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Results from self hosted Github actions - NVIDIARTX4090
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arjunsuresh committed Oct 10, 2024
1 parent b905763 commit 07e9df2
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| Model | Scenario | Accuracy | Throughput | Latency (in ms) |
|---------------------|------------|-----------------------|--------------|-------------------|
| stable-diffusion-xl | offline | (15.18544, 235.69504) | 0.374 | - |
| stable-diffusion-xl | offline | (15.18544, 235.69504) | 0.375 | - |
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Expand Up @@ -18,7 +18,7 @@ pip install -U cmind

cm rm cache -f

cm pull repo gateoverflow@cm4mlops --checkout=50431589d01cd60060a0d1be3c1f8193d99c6144
cm pull repo gateoverflow@cm4mlops --checkout=52f2ebb1436d6e255d60a3dc0acf99e4f24f492d

cm run script \
--tags=app,mlperf,inference,generic,_reference,_sdxl,_pytorch,_cuda,_test,_r4.1-dev_default,_float16,_offline \
Expand Down Expand Up @@ -91,4 +91,4 @@ Model Precision: fp32
`FID_SCORE`: `235.69504`, Required accuracy for closed division `>= 23.01086` and `<= 23.95008`

### Performance Results
`Samples per second`: `0.373501`
`Samples per second`: `0.375138`
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Expand Up @@ -117,7 +117,7 @@
"script_tags": "detect-os,detect,os,info",
"script_variations": "",
"version": "",
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( offline,_sdxl,_cuda,_pytorch,_float16 )"
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( pytorch,_cuda,_sdxl,_offline,_float16 )"
}
},
{
Expand All @@ -137,7 +137,7 @@
"script_tags": "detect,cpu,detect-cpu,info",
"script_variations": "",
"version": "",
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( offline,_sdxl,_cuda,_pytorch,_float16 )"
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( pytorch,_cuda,_sdxl,_offline,_float16 )"
}
},
{
Expand All @@ -147,7 +147,7 @@
"script_tags": "get,sys-utils-cm",
"script_variations": "",
"version": "",
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( offline,_sdxl,_cuda,_pytorch,_float16 )"
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( pytorch,_cuda,_sdxl,_offline,_float16 )"
}
},
{
Expand All @@ -157,7 +157,7 @@
"script_tags": "get,python,python3,get-python,get-python3",
"script_variations": "",
"version": "3.10.12",
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( offline,_sdxl,_cuda,_pytorch,_float16 )"
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( pytorch,_cuda,_sdxl,_offline,_float16 )"
}
},
{
Expand All @@ -167,7 +167,7 @@
"script_tags": "get,cuda,cuda-compiler,cuda-lib,toolkit,lib,nvcc,get-nvcc,get-cuda,46d133d9ef92422d",
"script_variations": "cudnn",
"version": "12.4",
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( offline,_sdxl,_cuda,_pytorch,_float16 )"
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( pytorch,_cuda,_sdxl,_offline,_float16 )"
}
},
{
Expand All @@ -177,7 +177,7 @@
"script_tags": "get,install,generic,generic-python-lib",
"script_variations": "torch_cuda",
"version": "2.4.1",
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( offline,_sdxl,_cuda,_pytorch,_float16 )"
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( pytorch,_cuda,_sdxl,_offline,_float16 )"
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{
Expand All @@ -187,7 +187,7 @@
"script_tags": "get,install,generic,generic-python-lib",
"script_variations": "torchvision_cuda",
"version": "0.19.1",
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( offline,_sdxl,_cuda,_pytorch,_float16 )"
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( pytorch,_cuda,_sdxl,_offline,_float16 )"
}
},
{
Expand All @@ -197,7 +197,7 @@
"script_tags": "get,raw,ml-model,stable-diffusion,sdxl,text-to-image",
"script_variations": "pytorch",
"version": "",
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( offline,_sdxl,_cuda,_pytorch,_float16 )"
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( pytorch,_cuda,_sdxl,_offline,_float16 )"
}
},
{
Expand All @@ -207,7 +207,7 @@
"script_tags": "get,dataset,coco2014,object-detection,original",
"script_variations": "validation,size.50,with-sample-ids",
"version": "",
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( offline,_sdxl,_cuda,_pytorch,_float16 )"
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( pytorch,_cuda,_sdxl,_offline,_float16 )"
}
},
{
Expand Down Expand Up @@ -287,7 +287,7 @@
"script_tags": "generate,mlperf,inference,user-conf,inference-user-conf",
"script_variations": "",
"version": "",
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( offline,_sdxl,_cuda,_pytorch,_float16 )"
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( pytorch,_cuda,_sdxl,_offline,_float16 )"
}
},
{
Expand All @@ -297,7 +297,7 @@
