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Results from self hosted Github actions - NVIDIARTX4090
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arjunsuresh committed Nov 6, 2024
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| Model | Scenario | Accuracy | Throughput | Latency (in ms) |
|---------------------|------------|-----------------------|--------------|-------------------|
| stable-diffusion-xl | offline | (16.62979, 232.37093) | 1.14 | - |
| stable-diffusion-xl | offline | (16.63198, 232.06945) | 1.139 | - |
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Expand Up @@ -8,7 +8,7 @@ This experiment is generated using the [MLCommons Collective Mind automation fra
* CPU version: x86_64
* Python version: 3.8.10 (default, Sep 11 2024, 16:02:53)
[GCC 9.4.0]
* MLCommons CM version: 3.2.9
* MLCommons CM version: 3.3.4

## CM Run Command

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cm rm cache -f

cm pull repo gateoverflow@cm4mlops --checkout=82c6af20bf4b338f05c9b3289fb2524d31bac694
cm pull repo gateoverflow@cm4mlops --checkout=244952d648e67f0aaa9483d08d78267f9944f463

cm run script \
--tags=app,mlperf,inference,generic,_nvidia,_sdxl,_tensorrt,_test,_r4.1-dev_default,_float16,_offline \
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--env.CM_MLPERF_LOADGEN_MODES,=performance,accuracy \
--env.CM_OUTPUT_FOLDER_NAME=test_results \
--env.CM_DOCKER_REUSE_EXISTING_CONTAINER=no \
--env.CM_DOCKER_DETACHED_MODE=yes \
--add_deps_recursive.get-mlperf-inference-results-dir.tags=_version.r4_1-dev \
--add_deps_recursive.get-mlperf-inference-submission-dir.tags=_version.r4_1-dev \
--add_deps_recursive.mlperf-inference-nvidia-scratch-space.tags=_version.r4_1-dev \
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Model Precision: int8

### Accuracy Results
`CLIP_SCORE`: `16.62979`, Required accuracy for closed division `>= 31.68632` and `<= 31.81332`
`FID_SCORE`: `232.37093`, Required accuracy for closed division `>= 23.01086` and `<= 23.95008`
`CLIP_SCORE`: `16.63198`, Required accuracy for closed division `>= 31.68632` and `<= 31.81332`
`FID_SCORE`: `232.06945`, Required accuracy for closed division `>= 23.01086` and `<= 23.95008`

### Performance Results
`Samples per second`: `1.14043`
`Samples per second`: `1.13875`

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Expand Up @@ -26,5 +26,5 @@
],
"CM_HOST_PLATFORM_FLAVOR": "x86_64",
"CM_HOST_PYTHON_BITS": "64",
"CM_HOST_SYSTEM_NAME": "503467f32565"
"CM_HOST_SYSTEM_NAME": "e11d9be785c0"
}
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Expand Up @@ -9,15 +9,15 @@
"astunparse": "1.6.3",
"async-timeout": "4.0.3",
"attrs": "24.2.0",
"boto3": "1.35.52",
"botocore": "1.35.52",
"boto3": "1.35.54",
"botocore": "1.35.54",
"certifi": "2024.8.30",
"charset-normalizer": "3.4.0",
"cmind": "3.2.9",
"cmind": "3.3.4",
"colored": "1.4.4",
"coloredlogs": "15.0.1",
"cuda-python": "12.3.0",
"datasets": "3.0.2",
"datasets": "3.1.0",
"dbus-python": "1.2.16",
"diffusers": "0.31.0",
"dill": "0.3.8",
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"tensorrt-dispatch": "9.3.0.post12.dev1",
"tensorrt-lean": "9.3.0.post12.dev1",
"timm": "1.0.11",
"tokenizers": "0.20.1",
"tokenizers": "0.20.3",
"torch": "2.1.0a0+git32f93b1",
"torch-fidelity": "0.3.0",
"torchmetrics": "1.5.1",
"torchvision": "0.16.0a0+657027f",
"tqdm": "4.66.6",
"transformers": "4.46.1",
"transformers": "4.46.2",
"typing-extensions": "4.12.2",
"tzdata": "2024.2",
"urllib3": "1.26.20",
"urllib3": "2.2.3",
"wcwidth": "0.2.13",
"wheel": "0.34.2",
"xxhash": "3.5.0",
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