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llama.cpp-mtp-turboquant/bench-smem-m5-smem.txt
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=== SMEM M5 Benchmark: smem ===
Model: Qwen3.5-35B-A3B-Q8_0.gguf
Date: Sat Mar 28 22:02:19 CDT 2026
--- turbo3 @ short ---
ggml_metal_device_init: testing tensor API for f16 support
ggml_metal_library_compile_pipeline: compiling pipeline: base = 'dummy_kernel', name = 'dummy_kernel'
ggml_metal_library_compile_pipeline: loaded dummy_kernel 0x104fbb670 | th_max = 1024 | th_width = 32
ggml_metal_device_init: testing tensor API for bfloat support
ggml_metal_library_compile_pipeline: compiling pipeline: base = 'dummy_kernel', name = 'dummy_kernel'
ggml_metal_library_compile_pipeline: loaded dummy_kernel 0x104fbb5f0 | th_max = 1024 | th_width = 32
ggml_metal_library_init: using embedded metal library
ggml_metal_library_init: turbo3 sparse V dequant enabled
ggml_metal_library_init: loaded in 7.366 sec
ggml_metal_rsets_init: creating a residency set collection (keep_alive = 180 s)
ggml_metal_device_init: GPU name: MTL0
ggml_metal_device_init: GPU family: MTLGPUFamilyApple10 (1010)
ggml_metal_device_init: GPU family: MTLGPUFamilyCommon3 (3003)
ggml_metal_device_init: GPU family: MTLGPUFamilyMetal4 (5002)
ggml_metal_device_init: simdgroup reduction = true
ggml_metal_device_init: simdgroup matrix mul. = true
ggml_metal_device_init: has unified memory = true
ggml_metal_device_init: has bfloat = true
ggml_metal_device_init: has tensor = true
ggml_metal_device_init: use residency sets = true
ggml_metal_device_init: use shared buffers = true
ggml_metal_device_init: recommendedMaxWorkingSetSize = 115448.73 MB
| model | size | params | backend | threads | type_k | type_v | fa | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | ------: | -----: | -----: | -: | --------------: | -------------------: |
| qwen35moe 35B.A3B Q8_0 | 34.36 GiB | 34.66 B | MTL,BLAS | 1 | turbo3 | turbo3 | 1 | tg128 | 18.39 ± 0.76 |
build: 13afec1 (178)
--- turbo3 @ 8192 ---
ggml_metal_device_init: testing tensor API for f16 support
ggml_metal_library_compile_pipeline: compiling pipeline: base = 'dummy_kernel', name = 'dummy_kernel'
ggml_metal_library_compile_pipeline: loaded dummy_kernel 0x101ee3e50 | th_max = 1024 | th_width = 32
ggml_metal_device_init: testing tensor API for bfloat support
ggml_metal_library_compile_pipeline: compiling pipeline: base = 'dummy_kernel', name = 'dummy_kernel'
ggml_metal_library_compile_pipeline: loaded dummy_kernel 0x101ee3dd0 | th_max = 1024 | th_width = 32
ggml_metal_library_init: using embedded metal library
ggml_metal_library_init: turbo3 sparse V dequant enabled
ggml_metal_library_init: loaded in 0.009 sec
ggml_metal_rsets_init: creating a residency set collection (keep_alive = 180 s)
ggml_metal_device_init: GPU name: MTL0
ggml_metal_device_init: GPU family: MTLGPUFamilyApple10 (1010)
ggml_metal_device_init: GPU family: MTLGPUFamilyCommon3 (3003)
ggml_metal_device_init: GPU family: MTLGPUFamilyMetal4 (5002)
ggml_metal_device_init: simdgroup reduction = true
ggml_metal_device_init: simdgroup matrix mul. = true
ggml_metal_device_init: has unified memory = true