"script_tags": "get,loadgen,inference,inference-loadgen,mlperf,mlcommons",
"script_variations": "",
"version": "master",
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( offline,_sdxl,_cuda,_pytorch,_float16 )"
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( pytorch,_cuda,_sdxl,_offline,_float16 )"
}
},
{
Expand All @@ -307,7 +307,7 @@
"script_tags": "get,src,source,inference,inference-src,inference-source,mlperf,mlcommons",
"script_variations": "",
"version": "master-git-41fa8aadd1ba0ecc97f6a519d8b42b04278e5f24",
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( offline,_sdxl,_cuda,_pytorch,_float16 )"
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( pytorch,_cuda,_sdxl,_offline,_float16 )"
}
},
{
Expand All @@ -317,7 +317,7 @@
"script_tags": "get,src,source,inference,inference-src,inference-source,mlperf,mlcommons",
"script_variations": "",
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"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( offline,_sdxl,_cuda,_pytorch,_float16 )"
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( pytorch,_cuda,_sdxl,_offline,_float16 )"
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},
{
Expand All @@ -327,7 +327,7 @@
"script_tags": "get,install,generic,generic-python-lib",
"script_variations": "package.psutil",
"version": "6.0.0",
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( offline,_sdxl,_cuda,_pytorch,_float16 )"
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( pytorch,_cuda,_sdxl,_offline,_float16 )"
}
},
{
Expand All @@ -337,7 +337,7 @@
"script_tags": "get,install,generic,generic-python-lib",
"script_variations": "package.diffusers",
"version": "0.30.3",
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( offline,_sdxl,_cuda,_pytorch,_float16 )"
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( pytorch,_cuda,_sdxl,_offline,_float16 )"
}
},
{
Expand All @@ -347,7 +347,7 @@
"script_tags": "get,install,generic,generic-python-lib",
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"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( offline,_sdxl,_cuda,_pytorch,_float16 )"
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( pytorch,_cuda,_sdxl,_offline,_float16 )"
}
},
{
Expand All @@ -357,7 +357,7 @@
"script_tags": "get,install,generic,generic-python-lib",
"script_variations": "package.torchvision",
"version": "0.19.1",
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( offline,_sdxl,_cuda,_pytorch,_float16 )"
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( pytorch,_cuda,_sdxl,_offline,_float16 )"
}
},
{
Expand All @@ -367,7 +367,7 @@
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"script_variations": "package.accelerate",
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"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( offline,_sdxl,_cuda,_pytorch,_float16 )"
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( pytorch,_cuda,_sdxl,_offline,_float16 )"
}
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{
Expand All @@ -377,7 +377,7 @@
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"script_variations": "package.torchmetrics",
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"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( offline,_sdxl,_cuda,_pytorch,_float16 )"
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( pytorch,_cuda,_sdxl,_offline,_float16 )"
}
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{
Expand All @@ -387,7 +387,7 @@
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"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( offline,_sdxl,_cuda,_pytorch,_float16 )"
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}
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{
Expand All @@ -397,7 +397,7 @@
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"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( offline,_sdxl,_cuda,_pytorch,_float16 )"
"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( pytorch,_cuda,_sdxl,_offline,_float16 )"
}
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{
Expand All @@ -407,7 +407,7 @@
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"parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( offline,_sdxl,_cuda,_pytorch,_float16 )"
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}
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{
Expand All @@ -417,7 +417,7 @@
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{
Expand Down Expand Up @@ -457,7 +457,7 @@
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]
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Expand Up @@ -12,6 +12,7 @@
"giturlparse": "0.12.0",
"huggingface-hub": "0.25.1",
"idna": "3.10",
"ijson": "3.3.0",
"importlib_metadata": "8.5.0",
"Jinja2": "3.1.4",
"lightning-utilities": "0.11.7",
Expand Down
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