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Results from self hosted Github actions - NVIDIARTX4090
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arjunsuresh committed Jan 5, 2025
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| Model | Scenario | Accuracy | Throughput | Latency (in ms) |
|---------------------|------------|------------|--------------|-------------------|
| stable-diffusion-xl | offline | () | 0.359 | - |
| stable-diffusion-xl | offline | () | 0.353 | - |
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Expand Up @@ -100,4 +100,4 @@ Model Precision: fp32
### Accuracy Results

### Performance Results
`Samples per second`: `0.359113`
`Samples per second`: `0.352826`

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Expand Up @@ -25,54 +25,54 @@ graph TD
get-generic-python-lib,94b62a682bc44791_(_package.numpy_) --> get,generic-python-lib,_pip
get-cuda-devices,7a3ede4d3558427a_(_with-pycuda_) --> get,generic-python-lib,_package.numpy
app-mlperf-inference,d775cac873ee4231_(_reference,_sdxl,_pytorch,_cuda,_test,_r5.0-dev_default,_float16,_offline_) --> get,cuda-devices,_with-pycuda
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_sdxl,_offline,_cuda,_pytorch,_float16_) --> detect,os
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> detect,os
detect-cpu,586c8a43320142f7 --> detect,os
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_sdxl,_offline,_cuda,_pytorch,_float16_) --> detect,cpu
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_sdxl,_offline,_cuda,_pytorch,_float16_) --> get,sys-utils-cm
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_sdxl,_offline,_cuda,_pytorch,_float16_) --> get,python
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_sdxl,_offline,_cuda,_pytorch,_float16_) --> get,cuda,_cudnn
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> detect,cpu
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,sys-utils-cm
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,python
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,cuda,_cudnn
get-generic-python-lib,94b62a682bc44791_(_torch_cuda_) --> get,python3
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_sdxl,_offline,_cuda,_pytorch,_float16_) --> get,generic-python-lib,_torch_cuda
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,generic-python-lib,_torch_cuda
get-generic-python-lib,94b62a682bc44791_(_torchvision_cuda_) --> get,python3
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_sdxl,_offline,_cuda,_pytorch,_float16_) --> get,generic-python-lib,_torchvision_cuda
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,generic-python-lib,_torchvision_cuda
download-and-extract,c67e81a4ce2649f5_(_rclone,_url.mlc-inference:mlcommons-inference-wg-public/stable_diffusion_fp16_) --> download,file,_rclone,_url.mlc-inference:mlcommons-inference-wg-public/stable_diffusion_fp16
get-ml-model-stable-diffusion,22c6516b2d4d4c23_(_pytorch,_fp16_) --> download-and-extract,_rclone,_url.mlc-inference:mlcommons-inference-wg-public/stable_diffusion_fp16
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_sdxl,_offline,_cuda,_pytorch,_float16_) --> get,ml-model,stable-diffusion,text-to-image,sdxl,raw,_pytorch,_fp16
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_sdxl,_offline,_cuda,_pytorch,_float16_) --> get,dataset,coco2014,_validation
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,ml-model,stable-diffusion,text-to-image,sdxl,raw,_pytorch,_fp16
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,dataset,coco2014,_validation
generate-mlperf-inference-user-conf,3af4475745964b93 --> detect,os
detect-cpu,586c8a43320142f7 --> detect,os
generate-mlperf-inference-user-conf,3af4475745964b93 --> detect,cpu
generate-mlperf-inference-user-conf,3af4475745964b93 --> get,python
generate-mlperf-inference-user-conf,3af4475745964b93 --> get,mlcommons,inference,src
get-mlperf-inference-sut-configs,c2fbf72009e2445b --> get,cache,dir,_name.mlperf-inference-sut-configs
generate-mlperf-inference-user-conf,3af4475745964b93 --> get,sut,configs
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_sdxl,_offline,_cuda,_pytorch,_float16_) --> generate,user-conf,mlperf,inference
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_sdxl,_offline,_cuda,_pytorch,_float16_) --> get,loadgen
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_sdxl,_offline,_cuda,_pytorch,_float16_) --> get,mlcommons,inference,src
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_sdxl,_offline,_cuda,_pytorch,_float16_) --> get,mlcommons,inference,src
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> generate,user-conf,mlperf,inference
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,loadgen
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,mlcommons,inference,src
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,mlcommons,inference,src
get-generic-python-lib,94b62a682bc44791_(_package.psutil_) --> get,python3
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_sdxl,_offline,_cuda,_pytorch,_float16_) --> get,generic-python-lib,_package.psutil
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,generic-python-lib,_package.psutil
get-generic-python-lib,94b62a682bc44791_(_package.diffusers_) --> get,python3
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_sdxl,_offline,_cuda,_pytorch,_float16_) --> get,generic-python-lib,_package.diffusers
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,generic-python-lib,_package.diffusers
get-generic-python-lib,94b62a682bc44791_(_package.transformers_) --> get,python3
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_sdxl,_offline,_cuda,_pytorch,_float16_) --> get,generic-python-lib,_package.transformers
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,generic-python-lib,_package.transformers
get-generic-python-lib,94b62a682bc44791_(_package.torchvision_) --> get,python3
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_sdxl,_offline,_cuda,_pytorch,_float16_) --> get,generic-python-lib,_package.torchvision
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,generic-python-lib,_package.torchvision
get-generic-python-lib,94b62a682bc44791_(_package.accelerate_) --> get,python3
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_sdxl,_offline,_cuda,_pytorch,_float16_) --> get,generic-python-lib,_package.accelerate
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,generic-python-lib,_package.accelerate
get-generic-python-lib,94b62a682bc44791_(_package.torchmetrics_) --> get,python3
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_sdxl,_offline,_cuda,_pytorch,_float16_) --> get,generic-python-lib,_package.torchmetrics
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,generic-python-lib,_package.torchmetrics
get-generic-python-lib,94b62a682bc44791_(_package.torch-fidelity_) --> get,python3
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_sdxl,_offline,_cuda,_pytorch,_float16_) --> get,generic-python-lib,_package.torch-fidelity
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,generic-python-lib,_package.torch-fidelity
get-generic-python-lib,94b62a682bc44791_(_package.open_clip_torch_) --> get,python3
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_sdxl,_offline,_cuda,_pytorch,_float16_) --> get,generic-python-lib,_package.open_clip_torch
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,generic-python-lib,_package.open_clip_torch
get-generic-python-lib,94b62a682bc44791_(_package.opencv-python_) --> get,python3
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_sdxl,_offline,_cuda,_pytorch,_float16_) --> get,generic-python-lib,_package.opencv-python
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,generic-python-lib,_package.opencv-python
get-generic-python-lib,94b62a682bc44791_(_package.scipy_) --> get,python3
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_sdxl,_offline,_cuda,_pytorch,_float16_) --> get,generic-python-lib,_package.scipy
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,generic-python-lib,_package.scipy
get-generic-python-lib,94b62a682bc44791_(_package.pandas_) --> get,python3
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_sdxl,_offline,_cuda,_pytorch,_float16_) --> get,generic-python-lib,_package.pandas
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,generic-python-lib,_package.pandas
detect-cpu,586c8a43320142f7 --> detect,os
benchmark-program,19f369ef47084895 --> detect,cpu
benchmark-program-mlperf,cfff0132a8aa4018 --> benchmark-program,program
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_sdxl,_offline,_cuda,_pytorch,_float16_) --> benchmark-mlperf
app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> benchmark-mlperf
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