ggml_metal_device_init: has bfloat = true
ggml_metal_device_init: has tensor = true
ggml_metal_device_init: use residency sets = true
ggml_metal_device_init: use shared buffers = true
ggml_metal_device_init: recommendedMaxWorkingSetSize = 115448.73 MB
| model | size | params | backend | threads | type_k | type_v | fa | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | ------: | -----: | -----: | -: | --------------: | -------------------: |
| qwen35moe 35B.A3B Q8_0 | 34.36 GiB | 34.66 B | MTL,BLAS | 1 | turbo3 | turbo3 | 1 | pp16384 | 1337.26 ± 261.92 |
| model | size | params | backend | threads | type_k | type_v | fa | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | ------: | -----: | -----: | -: | --------------: | -------------------: |
| qwen35moe 35B.A3B Q8_0 | 34.36 GiB | 34.66 B | MTL,BLAS | 1 | turbo3 | turbo3 | 1 | pp8192 | 1442.03 ± 393.22 |
| qwen35moe 35B.A3B Q8_0 | 34.36 GiB | 34.66 B | MTL,BLAS | 1 | turbo3 | turbo3 | 1 | tg128 | 40.38 ± 18.10 |
build: 13afec1 (178)
--- turbo3 @ 32768 ---
ggml_metal_device_init: testing tensor API for f16 support
ggml_metal_library_compile_pipeline: compiling pipeline: base = 'dummy_kernel', name = 'dummy_kernel'
ggml_metal_library_compile_pipeline: loaded dummy_kernel 0x105a3f890 | th_max = 1024 | th_width = 32
ggml_metal_device_init: testing tensor API for bfloat support
ggml_metal_library_compile_pipeline: compiling pipeline: base = 'dummy_kernel', name = 'dummy_kernel'
ggml_metal_library_compile_pipeline: loaded dummy_kernel 0x105a3e710 | th_max = 1024 | th_width = 32
ggml_metal_library_init: using embedded metal library
ggml_metal_library_init: turbo3 sparse V dequant enabled
ggml_metal_library_init: turbo3/4 SMEM pre-dequant enabled
ggml_metal_library_init: loaded in 0.010 sec
ggml_metal_rsets_init: creating a residency set collection (keep_alive = 180 s)
ggml_metal_device_init: GPU name: MTL0
ggml_metal_device_init: GPU family: MTLGPUFamilyApple10 (1010)
ggml_metal_device_init: GPU family: MTLGPUFamilyCommon3 (3003)
ggml_metal_device_init: GPU family: MTLGPUFamilyMetal4 (5002)
ggml_metal_device_init: simdgroup reduction = true
ggml_metal_device_init: simdgroup matrix mul. = true
ggml_metal_device_init: has unified memory = true
ggml_metal_device_init: has bfloat = true
ggml_metal_device_init: has tensor = true
ggml_metal_device_init: use residency sets = true
ggml_metal_device_init: use shared buffers = true
ggml_metal_device_init: recommendedMaxWorkingSetSize = 115448.73 MB
| qwen35moe 35B.A3B Q8_0 | 34.36 GiB | 34.66 B | MTL,BLAS | 1 | turbo3 | turbo3 | 1 | tg128 | 58.20 ± 8.75 |
build: 13afec1 (178)
--- turbo3 @ 16384 ---
ggml_metal_device_init: testing tensor API for f16 support
ggml_metal_library_compile_pipeline: compiling pipeline: base = 'dummy_kernel', name = 'dummy_kernel'
ggml_metal_library_compile_pipeline: loaded dummy_kernel 0x103d7b200 | th_max = 1024 | th_width = 32
ggml_metal_device_init: testing tensor API for bfloat support
ggml_metal_library_compile_pipeline: compiling pipeline: base = 'dummy_kernel', name = 'dummy_kernel'
ggml_metal_library_compile_pipeline: loaded dummy_kernel 0x103d7b180 | th_max = 1024 | th_width = 32
