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 128, 128, -1, 1 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 192, 192, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 192, 192, -1, 1 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 192, 128, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 192, 128, -1, 1 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 256, 256, -1, 0 }, { 1, 2 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 256, 256, -1, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 320, 256, -1, 1 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 320, 256, 1, 2 }, { 1, 2 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 320, 256, 1, 4 }, { 1, 2 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 320, 256, 2, 2 }, { 1, 2 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 320, 256, 2, 4 }, { 1, 2 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 320, 256, 3, 2 }, { 1, 2 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 512, 512, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 512, 512, -1, 1 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 576, 512, -1, 0 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_PRO, GGML_TYPE_Q8_0, 576, 512, -1, 1 }, { 1, 4 } },
{ { GGML_METAL_DEVICE_M2_MAX, GGML_TYPE_F16, 32, 32, 1, 3 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_MAX, GGML_TYPE_F16, 32, 32, 2, 3 }, { 2, 4 } },
{ { GGML_METAL_DEVICE_M2_MAX, GGML_TYPE_F16, 64, 64, 1, 0 }, { 1, 4 } },