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updated benhcmakrs with reference llama 2 model

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This commit is contained in:
Donato Capitella
2025-08-18 22:25:28 +01:00
parent b71a37647f
commit 1acda69224
23 changed files with 1247 additions and 53 deletions
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benchmark/results/llama-2-7b.Q4_0__rocm6_4_3-rocwmma.log
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ggml_cuda_init: GGML_CUDA_FORCE_MMQ: no
ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
ggml_cuda_init: found 1 ROCm devices:
Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
| model | size | params | backend | ngl | mmap | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | --: | ---: | --------------: | -------------------: |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 0 | pp512 | 981.76 ± 1.61 |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 0 | tg128 | 49.26 ± 0.00 |
build: 1fe00296 (6182)
benchmark/results/llama-2-7b.Q4_0__rocm6_4_3-rocwmma__fa1.log
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ggml_cuda_init: GGML_CUDA_FORCE_MMQ: no
ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
ggml_cuda_init: found 1 ROCm devices:
Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
| model | size | params | backend | ngl | fa | mmap | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 1 | 0 | pp512 | 1096.97 ± 5.09 |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 1 | 0 | tg128 | 48.33 ± 0.00 |
build: 1fe00296 (6182)
benchmark/results/llama-2-7b.Q4_0__rocm6_4_3-rocwmma__hblt0.log
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ggml_cuda_init: GGML_CUDA_FORCE_MMQ: no
ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
ggml_cuda_init: found 1 ROCm devices:
Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
| model | size | params | backend | ngl | mmap | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | --: | ---: | --------------: | -------------------: |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 0 | pp512 | 348.00 ± 0.44 |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 0 | tg128 | 49.39 ± 0.00 |
build: 1fe00296 (6182)
benchmark/results/llama-2-7b.Q4_0__rocm6_4_3-rocwmma__hblt0__fa1.log
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ggml_cuda_init: GGML_CUDA_FORCE_MMQ: no
ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
ggml_cuda_init: found 1 ROCm devices:
Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
| model | size | params | backend | ngl | fa | mmap | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 1 | 0 | pp512 | 367.46 ± 0.31 |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 1 | 0 | tg128 | 48.20 ± 0.01 |
build: 1fe00296 (6182)
benchmark/results/llama-2-7b.Q4_0__rocm6_4_3.log
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ggml_cuda_init: GGML_CUDA_FORCE_MMQ: no
ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
ggml_cuda_init: found 1 ROCm devices:
Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
| model | size | params | backend | ngl | mmap | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | --: | ---: | --------------: | -------------------: |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 0 | pp512 | 978.30 ± 1.98 |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 0 | tg128 | 49.39 ± 0.00 |
build: 1fe00296 (6182)
benchmark/results/llama-2-7b.Q4_0__rocm6_4_3__fa1.log
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ggml_cuda_init: GGML_CUDA_FORCE_MMQ: no
ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
ggml_cuda_init: found 1 ROCm devices:
Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
| model | size | params | backend | ngl | fa | mmap | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 1 | 0 | pp512 | 686.88 ± 0.38 |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 1 | 0 | tg128 | 48.80 ± 0.00 |
build: 1fe00296 (6182)
benchmark/results/llama-2-7b.Q4_0__rocm6_4_3__hblt0.log
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ggml_cuda_init: GGML_CUDA_FORCE_MMQ: no
ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
ggml_cuda_init: found 1 ROCm devices:
Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
| model | size | params | backend | ngl | mmap | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | --: | ---: | --------------: | -------------------: |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 0 | pp512 | 348.07 ± 0.50 |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 0 | tg128 | 49.36 ± 0.00 |
build: 1fe00296 (6182)
benchmark/results/llama-2-7b.Q4_0__rocm6_4_3__hblt0__fa1.log
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ggml_cuda_init: GGML_CUDA_FORCE_MMQ: no
ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
ggml_cuda_init: found 1 ROCm devices:
Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
| model | size | params | backend | ngl | fa | mmap | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 1 | 0 | pp512 | 307.39 ± 0.70 |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 1 | 0 | tg128 | 48.75 ± 0.00 |
build: 1fe00296 (6182)
benchmark/results/llama-2-7b.Q4_0__rocm7_rc-rocwmma.log
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ggml_cuda_init: GGML_CUDA_FORCE_MMQ: no
ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
ggml_cuda_init: found 1 ROCm devices:
Device 0: AMD Radeon Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
| model | size | params | backend | ngl | mmap | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | --: | ---: | --------------: | -------------------: |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 0 | pp512 | 978.15 ± 1.18 |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 0 | tg128 | 49.15 ± 0.00 |
build: de219279 (6181)
benchmark/results/llama-2-7b.Q4_0__rocm7_rc-rocwmma__fa1.log
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ggml_cuda_init: GGML_CUDA_FORCE_MMQ: no
ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
ggml_cuda_init: found 1 ROCm devices:
Device 0: AMD Radeon Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
