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author: transformers
builds:
x86_ort:
all_build_stages:
- export_pytorch
- set_success
benchmark_status: successful
completed_build_stages:
export_pytorch: 6.315639495849609
set_success: 0.01976799964904785
device_type: x86
iterations: 100
onnx_file: /home/azureuser/.cache/turnkey/camembert_transformers_d6b8ed88/onnx/camembert_transformers_d6b8ed88-op17-base.onnx
runtime: ort
builtin_model_script: https://github.com/onnx/turnkeyml/blob/main/models/transformers/camembert.py
class: CamembertModel
hash: f4fc11d0
model_name: camembert
onnx_input_dimensions:
attention_mask:
- 1
- 128
input_ids:
- 1
- 128
onnx_model_information:
ir_version: 8
opset: 17
size on disk (KiB): 432229.8945
onnx_ops_counter:
Add: 123
Cast: 3
Constant: 108
ConstantOfShape: 1
CumSum: 1
Div: 24
Equal: 2
Erf: 12
Expand: 1
Gather: 4
Gemm: 1
LayerNormalization: 25
MatMul: 96
Mul: 27
Not: 1
Reshape: 48
Softmax: 12
Sub: 1
Tanh: 1
Transpose: 48
Unsqueeze: 2
Where: 1
parameters: 110621952
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: Natural_Language_Processing
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