ggml_metal_library_init: using embedded metal library
ggml_metal_library_init: turbo3 sparse V dequant enabled
ggml_metal_library_init: loaded in 0.009 sec
ggml_metal_rsets_init: creating a residency set collection (keep_alive = 180 s)
ggml_metal_device_init: GPU name: MTL0
ggml_metal_device_init: GPU family: MTLGPUFamilyApple10 (1010)
ggml_metal_device_init: GPU family: MTLGPUFamilyCommon3 (3003)
ggml_metal_device_init: GPU family: MTLGPUFamilyMetal4 (5002)
ggml_metal_device_init: simdgroup reduction = true
ggml_metal_device_init: simdgroup matrix mul. = true
ggml_metal_device_init: has unified memory = true
ggml_metal_device_init: has bfloat = true
ggml_metal_device_init: has tensor = true
ggml_metal_device_init: use residency sets = true
ggml_metal_device_init: use shared buffers = true
ggml_metal_device_init: recommendedMaxWorkingSetSize = 115448.73 MB
| model | size | params | backend | threads | type_k | type_v | fa | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | ------: | -----: | -----: | -: | --------------: | -------------------: |
| qwen35moe 35B.A3B Q8_0 | 34.36 GiB | 34.66 B | MTL,BLAS | 1 | turbo3 | turbo3 | 1 | pp16384 | 792.76 ± 57.30 |
| qwen35moe 35B.A3B Q8_0 | 34.36 GiB | 34.66 B | MTL,BLAS | 1 | turbo3 | turbo3 | 1 | tg128 | 16.47 ± 1.39 |
build: 13afec1 (178)
--- turbo3 @ 32768 ---
ggml_metal_device_init: testing tensor API for f16 support
ggml_metal_library_compile_pipeline: compiling pipeline: base = 'dummy_kernel', name = 'dummy_kernel'
ggml_metal_library_compile_pipeline: loaded dummy_kernel 0x104dc31e0 | th_max = 1024 | th_width = 32
ggml_metal_device_init: testing tensor API for bfloat support
ggml_metal_library_compile_pipeline: compiling pipeline: base = 'dummy_kernel', name = 'dummy_kernel'
ggml_metal_library_compile_pipeline: loaded dummy_kernel 0x104dc3160 | th_max = 1024 | th_width = 32
ggml_metal_library_init: using embedded metal library
ggml_metal_library_init: turbo3 sparse V dequant enabled
ggml_metal_library_init: loaded in 0.009 sec
ggml_metal_rsets_init: creating a residency set collection (keep_alive = 180 s)
ggml_metal_device_init: GPU name: MTL0
ggml_metal_device_init: GPU family: MTLGPUFamilyApple10 (1010)
ggml_metal_device_init: GPU family: MTLGPUFamilyCommon3 (3003)
ggml_metal_device_init: GPU family: MTLGPUFamilyMetal4 (5002)
ggml_metal_device_init: simdgroup reduction = true
ggml_metal_device_init: simdgroup matrix mul. = true
ggml_metal_device_init: has unified memory = true
ggml_metal_device_init: has bfloat = true
ggml_metal_device_init: has tensor = true
ggml_metal_device_init: use residency sets = true
ggml_metal_device_init: use shared buffers = true
ggml_metal_device_init: recommendedMaxWorkingSetSize = 115448.73 MB
| model | size | params | backend | threads | type_k | type_v | fa | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | ------: | -----: | -----: | -: | --------------: | -------------------: |
| qwen35moe 35B.A3B Q8_0 | 34.36 GiB | 34.66 B | MTL,BLAS | 1 | turbo3 | turbo3 | 1 | pp32768 | 806.43 ± 177.53 |
| qwen35moe 35B.A3B Q8_0 | 34.36 GiB | 34.66 B | MTL,BLAS | 1 | turbo3 | turbo3 | 1 | tg128 | 16.19 ± 1.11 |
