Merge pull request #4 from anandhu-eng/auto-update

Results from docker container in MLC server - NVIDIA H100 80GB HBM3

open/MLCommons/code/stable-diffusion-xl/README.md

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+TBD

open/MLCommons/measurements/gh_action-reference-gpu-pytorch_v2.5.1-cu124/README.md

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+| Model               | Scenario   | Accuracy   |   Throughput | Latency (in ms)   |
+|---------------------|------------|------------|--------------|-------------------|
+| stable-diffusion-xl | offline    | ()         |        0.821 | -                 |

open/MLCommons/measurements/gh_action-reference-gpu-pytorch_v2.5.1-cu124/stable-diffusion-xl/offline/README.md

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+*Check [CM MLPerf docs](https://docs.mlcommons.org/inference) for more details.*
+
+## Host platform
+
+* OS version: Linux-5.15.0-113-generic-x86_64-with-glibc2.35
+* CPU version: x86_64
+* Python version: 3.10.12 (main, Jan 17 2025, 14:35:34) [GCC 11.4.0]
+* MLCommons CM version: 3.5.3
+
+## CM Run Command
+
+See [CM installation guide](https://docs.mlcommons.org/inference/install/).
+
+```bash
+pip install -U cmind
+
+cm rm cache -f
+
+cm pull repo mlcommons@mlperf-automations --checkout=3f93ae65d62eaace4e89b216a30157a687b4194f
+
+cm run script \
+	--tags=run-mlperf,inference,_submission \
+	--execution_mode=valid \
+	--batch_size=1 \
+	--scenario=Offline \
+	--submitter=MLCommons \
+	--pull_changes=yes \
+	--pull_inference_changes=yes \
+	--model=sdxl \
+	--backend=pytorch \
+	--device=cuda \
+	--scenario=Offline \
+	--precision=float16 \
+	--quiet \
+	--adr.compiler.tags=gcc \
+	--hw_name=gh_action \
+	--results_dir=/root/tmpres/gh_action_results \
+	--submission_dir=/root/gh_action_submissions \
+	--clean
+```
+*Note that if you want to use the [latest automation recipes](https://docs.mlcommons.org/inference) for MLPerf (CM scripts),
+ you should simply reload mlcommons@mlperf-automations without checkout and clean CM cache as follows:*
+
+```bash
+cm rm repo mlcommons@mlperf-automations
+cm pull repo mlcommons@mlperf-automations
+cm rm cache -f
+
+```
+
+## Results
+
+Platform: gh_action-reference-gpu-pytorch_v2.5.1-cu124
+
+Model Precision: fp32
+
+### Accuracy Results 
+
+### Performance Results 
+`Samples per second`: `0.821368`

open/MLCommons/measurements/gh_action-reference-gpu-pytorch_v2.5.1-cu124/stable-diffusion-xl/offline/cm-deps.mmd