| model | size | params | backend | ngl | fa | mmap | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 1 | 0 | pp512 | 1089.54 ± 1.93 |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 1 | 0 | tg128 | 46.47 ± 0.01 |
build: de219279 (6181)
benchmark/results/llama-2-7b.Q4_0__rocm7_rc-rocwmma__hblt0.log
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ggml_cuda_init: GGML_CUDA_FORCE_MMQ: no
ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
ggml_cuda_init: found 1 ROCm devices:
Device 0: AMD Radeon Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
| model | size | params | backend | ngl | mmap | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | --: | ---: | --------------: | -------------------: |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 0 | pp512 | 863.15 ± 2.90 |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 0 | tg128 | 49.09 ± 0.00 |
build: de219279 (6181)
benchmark/results/llama-2-7b.Q4_0__rocm7_rc-rocwmma__hblt0__fa1.log
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ggml_cuda_init: GGML_CUDA_FORCE_MMQ: no
ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
ggml_cuda_init: found 1 ROCm devices:
Device 0: AMD Radeon Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
| model | size | params | backend | ngl | fa | mmap | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 1 | 0 | pp512 | 947.88 ± 1.69 |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 1 | 0 | tg128 | 46.48 ± 0.01 |
build: de219279 (6181)
benchmark/results/llama-2-7b.Q4_0__rocm7_rc.log
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ggml_cuda_init: GGML_CUDA_FORCE_MMQ: no
ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
ggml_cuda_init: found 1 ROCm devices:
Device 0: AMD Radeon Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
| model | size | params | backend | ngl | mmap | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | --: | ---: | --------------: | -------------------: |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 0 | pp512 | 979.59 ± 2.44 |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 0 | tg128 | 49.38 ± 0.00 |
build: de219279 (6181)
benchmark/results/llama-2-7b.Q4_0__rocm7_rc__fa1.log
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ggml_cuda_init: GGML_CUDA_FORCE_MMQ: no
ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
ggml_cuda_init: found 1 ROCm devices:
Device 0: AMD Radeon Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
| model | size | params | backend | ngl | fa | mmap | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 1 | 0 | pp512 | 684.81 ± 1.14 |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 1 | 0 | tg128 | 48.97 ± 0.01 |
build: de219279 (6181)
benchmark/results/llama-2-7b.Q4_0__rocm7_rc__hblt0.log
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ggml_cuda_init: GGML_CUDA_FORCE_MMQ: no
ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
ggml_cuda_init: found 1 ROCm devices:
Device 0: AMD Radeon Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
| model | size | params | backend | ngl | mmap | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | --: | ---: | --------------: | -------------------: |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 0 | pp512 | 865.92 ± 1.53 |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 0 | tg128 | 49.40 ± 0.00 |
build: de219279 (6181)
benchmark/results/llama-2-7b.Q4_0__rocm7_rc__hblt0__fa1.log
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ggml_cuda_init: GGML_CUDA_FORCE_MMQ: no
ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
ggml_cuda_init: found 1 ROCm devices:
Device 0: AMD Radeon Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
| model | size | params | backend | ngl | fa | mmap | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 1 | 0 | pp512 | 630.67 ± 1.16 |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | ROCm | 99 | 1 | 0 | tg128 | 48.83 ± 0.01 |
build: de219279 (6181)
benchmark/results/llama-2-7b.Q4_0__vulkan_amdvlk.log
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ggml_vulkan: Found 1 Vulkan devices:
ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
| model | size | params | backend | ngl | mmap | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | --: | ---: | --------------: | -------------------: |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | Vulkan | 99 | 0 | pp512 | 1305.67 ± 1.36 |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | Vulkan | 99 | 0 | tg128 | 48.48 ± 0.11 |
build: 1fe00296 (6182)
benchmark/results/llama-2-7b.Q4_0__vulkan_amdvlk__fa1.log
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ggml_vulkan: Found 1 Vulkan devices:
ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
| model | size | params | backend | ngl | fa | mmap | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | Vulkan | 99 | 1 | 0 | pp512 | 1377.39 ± 0.62 |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | Vulkan | 99 | 1 | 0 | tg128 | 47.91 ± 0.01 |
build: 1fe00296 (6182)
benchmark/results/llama-2-7b.Q4_0__vulkan_radv.log
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ggml_vulkan: Found 1 Vulkan devices:
ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
| model | size | params | backend | ngl | mmap | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | --: | ---: | --------------: | -------------------: |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | Vulkan | 99 | 0 | pp512 | 875.74 ± 6.47 |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | Vulkan | 99 | 0 | tg128 | 52.85 ± 0.12 |
build: 1fe00296 (6182)
benchmark/results/llama-2-7b.Q4_0__vulkan_radv__fa1.log
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ggml_vulkan: Found 1 Vulkan devices:
ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
| model | size | params | backend | ngl | fa | mmap | test | t/s |
| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | Vulkan | 99 | 1 | 0 | pp512 | 957.61 ± 5.26 |
| llama 7B Q4_0 | 3.56 GiB | 6.74 B | Vulkan | 99 | 1 | 0 | tg128 | 52.16 ± 0.08 |
build: 1fe00296 (6182)