From 89d74a1200faa78fa4fde34c3af9d2fba5f5602b Mon Sep 17 00:00:00 2001 From: Arjun Suresh Date: Fri, 10 Jan 2025 23:07:41 +0530 Subject: [PATCH] Results from self hosted Github actions - NVIDIARTX4090 --- .../README.md | 6 +- .../stable-diffusion-xl/offline/README.md | 2 +- .../offline/accuracy_console.out | 116 +- .../stable-diffusion-xl/offline/cm-deps.mmd | 50 +- .../stable-diffusion-xl/offline/cm-deps.png | Bin 5426771 -> 5426993 bytes .../offline/cm-version-info.json | 50 +- .../stable-diffusion-xl/offline/os_info.json | 2 +- .../offline/performance_console.out | 16 +- .../offline/system_info.txt | 112 +- .../stable-diffusion-xl/system_info.txt | 112 +- .../system_info.txt | 1655 ++++++----------- .../offline/accuracy/mlperf_log_detail.txt | 140 +- .../performance/run_1/mlperf_log_detail.txt | 174 +- .../performance/run_1/mlperf_log_summary.txt | 20 +- ...on-reference-gpu-pytorch_v2.5.1-cu124.json | 14 +- 15 files changed, 1013 insertions(+), 1456 deletions(-) diff --git a/open/MLCommons/measurements/gh_action-reference-gpu-pytorch_v2.5.1-cu124/README.md b/open/MLCommons/measurements/gh_action-reference-gpu-pytorch_v2.5.1-cu124/README.md index f242f492..6cb5cfb8 100644 --- a/open/MLCommons/measurements/gh_action-reference-gpu-pytorch_v2.5.1-cu124/README.md +++ b/open/MLCommons/measurements/gh_action-reference-gpu-pytorch_v2.5.1-cu124/README.md @@ -1,3 +1,3 @@ -| Model | Scenario | Accuracy | Throughput | Latency (in ms) | -|---------|------------|------------|--------------|-------------------| -| gptj-99 | offline | 264 | 48.746 | - | \ No newline at end of file +| Model | Scenario | Accuracy | Throughput | Latency (in ms) | +|---------------------|------------|------------|--------------|-------------------| +| stable-diffusion-xl | offline | () | 0.351 | - | \ No newline at end of file diff --git a/open/MLCommons/measurements/gh_action-reference-gpu-pytorch_v2.5.1-cu124/stable-diffusion-xl/offline/README.md b/open/MLCommons/measurements/gh_action-reference-gpu-pytorch_v2.5.1-cu124/stable-diffusion-xl/offline/README.md index da977720..a0e77094 100644 --- a/open/MLCommons/measurements/gh_action-reference-gpu-pytorch_v2.5.1-cu124/stable-diffusion-xl/offline/README.md +++ b/open/MLCommons/measurements/gh_action-reference-gpu-pytorch_v2.5.1-cu124/stable-diffusion-xl/offline/README.md @@ -101,4 +101,4 @@ Model Precision: fp32 ### Accuracy Results ### Performance Results -`Samples per second`: `0.351006` +`Samples per second`: `0.351135` diff --git a/open/MLCommons/measurements/gh_action-reference-gpu-pytorch_v2.5.1-cu124/stable-diffusion-xl/offline/accuracy_console.out b/open/MLCommons/measurements/gh_action-reference-gpu-pytorch_v2.5.1-cu124/stable-diffusion-xl/offline/accuracy_console.out index 748bd42f..0fd2cff4 100644 --- a/open/MLCommons/measurements/gh_action-reference-gpu-pytorch_v2.5.1-cu124/stable-diffusion-xl/offline/accuracy_console.out +++ b/open/MLCommons/measurements/gh_action-reference-gpu-pytorch_v2.5.1-cu124/stable-diffusion-xl/offline/accuracy_console.out @@ -1,71 +1,71 @@ -INFO:main:Namespace(dataset='coco-1024', dataset_path='/home/cmuser/CM/repos/local/cache/b9671d5779194434', profile='stable-diffusion-xl-pytorch', scenario='Offline', max_batchsize=1, threads=1, accuracy=True, find_peak_performance=False, backend='pytorch', model_name='stable-diffusion-xl', output='/cm-mount/home/arjun/gh_action_results/test_results/gh_action-reference-gpu-pytorch-v2.5.1-cu124/stable-diffusion-xl/offline/accuracy', qps=None, model_path='/home/cmuser/CM/repos/local/cache/d0f05efed7544e3a/stable_diffusion_fp16', dtype='fp16', device='cuda', latent_framework='torch', user_conf='/home/cmuser/CM/repos/gateoverflow@mlperf-automations/script/generate-mlperf-inference-user-conf/tmp/12ca657215bc458489f6753afd2c8cfa.conf', audit_conf='audit.config', ids_path='tools/sample_ids.txt', time=None, count=1, debug=False, performance_sample_count=5000, max_latency=None, samples_per_query=8) +INFO:main:Namespace(dataset='coco-1024', dataset_path='/home/cmuser/CM/repos/local/cache/b9671d5779194434', profile='stable-diffusion-xl-pytorch', scenario='Offline', max_batchsize=1, threads=1, accuracy=True, find_peak_performance=False, backend='pytorch', model_name='stable-diffusion-xl', output='/cm-mount/home/arjun/gh_action_results/test_results/gh_action-reference-gpu-pytorch-v2.5.1-cu124/stable-diffusion-xl/offline/accuracy', qps=None, model_path='/home/cmuser/CM/repos/local/cache/d0f05efed7544e3a/stable_diffusion_fp16', dtype='fp16', device='cuda', latent_framework='torch', user_conf='/home/cmuser/CM/repos/gateoverflow@mlperf-automations/script/generate-mlperf-inference-user-conf/tmp/af2364c5ee7041eb8229e2207d44d983.conf', audit_conf='audit.config', ids_path='tools/sample_ids.txt', time=None, count=1, debug=False, performance_sample_count=5000, max_latency=None, samples_per_query=8) Keyword arguments {'safety_checker': None} are not expected by