build: 13afec1 (178)
--- turbo4 @ short ---
ggml_metal_device_init: testing tensor API for f16 support
ggml_metal_library_compile_pipeline: compiling pipeline: base = 'dummy_kernel', name = 'dummy_kernel'
ggml_metal_library_compile_pipeline: loaded dummy_kernel 0x105ccfa30 | th_max = 1024 | th_width = 32
ggml_metal_device_init: testing tensor API for bfloat support
ggml_metal_library_compile_pipeline: compiling pipeline: base = 'dummy_kernel', name = 'dummy_kernel'
ggml_metal_library_compile_pipeline: loaded dummy_kernel 0x105cce8b0 | th_max = 1024 | th_width = 32
ggml_metal_library_init: using embedded metal library
ggml_metal_library_init: turbo3 sparse V dequant enabled
ggml_metal_library_init: turbo3/4 SMEM pre-dequant enabled
ggml_metal_library_init: loaded in 0.008 sec
ggml_metal_rsets_init: creating a residency set collection (keep_alive = 180 s)
ggml_metal_device_init: GPU name: MTL0
ggml_metal_device_init: GPU family: MTLGPUFamilyApple10 (1010)
ggml_metal_device_init: GPU family: MTLGPUFamilyCommon3 (3003)
ggml_metal_device_init: GPU family: MTLGPUFamilyMetal4 (5002)
ggml_metal_device_init: simdgroup reduction = true
ggml_metal_device_init: simdgroup matrix mul. = true
ggml_metal_device_init: has unified memory = true
ggml_metal_device_init: has bfloat = true
ggml_metal_device_init: has tensor = true
ggml_metal_device_init: use residency sets = true
ggml_metal_device_init: use shared buffers = true
ggml_metal_device_init: recommendedMaxWorkingSetSize = 115448.73 MB
| model | size | params | backend | threads | type_k | type_v | fa | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | ------: | -----: | -----: | -: | --------------: | -------------------: |
| qwen35moe 35B.A3B Q8_0 | 34.36 GiB | 34.66 B | MTL,BLAS | 1 | turbo4 | turbo4 | 1 | tg128 | 16.93 ± 0.97 |
build: 13afec1 (178)
--- turbo4 @ 8192 ---
ggml_metal_device_init: testing tensor API for f16 support
ggml_metal_library_compile_pipeline: compiling pipeline: base = 'dummy_kernel', name = 'dummy_kernel'
ggml_metal_library_compile_pipeline: loaded dummy_kernel 0x10561bc80 | th_max = 1024 | th_width = 32
ggml_metal_device_init: testing tensor API for bfloat support
ggml_metal_library_compile_pipeline: compiling pipeline: base = 'dummy_kernel', name = 'dummy_kernel'
ggml_metal_library_compile_pipeline: loaded dummy_kernel 0x10561ab00 | th_max = 1024 | th_width = 32
ggml_metal_library_init: using embedded metal library
ggml_metal_library_init: turbo3 sparse V dequant enabled
ggml_metal_library_init: turbo3/4 SMEM pre-dequant enabled
ggml_metal_library_init: loaded in 0.008 sec
ggml_metal_rsets_init: creating a residency set collection (keep_alive = 180 s)
ggml_metal_device_init: GPU name: MTL0
ggml_metal_device_init: GPU family: MTLGPUFamilyApple10 (1010)
ggml_metal_device_init: GPU family: MTLGPUFamilyCommon3 (3003)
ggml_metal_device_init: GPU family: MTLGPUFamilyMetal4 (5002)
ggml_metal_device_init: simdgroup reduction = true
ggml_metal_device_init: simdgroup matrix mul. = true
ggml_metal_device_init: has unified memory = true
ggml_metal_device_init: has bfloat = true
ggml_metal_device_init: has tensor = true
