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metal: add fa-vec tunings for M3 Ultra (#27999)

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This commit is contained in:
Nils Gladitz
2026-08-30 08:06:29 +02:00
committed by GitHub
parent b8b743c3c1
commit 093adb242e
1 changed files with 198 additions and 0 deletions
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ggml/src/ggml-metal/ggml-metal-tuning.cpp
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@@ -1024,6 +1024,204 @@ constexpr fa_vec_entry_t fa_vec_tuned_table[] = {
{ { 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 } },