StableDiffusionXLPipeline and will be ignored. - Loading pipeline components...: 0%| | 0/7 [00:00 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_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> detect,os + app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_cuda,_offline,_sdxl,_float16_) --> detect,os detect-cpu,586c8a43320142f7 --> detect,os - 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 + app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_cuda,_offline,_sdxl,_float16_) --> detect,cpu + app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_cuda,_offline,_sdxl,_float16_) --> get,sys-utils-cm + app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_cuda,_offline,_sdxl,_float16_) --> get,python + app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_cuda,_offline,_sdxl,_float16_) --> get,cuda,_cudnn get-generic-python-lib,94b62a682bc44791_(_torch_cuda_) --> get,python3 - app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,generic-python-lib,_torch_cuda + app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_cuda,_offline,_sdxl,_float16_) --> get,generic-python-lib,_torch_cuda get-generic-python-lib,94b62a682bc44791_(_torchvision_cuda_) --> get,python3 - app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,generic-python-lib,_torchvision_cuda + app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_cuda,_offline,_sdxl,_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_(_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 + app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_cuda,_offline,_sdxl,_float16_) --> get,ml-model,stable-diffusion,text-to-image,sdxl,raw,_pytorch,_fp16 + app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_cuda,_offline,_sdxl,_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 @@ -55,36 +55,36 @@ graph TD 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_(_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,_cuda,_offline,_sdxl,_float16_) --> generate,user-conf,mlperf,inference + app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_cuda,_offline,_sdxl,_float16_) --> get,loadgen get-mlperf-inference-src,4b57186581024797 --> detect,os get-mlperf-inference-src,4b57186581024797 --> get,python3 get-mlperf-inference-src,4b57186581024797 --> get,git,repo,_branch.master,_repo.https://github.com/mlcommons/inference - 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 + app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_cuda,_offline,_sdxl,_float16_) --> get,mlcommons,inference,src + app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_cuda,_offline,_sdxl,_float16_) --> get,mlcommons,inference,src get-generic-python-lib,94b62a682bc44791_(_package.psutil_) --> get,python3 - app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,generic-python-lib,_package.psutil + app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_cuda,_offline,_sdxl,_float16_) --> get,generic-python-lib,_package.psutil get-generic-python-lib,94b62a682bc44791_(_package.diffusers_) --> get,python3 - app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,generic-python-lib,_package.diffusers + app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_cuda,_offline,_sdxl,_float16_) --> get,generic-python-lib,_package.diffusers get-generic-python-lib,94b62a682bc44791_(_package.transformers_) --> get,python3 - app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,generic-python-lib,_package.transformers + app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_cuda,_offline,_sdxl,_float16_) --> get,generic-python-lib,_package.transformers get-generic-python-lib,94b62a682bc44791_(_package.torchvision_) --> get,python3 - app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,generic-python-lib,_package.torchvision + app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_cuda,_offline,_sdxl,_float16_) --> get,generic-python-lib,_package.torchvision get-generic-python-lib,94b62a682bc44791_(_package.accelerate_) --> get,python3 - app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,generic-python-lib,_package.accelerate + app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_cuda,_offline,_sdxl,_float16_) --> get,generic-python-lib,_package.accelerate get-generic-python-lib,94b62a682bc44791_(_package.torchmetrics_) --> get,python3 - app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,generic-python-lib,_package.torchmetrics + app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_cuda,_offline,_sdxl,_float16_) --> get,generic-python-lib,_package.torchmetrics get-generic-python-lib,94b62a682bc44791_(_package.torch-fidelity_) --> get,python3 - app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,generic-python-lib,_package.torch-fidelity + app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_cuda,_offline,_sdxl,_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_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,generic-python-lib,_package.open_clip_torch + app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_cuda,_offline,_sdxl,_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_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,generic-python-lib,_package.opencv-python + app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_cuda,_offline,_sdxl,_float16_) --> get,generic-python-lib,_package.opencv-python get-generic-python-lib,94b62a682bc44791_(_package.scipy_) --> get,python3 - app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,generic-python-lib,_package.scipy + app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_cuda,_offline,_sdxl,_float16_) --> get,generic-python-lib,_package.scipy get-generic-python-lib,94b62a682bc44791_(_package.pandas_) --> get,python3 - app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> get,generic-python-lib,_package.pandas + app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_cuda,_offline,_sdxl,_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_(_pytorch,_sdxl,_offline,_cuda,_float16_) --> benchmark-mlperf \ No newline at end of file + app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_cuda,_offline,_sdxl,_float16_) --> benchmark-mlperf \ No newline at end of file diff --git a/open/MLCommons/measurements/gh_action-reference-gpu-pytorch_v2.5.1-cu124/stable-diffusion-xl/offline/cm-deps.png 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"version": "", - "parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( pytorch,_sdxl,_offline,_cuda,_float16 )" + "parent": "app-mlperf-inference-mlcommons-python,ff149e9781fc4b65 ( pytorch,_cuda,_offline,_sdxl,_float16 )" } } ] diff --git a/open/MLCommons/measurements/gh_action-reference-gpu-pytorch_v2.5.1-cu124/stable-diffusion-xl/offline/os_info.json b/open/MLCommons/measurements/gh_action-reference-gpu-pytorch_v2.5.1-cu124/stable-diffusion-xl/offline/os_info.json index 048dade1..5f37dae9 100644 --- a/open/MLCommons/measurements/gh_action-reference-gpu-pytorch_v2.5.1-cu124/stable-diffusion-xl/offline/os_info.json +++ b/open/MLCommons/measurements/gh_action-reference-gpu-pytorch_v2.5.1-cu124/stable-diffusion-xl/offline/os_info.json @@ -26,5 +26,5 @@ ], "CM_HOST_PLATFORM_FLAVOR": "x86_64", "CM_HOST_PYTHON_BITS": "64", - "CM_HOST_SYSTEM_NAME": "27e18bd6ffcc" + "CM_HOST_SYSTEM_NAME": "05af6b07c4bf" } \ No newline at end of file diff --git a/open/MLCommons/measurements/gh_action-reference-gpu-pytorch_v2.5.1-cu124/stable-diffusion-xl/offline/performance_console.out b/open/MLCommons/measurements/gh_action-reference-gpu-pytorch_v2.5.1-cu124/stable-diffusion-xl/offline/performance_console.out index 609e091a..d02b9952 100644 --- a/open/MLCommons/measurements/gh_action-reference-gpu-pytorch_v2.5.1-cu124/stable-diffusion-xl/offline/performance_console.out +++ b/open/MLCommons/measurements/gh_action-reference-gpu-pytorch_v2.5.1-cu124/stable-diffusion-xl/offline/performance_console.out @@ -1,12 +1,12 @@ -INFO:main:Namespace(dataset='coco-1024', dataset_path='/home/cmuser/CM/repos/local/cache/b9671d5779194434', profile='stable-diffusion-xl-pytorch', scenario='Offline', max_batchsize=1, threads=1, accuracy=False, find_peak_performance=False, backend='pytorch', model_name='stable-diffusion-xl', output='/cm-mount/home/arjun/gh_action_results/test_results/gh_action-reference-gpu-pytorch-v2.5.1-cu124/stable-diffusion-xl/offline/performance/run_1', qps=None, model_path='/home/cmuser/CM/repos/local/cache/d0f05efed7544e3a/stable_diffusion_fp16', dtype='fp16', device='cuda', latent_framework='torch', user_conf='/home/cmuser/CM/repos/gateoverflow@mlperf-automations/script/generate-mlperf-inference-user-conf/tmp/37b443a11d2c44549dbc8bdd69978c6a.conf', audit_conf='audit.config', ids_path='tools/sample_ids.txt', time=None, count=None, debug=False, performance_sample_count=5000, max_latency=None, samples_per_query=8) +INFO:main:Namespace(dataset='coco-1024', dataset_path='/home/cmuser/CM/repos/local/cache/b9671d5779194434', profile='stable-diffusion-xl-pytorch', scenario='Offline', max_batchsize=1, threads=1, accuracy=False, find_peak_performance=False, backend='pytorch', model_name='stable-diffusion-xl', output='/cm-mount/home/arjun/gh_action_results/test_results/gh_action-reference-gpu-pytorch-v2.5.1-cu124/stable-diffusion-xl/offline/performance/run_1', qps=None, model_path='/home/cmuser/CM/repos/local/cache/d0f05efed7544e3a/stable_diffusion_fp16', dtype='fp16', device='cuda', latent_framework='torch', user_conf='/home/cmuser/CM/repos/gateoverflow@mlperf-automations/script/generate-mlperf-inference-user-conf/tmp/d75a2034b5e7481ea5a3ff5c68e78f13.conf', audit_conf='audit.config', ids_path='tools/sample_ids.txt', time=None, count=None, debug=False, performance_sample_count=5000, max_latency=None, samples_per_query=8) Keyword arguments {'safety_checker': None} are not expected by StableDiffusionXLPipeline and will be ignored. - Loading pipeline components...: 0%| | 0/7 [00:00