| author: torch_hub | |
| builds: | |
| x86_ort: | |
| all_build_stages: | |
| - export_pytorch | |
| - set_success | |
| benchmark_status: successful | |
| completed_build_stages: | |
| export_pytorch: 7.832047462463379 | |
| set_success: 0.016819477081298828 | |
| device_type: x86 | |
| iterations: 100 | |
| onnx_file: /home/azureuser/.cache/turnkey/vgg19_bn_torch_hub_4c705381/onnx/vgg19_bn_torch_hub_4c705381-op18-base.onnx | |
| runtime: ort | |
| builtin_model_script: https://github.com/onnx/turnkeyml/blob/main/models/torch_hub/vgg19_bn.py | |
| class: VGG | |
| hash: bc2392e4 | |
| model_name: vgg19_bn | |
| onnx_input_dimensions: | |
| x: | |
| - 1 | |
| - 3 | |
| - 224 | |
| - 224 | |
| onnx_model_information: | |
| ir_version: 8 | |
| opset: 18 | |
| size on disk (KiB): 561208.8496 | |
| onnx_ops_counter: | |
| AveragePool: 1 | |
| Conv: 16 | |
| Flatten: 1 | |
| Gemm: 3 | |
| MaxPool: 5 | |
| Relu: 18 | |
| parameters: 143678248 | |
| system_info: | |
| Memory Info: 62.79 GB | |
| OEM System: Virtual Machine | |
| OS Version: Linux-5.15.0-1051-azure-x86_64-with-glibc2.17 | |
| Processor: Intel(R) Xeon(R) Platinum 8272CL CPU @ 2.60GHz | |
| Python Packages: | |
| - gitpython==3.1.40 | |
| - jinja2==3.1.2 | |
| - markdown==3.5.1 | |
| - markupsafe==2.1.3 | |
| - pillow==10.1.0 | |
| - pynacl==1.5.0 | |
| - pyyaml==6.0.1 | |
| - pygments==2.16.1 | |
| - absl-py==2.0.0 | |
| - aiohttp==3.8.6 | |
| - aiosignal==1.3.1 | |
| - altair==5.1.2 | |
| - appdirs==1.4.4 | |
| - async-timeout==4.0.3 | |
| - attrs==23.1.0 | |
| - backports.zoneinfo==0.2.1 | |
| - bcrypt==4.0.1 | |
| - blinker==1.7.0 | |
| - boto3==1.28.77 | |
| - botocore==1.31.77 | |
| - cachetools==5.3.2 | |
| - certifi==2023.7.22 | |
| - cffi==1.16.0 | |
| - charset-normalizer==3.3.2 | |
| - click==8.1.7 | |
| - coloredlogs==15.0.1 | |
| - cryptography==41.0.5 | |
| - datasets==2.14.6 | |
| - diffusers==0.12.0 | |
| - dill==0.3.7 | |
| - docker-pycreds==0.4.0 | |
| - fasteners==0.19 | |
| - filelock==3.13.1 | |
| - flatbuffers==23.5.26 | |
| - frozenlist==1.4.0 | |
| - fsspec==2023.10.0 | |
| - fvcore==0.1.5.post20221221 | |
| - gitdb==4.0.11 | |
| - google-auth==2.23.4 | |
| - google-auth-oauthlib==1.0.0 | |
| - grpcio==1.59.2 | |
| - huggingface-hub==0.17.3 | |
| - humanfriendly==10.0 | |
| - hummingbird-ml==0.4.4 | |
| - idna==3.4 | |
| - importlib-metadata==6.8.0 | |
| - importlib-resources==6.1.0 | |
| - invoke==2.2.0 | |
| - iopath==0.1.10 | |
| - jmespath==1.0.1 | |
| - joblib==1.3.2 | |
| - jsonschema==4.19.2 | |
| - jsonschema-specifications==2023.7.1 | |
| - lightgbm==3.3.5 | |
| - markdown-it-py==3.0.0 | |
| - mdurl==0.1.2 | |
| - mpmath==1.3.0 | |
| - multidict==6.0.4 | |