ggml_metal_device_init: use residency sets = true
ggml_metal_device_init: use shared buffers = true
ggml_metal_device_init: recommendedMaxWorkingSetSize = 115448.73 MB
| model | size | params | backend | threads | type_k | type_v | fa | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | ------: | -----: | -----: | -: | --------------: | -------------------: |
| qwen35moe 35B.A3B Q8_0 | 34.36 GiB | 34.66 B | MTL,BLAS | 1 | turbo4 | turbo4 | 1 | pp8192 | 942.18 ± 77.19 |
| model | size | params | backend | threads | type_k | type_v | fa | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | ------: | -----: | -----: | -: | --------------: | -------------------: |
| qwen35moe 35B.A3B Q8_0 | 34.36 GiB | 34.66 B | MTL,BLAS | 1 | turbo3 | turbo3 | 1 | pp32768 | 941.24 ± 180.34 |
| qwen35moe 35B.A3B Q8_0 | 34.36 GiB | 34.66 B | MTL,BLAS | 1 | turbo4 | turbo4 | 1 | tg128 | 44.84 ± 18.74 |
build: 13afec1 (178)
--- turbo4 @ 16384 ---
ggml_metal_device_init: testing tensor API for f16 support
ggml_metal_library_compile_pipeline: compiling pipeline: base = 'dummy_kernel', name = 'dummy_kernel'
ggml_metal_library_compile_pipeline: loaded dummy_kernel 0x1038a3d70 | th_max = 1024 | th_width = 32
ggml_metal_device_init: testing tensor API for bfloat support
ggml_metal_library_compile_pipeline: compiling pipeline: base = 'dummy_kernel', name = 'dummy_kernel'
ggml_metal_library_compile_pipeline: loaded dummy_kernel 0x1038a2bf0 | th_max = 1024 | th_width = 32
ggml_metal_library_init: using embedded metal library
ggml_metal_library_init: turbo3 sparse V dequant enabled
ggml_metal_library_init: turbo3/4 SMEM pre-dequant enabled
ggml_metal_library_init: loaded in 0.008 sec
ggml_metal_rsets_init: creating a residency set collection (keep_alive = 180 s)
ggml_metal_device_init: GPU name: MTL0
ggml_metal_device_init: GPU family: MTLGPUFamilyApple10 (1010)
ggml_metal_device_init: GPU family: MTLGPUFamilyCommon3 (3003)
ggml_metal_device_init: GPU family: MTLGPUFamilyMetal4 (5002)
ggml_metal_device_init: simdgroup reduction = true
ggml_metal_device_init: simdgroup matrix mul. = true
ggml_metal_device_init: has unified memory = true
ggml_metal_device_init: has bfloat = true
ggml_metal_device_init: has tensor = true
ggml_metal_device_init: use residency sets = true
ggml_metal_device_init: use shared buffers = true
ggml_metal_device_init: recommendedMaxWorkingSetSize = 115448.73 MB
| qwen35moe 35B.A3B Q8_0 | 34.36 GiB | 34.66 B | MTL,BLAS | 1 | turbo3 | turbo3 | 1 | tg128 | 61.97 ± 9.79 |
build: 13afec1 (178)
--- turbo4 @ short ---
ggml_metal_device_init: testing tensor API for f16 support
ggml_metal_library_compile_pipeline: compiling pipeline: base = 'dummy_kernel', name = 'dummy_kernel'
ggml_metal_library_compile_pipeline: loaded dummy_kernel 0x10170b580 | th_max = 1024 | th_width = 32
ggml_metal_device_init: testing tensor API for bfloat support
ggml_metal_library_compile_pipeline: compiling pipeline: base = 'dummy_kernel', name = 'dummy_kernel'
ggml_metal_library_compile_pipeline: loaded dummy_kernel 0x10170b500 | th_max = 1024 | th_width = 32
ggml_metal_library_init: using embedded metal library
ggml_metal_library_init: turbo3 sparse V dequant enabled
