File size: 5,063 Bytes
d22ef49
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
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