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+graph TD
+    app-mlperf-inference,d775cac873ee4231_(_reference,_sdxl,_pytorch,_cuda,_valid,_r5.0-dev_default,_float16,_offline_) --> detect,os
+    app-mlperf-inference,d775cac873ee4231_(_reference,_sdxl,_pytorch,_cuda,_valid,_r5.0-dev_default,_float16,_offline_) --> get,sys-utils-cm
+    app-mlperf-inference,d775cac873ee4231_(_reference,_sdxl,_pytorch,_cuda,_valid,_r5.0-dev_default,_float16,_offline_) --> get,python
+    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,d775cac873ee4231_(_reference,_sdxl,_pytorch,_cuda,_valid,_r5.0-dev_default,_float16,_offline_) --> get,mlcommons,inference,src
+    pull-git-repo,c23132ed65c4421d --> detect,os
+    app-mlperf-inference,d775cac873ee4231_(_reference,_sdxl,_pytorch,_cuda,_valid,_r5.0-dev_default,_float16,_offline_) --> pull,git,repo
+    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
+    get-mlperf-inference-utils,e341e5f86d8342e5 --> get,mlperf,inference,src
+    app-mlperf-inference,d775cac873ee4231_(_reference,_sdxl,_pytorch,_cuda,_valid,_r5.0-dev_default,_float16,_offline_) --> get,mlperf,inference,utils
+    get-cuda-devices,7a3ede4d3558427a_(_with-pycuda_) --> get,cuda,_toolkit
+    get-cuda-devices,7a3ede4d3558427a_(_with-pycuda_) --> get,python3
+    get-generic-python-lib,94b62a682bc44791_(_package.pycuda_) --> get,python3
+    get-cuda-devices,7a3ede4d3558427a_(_with-pycuda_) --> get,generic-python-lib,_package.pycuda
+    get-generic-python-lib,94b62a682bc44791_(_package.numpy_) --> get,python3
+    get-cuda-devices,7a3ede4d3558427a_(_with-pycuda_) --> get,generic-python-lib,_package.numpy
+    app-mlperf-inference,d775cac873ee4231_(_reference,_sdxl,_pytorch,_cuda,_valid,_r5.0-dev_default,_float16,_offline_) --> get,cuda-devices,_with-pycuda
+    app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_offline,_cuda,_batch_size.1,_sdxl,_float16_) --> detect,os
+    detect-cpu,586c8a43320142f7 --> detect,os
+    app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_offline,_cuda,_batch_size.1,_sdxl,_float16_) --> detect,cpu
+    app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_offline,_cuda,_batch_size.1,_sdxl,_float16_) --> get,sys-utils-cm
+    app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_offline,_cuda,_batch_size.1,_sdxl,_float16_) --> get,python
+    app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_offline,_cuda,_batch_size.1,_sdxl,_float16_) --> get,cuda,_cudnn
+    get-generic-python-lib,94b62a682bc44791_(_torch_cuda_) --> get,python3
+    app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_offline,_cuda,_batch_size.1,_sdxl,_float16_) --> get,generic-python-lib,_torch_cuda
+    get-generic-python-lib,94b62a682bc44791_(_torchvision_cuda_) --> get,python3
+    app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_offline,_cuda,_batch_size.1,_sdxl,_float16_) --> get,generic-python-lib,_torchvision_cuda
+    get-ml-model-stable-diffusion,22c6516b2d4d4c23_(_pytorch,_batch_size.1,_fp16_) --> download-and-extract,_rclone,_url.mlc-inference:mlcommons-inference-wg-public/stable_diffusion_fp16
+    app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_offline,_cuda,_batch_size.1,_sdxl,_float16_) --> get,ml-model,stable-diffusion,text-to-image,sdxl,raw,_pytorch,_batch_size.1,_fp16
+    app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_offline,_cuda,_batch_size.1,_sdxl,_float16_) --> get,dataset,coco2014,_validation,_full
+    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
+    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
+    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,_offline,_cuda,_batch_size.1,_sdxl,_float16_) --> generate,user-conf,mlperf,inference
+    app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_offline,_cuda,_batch_size.1,_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,_offline,_cuda,_batch_size.1,_sdxl,_float16_) --> get,mlcommons,inference,src
+    app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_offline,_cuda,_batch_size.1,_sdxl,_float16_) --> get,mlcommons,inference,src
+    get-generic-python-lib,94b62a682bc44791_(_package.psutil_) --> get,python3
+    app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_offline,_cuda,_batch_size.1,_sdxl,_float16_) --> get,generic-python-lib,_package.psutil
+    get-generic-python-lib,94b62a682bc44791_(_package.diffusers_) --> get,python3
+    app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_offline,_cuda,_batch_size.1,_sdxl,_float16_) --> get,generic-python-lib,_package.diffusers
+    get-generic-python-lib,94b62a682bc44791_(_package.transformers_) --> get,python3
+    app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_offline,_cuda,_batch_size.1,_sdxl,_float16_) --> get,generic-python-lib,_package.transformers
+    get-generic-python-lib,94b62a682bc44791_(_package.torchvision_) --> get,python3
+    app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_offline,_cuda,_batch_size.1,_sdxl,_float16_) --> get,generic-python-lib,_package.torchvision
+    get-generic-python-lib,94b62a682bc44791_(_package.accelerate_) --> get,python3
+    app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_offline,_cuda,_batch_size.1,_sdxl,_float16_) --> get,generic-python-lib,_package.accelerate
+    get-generic-python-lib,94b62a682bc44791_(_package.torchmetrics_) --> get,python3
+    app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_offline,_cuda,_batch_size.1,_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,_offline,_cuda,_batch_size.1,_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,_offline,_cuda,_batch_size.1,_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,_offline,_cuda,_batch_size.1,_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,_offline,_cuda,_batch_size.1,_sdxl,_float16_) --> get,generic-python-lib,_package.scipy
+    get-generic-python-lib,94b62a682bc44791_(_package.pandas_) --> get,python3
+    app-mlperf-inference-mlcommons-python,ff149e9781fc4b65_(_pytorch,_offline,_cuda,_batch_size.1,_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,_offline,_cuda,_batch_size.1,_sdxl,_float16_) --> benchmark-mlperf