| - multiprocess==0.70.15 | |
| - networkx==3.1 | |
| - nltk==3.8.1 | |
| - numpy==1.24.4 | |
| - nvidia-cublas-cu12==12.1.3.1 | |
| - nvidia-cuda-cupti-cu12==12.1.105 | |
| - nvidia-cuda-nvrtc-cu12==12.1.105 | |
| - nvidia-cuda-runtime-cu12==12.1.105 | |
| - nvidia-cudnn-cu12==8.9.2.26 | |
| - nvidia-cufft-cu12==11.0.2.54 | |
| - nvidia-curand-cu12==10.3.2.106 | |
| - nvidia-cusolver-cu12==11.4.5.107 | |
| - nvidia-cusparse-cu12==12.1.0.106 | |
| - nvidia-nccl-cu12==2.18.1 | |
| - nvidia-nvjitlink-cu12==12.3.52 | |
| - nvidia-nvtx-cu12==12.1.105 | |
| - oauthlib==3.2.2 | |
| - onnx==1.15.0 | |
| - onnxconverter-common==1.14.0 | |
| - onnxmltools==1.10.0 | |
| - onnxruntime==1.15.1 | |
| - packaging==23.2 | |
| - pandas==2.0.3 | |
| - paramiko==2.11.0 | |
| - pathtools==0.1.2 | |
| - pip==23.3 | |
| - pkgutil-resolve-name==1.3.10 | |
| - portalocker==2.8.2 | |
| - protobuf==3.20.2 | |
| - psutil==5.9.6 | |
| - pyarrow==14.0.0 | |
| - pyasn1==0.5.0 | |
| - pyasn1-modules==0.3.0 | |
| - pycparser==2.21 | |
| - pydeck==0.8.1b0 | |
| - pyparsing==3.1.1 | |
| - python-dateutil==2.8.2 | |
| - pytorch-pretrained-biggan==0.1.1 | |
| - pytz==2023.3.post1 | |
| - referencing==0.30.2 | |
| - regex==2023.10.3 | |
| - requests==2.31.0 | |
| - requests-oauthlib==1.3.1 | |
| - rich==13.6.0 | |
| - rjieba==0.1.11 | |
| - roformer==0.4.3 | |
| - rpds-py==0.10.6 | |
| - rsa==4.9 | |
| - s3transfer==0.7.0 | |
| - safetensors==0.4.0 | |
| - scikit-learn==1.1.1 | |
| - scipy==1.10.1 | |
| - sentence-transformers==2.2.2 | |
| - sentencepiece==0.1.99 | |
| - sentry-sdk==1.34.0 | |
| - seqeval==1.2.2 | |
| - setproctitle==1.3.3 | |
| - setuptools==68.0.0 | |
| - simpletransformers==0.64.3 | |
| - six==1.16.0 | |
| - skl2onnx==1.15.0 | |
| - smmap==5.0.1 | |
| - streamlit==1.28.1 | |
| - sympy==1.12 | |
| - tabulate==0.9.0 | |
| - tenacity==8.2.3 | |
| - tensorboard==2.14.0 | |
| - tensorboard-data-server==0.7.2 | |
| - termcolor==2.3.0 | |
| - threadpoolctl==3.2.0 | |
| - timm==0.9.8 | |
| - tokenizers==0.14.1 | |
| - toml==0.10.2 | |
| - toolz==0.12.0 | |
| - torch==2.1.0 | |
| - torch-geometric==2.4.0 | |
| - torchaudio==2.1.0 | |
| - torchvision==0.16.0 | |
| - tornado==6.3.3 | |
| - tqdm==4.66.1 | |
| - transformers==4.35.0 | |
| - triton==2.1.0 | |
| - turnkeyml==0.2.0 | |
| - typeguard==4.1.5 | |
| - typing-extensions==4.8.0 | |
| - tzdata==2023.3 | |
| - tzlocal==5.2 | |
| - urllib3==1.26.18 | |
| - validators==0.22.0 | |
| - wandb==0.15.12 | |
| - watchdog==3.0.0 | |
| - werkzeug==3.0.1 | |
| - wheel==0.41.2 | |
| - xgboost==1.6.1 | |
| - xxhash==3.4.1 | |
| - yacs==0.1.8 | |
| - yarl==1.9.2 | |
| - zipp==3.17.0 | |
| task: Computer_Vision | |