ggml_metal_library_init: loaded in 0.008 sec
ggml_metal_rsets_init: creating a residency set collection (keep_alive = 180 s)
ggml_metal_device_init: GPU name: MTL0
ggml_metal_device_init: GPU family: MTLGPUFamilyApple10 (1010)
ggml_metal_device_init: GPU family: MTLGPUFamilyCommon3 (3003)
ggml_metal_device_init: GPU family: MTLGPUFamilyMetal4 (5002)
ggml_metal_device_init: simdgroup reduction = true
ggml_metal_device_init: simdgroup matrix mul. = true
ggml_metal_device_init: has unified memory = true
ggml_metal_device_init: has bfloat = true
ggml_metal_device_init: has tensor = true
ggml_metal_device_init: use residency sets = true
ggml_metal_device_init: use shared buffers = true
ggml_metal_device_init: recommendedMaxWorkingSetSize = 115448.73 MB
| model | size | params | backend | threads | type_k | type_v | fa | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | ------: | -----: | -----: | -: | --------------: | -------------------: |
| qwen35moe 35B.A3B Q8_0 | 34.36 GiB | 34.66 B | MTL,BLAS | 1 | turbo4 | turbo4 | 1 | tg128 | 17.82 ± 0.64 |
build: 13afec1 (178)
--- turbo4 @ 8192 ---
ggml_metal_device_init: testing tensor API for f16 support
ggml_metal_library_compile_pipeline: compiling pipeline: base = 'dummy_kernel', name = 'dummy_kernel'
ggml_metal_library_compile_pipeline: loaded dummy_kernel 0x103dab490 | th_max = 1024 | th_width = 32
ggml_metal_device_init: testing tensor API for bfloat support
ggml_metal_library_compile_pipeline: compiling pipeline: base = 'dummy_kernel', name = 'dummy_kernel'
ggml_metal_library_compile_pipeline: loaded dummy_kernel 0x103dab410 | th_max = 1024 | th_width = 32
ggml_metal_library_init: using embedded metal library
ggml_metal_library_init: turbo3 sparse V dequant enabled
ggml_metal_library_init: loaded in 0.009 sec
ggml_metal_rsets_init: creating a residency set collection (keep_alive = 180 s)
ggml_metal_device_init: GPU name: MTL0
ggml_metal_device_init: GPU family: MTLGPUFamilyApple10 (1010)
ggml_metal_device_init: GPU family: MTLGPUFamilyCommon3 (3003)
ggml_metal_device_init: GPU family: MTLGPUFamilyMetal4 (5002)
ggml_metal_device_init: simdgroup reduction = true
ggml_metal_device_init: simdgroup matrix mul. = true
ggml_metal_device_init: has unified memory = true
ggml_metal_device_init: has bfloat = true
ggml_metal_device_init: has tensor = true
ggml_metal_device_init: use residency sets = true
ggml_metal_device_init: use shared buffers = true
ggml_metal_device_init: recommendedMaxWorkingSetSize = 115448.73 MB
| model | size | params | backend | threads | type_k | type_v | fa | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | ------: | -----: | -----: | -: | --------------: | -------------------: |
| qwen35moe 35B.A3B Q8_0 | 34.36 GiB | 34.66 B | MTL,BLAS | 1 | turbo4 | turbo4 | 1 | pp16384 | 1187.08 ± 274.35 |
| model | size | params | backend | threads | type_k | type_v | fa | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | ------: | -----: | -----: | -: | --------------: | -------------------: |
| qwen35moe 35B.A3B Q8_0 | 34.36 GiB | 34.66 B | MTL,BLAS | 1 | turbo4 | turbo4 | 1 | pp8192 | 1098.56 ± 217.82 |
| qwen35moe 35B.A3B Q8_0 | 34.36 GiB | 34.66 B | MTL,BLAS | 1 | turbo4 | turbo4 | 1 | tg128 | 50.13 ± 12.92 |
build: 13afec1 (178)
--- turbo4 @ 32768 ---
ggml_metal_device_init: testing tensor API for f16 support
ggml_metal_library_compile_pipeline: compiling pipeline: base = 'dummy_kernel', name = 'dummy_kernel'
ggml_metal_library_compile_pipeline: loaded dummy_kernel 0x105f20300 | th_max = 1024 | th_width = 32
ggml_metal_device_init: testing tensor API for bfloat support
ggml_metal_library_compile_pipeline: compiling pipeline: base = 'dummy_kernel', name = 'dummy_kernel'
ggml_metal_library_compile_pipeline: loaded dummy_kernel 0x105f1f180 | th_max = 1024 | th_width = 32
ggml_metal_library_init: using embedded metal library
ggml_metal_library_init: turbo3 sparse V dequant enabled
ggml_metal_library_init: turbo3/4 SMEM pre-dequant enabled
ggml_metal_library_init: loaded in 0.008 sec
ggml_metal_rsets_init: creating a residency set collection (keep_alive = 180 s)
ggml_metal_device_init: GPU name: MTL0
ggml_metal_device_init: GPU family: MTLGPUFamilyApple10 (1010)
ggml_metal_device_init: GPU family: MTLGPUFamilyCommon3 (3003)
ggml_metal_device_init: GPU family: MTLGPUFamilyMetal4 (5002)
ggml_metal_device_init: simdgroup reduction = true
ggml_metal_device_init: simdgroup matrix mul. = true
ggml_metal_device_init: has unified memory = true
ggml_metal_device_init: has bfloat = true
ggml_metal_device_init: has tensor = true
ggml_metal_device_init: use residency sets = true
ggml_metal_device_init: use shared buffers = true
ggml_metal_device_init: recommendedMaxWorkingSetSize = 115448.73 MB
| qwen35moe 35B.A3B Q8_0 | 34.36 GiB | 34.66 B | MTL,BLAS | 1 | turbo4 | turbo4 | 1 | tg128 | 58.25 ± 4.07 |
build: 13afec1 (178)
--- turbo4 @ 16384 ---
ggml_metal_device_init: testing tensor API for f16 support
ggml_metal_library_compile_pipeline: compiling pipeline: base = 'dummy_kernel', name = 'dummy_kernel'
ggml_metal_library_compile_pipeline: loaded dummy_kernel 0x10588f220 | th_max = 1024 | th_width = 32
ggml_metal_device_init: testing tensor API for bfloat support
ggml_metal_library_compile_pipeline: compiling pipeline: base = 'dummy_kernel', name = 'dummy_kernel'
ggml_metal_library_compile_pipeline: loaded dummy_kernel 0x10588f1a0 | th_max = 1024 | th_width = 32
ggml_metal_library_init: using embedded metal library
ggml_metal_library_init: turbo3 sparse V dequant enabled
ggml_metal_library_init: loaded in 0.008 sec
ggml_metal_rsets_init: creating a residency set collection (keep_alive = 180 s)
ggml_metal_device_init: GPU name: MTL0
ggml_metal_device_init: GPU family: MTLGPUFamilyApple10 (1010)
ggml_metal_device_init: GPU family: MTLGPUFamilyCommon3 (3003)
ggml_metal_device_init: GPU family: MTLGPUFamilyMetal4 (5002)
ggml_metal_device_init: simdgroup reduction = true
ggml_metal_device_init: simdgroup matrix mul. = true
ggml_metal_device_init: has unified memory = true
ggml_metal_device_init: has bfloat = true
ggml_metal_device_init: has tensor = true
ggml_metal_device_init: use residency sets = true
ggml_metal_device_init: use shared buffers = true
ggml_metal_device_init: recommendedMaxWorkingSetSize = 115448.73 MB
| model | size | params | backend | threads | type_k | type_v | fa | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | ------: | -----: | -----: | -: | --------------: | -------------------: |
| qwen35moe 35B.A3B Q8_0 | 34.36 GiB | 34.66 B | MTL,BLAS | 1 | turbo4 | turbo4 | 1 | pp16384 | 755.20 ± 28.45 |
| qwen35moe 35B.A3B Q8_0 | 34.36 GiB | 34.66 B | MTL,BLAS | 1 | turbo4 | turbo4 | 1 | tg128 | 15.58 ± 1.31 |
build: 13afec1 (178)
--- turbo4 @ 32768 ---
ggml_metal_device_init: testing tensor API for f16 support
ggml_metal_library_compile_pipeline: compiling pipeline: base = 'dummy_kernel', name = 'dummy_kernel'
ggml_metal_library_compile_pipeline: loaded dummy_kernel 0x1018533e0 | th_max = 1024 | th_width = 32
ggml_metal_device_init: testing tensor API for bfloat support
ggml_metal_library_compile_pipeline: compiling pipeline: base = 'dummy_kernel', name = 'dummy_kernel'
ggml_metal_library_compile_pipeline: loaded dummy_kernel 0x101853360 | th_max = 1024 | th_width = 32
ggml_metal_library_init: using embedded metal library
ggml_metal_library_init: turbo3 sparse V dequant enabled
ggml_metal_library_init: loaded in 0.009 sec
ggml_metal_rsets_init: creating a residency set collection (keep_alive = 180 s)
ggml_metal_device_init: GPU name: MTL0
ggml_metal_device_init: GPU family: MTLGPUFamilyApple10 (1010)
ggml_metal_device_init: GPU family: MTLGPUFamilyCommon3 (3003)
ggml_metal_device_init: GPU family: MTLGPUFamilyMetal4 (5002)
ggml_metal_device_init: simdgroup reduction = true
ggml_metal_device_init: simdgroup matrix mul. = true
ggml_metal_device_init: has unified memory = true
ggml_metal_device_init: has bfloat = true
ggml_metal_device_init: has tensor = true
ggml_metal_device_init: use residency sets = true
ggml_metal_device_init: use shared buffers = true
ggml_metal_device_init: recommendedMaxWorkingSetSize = 115448.73 MB
| model | size | params | backend | threads | type_k | type_v | fa | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | ------: | -----: | -----: | -: | --------------: | -------------------: |
| qwen35moe 35B.A3B Q8_0 | 34.36 GiB | 34.66 B | MTL,BLAS | 1 | turbo4 | turbo4 | 1 | pp32768 | 732.00 ± 172.10 |
| qwen35moe 35B.A3B Q8_0 | 34.36 GiB | 34.66 B | MTL,BLAS | 1 | turbo4 | turbo4 | 1 | tg128 | 16.29 ± 1.78 |
build: 13afec1 (178)
SKIP: q8_0 + smem (q8_0 unaffected by SMEM)
SKIP: q8_0 + smem (q8_0 unaffected by SMEM)
SKIP: q8_0 + smem (q8_0 unaffected by SMEM)
SKIP: q8_0 + smem (q8_0 unaffected by SMEM)
=== Done: smem ===
| model | size | params | backend | threads | type_k | type_v | fa | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | ------: | -----: | -----: | -: | --------------: | -------------------: |
| qwen35moe 35B.A3B Q8_0 | 34.36 GiB | 34.66 B | MTL,BLAS | 1 | turbo4 | turbo4 | 1 | pp32768 | 1018.88 ± 235.19 |
| qwen35moe 35B.A3B Q8_0 | 34.36 GiB | 34.66 B | MTL,BLAS | 1 | turbo4 | turbo4 | 1 | tg128 | 81.62 ± 0.05 |
build: 13afec1 (178)
SKIP: q8_0 + smem (q8_0 unaffected by SMEM)
SKIP: q8_0 + smem (q8_0 unaffected by SMEM)
SKIP: q8_0 + smem (q8_0 unaffected by SMEM)
SKIP: q8_0 + smem (q8_0 unaffected by SMEM)
=== Done: smem ===
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