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regnety_040_Opset17

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Add turnkey_stats.yaml to regnety_040_Opset17 repo

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  1. turnkey_stats.yaml +202 -0
turnkey_stats.yaml ADDED
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1
+ author: timm
2
+ builds:
3
+ x86_ort:
4
+ all_build_stages:
5
+ - export_pytorch
6
+ - set_success
7
+ benchmark_status: successful
8
+ completed_build_stages:
9
+ export_pytorch: 2.5000290870666504
10
+ set_success: 0.016721010208129883
11
+ device_type: x86
12
+ iterations: 100
13
+ onnx_file: /home/azureuser/.cache/turnkey/regnety_040_timm_7c977819/onnx/regnety_040_timm_7c977819-op17-base.onnx
14
+ runtime: ort
15
+ builtin_model_script: https://github.com/onnx/turnkeyml/blob/main/models/timm/regnety_040.py
16
+ class: RegNet
17
+ hash: af9dc9eb
18
+ model_name: regnety_040
19
+ onnx_input_dimensions:
20
+ x:
21
+ - 1
22
+ - 3
23
+ - 224
24
+ - 224
25
+ onnx_model_information:
26
+ ir_version: 8
27
+ opset: 17
28
+ size on disk (KiB): 80579.9941
29
+ onnx_ops_counter:
30
+ Add: 22
31
+ Conv: 115
32
+ Flatten: 1
33
+ Gemm: 1
34
+ GlobalAveragePool: 1
35
+ Mul: 22
36
+ ReduceMean: 22
37
+ Relu: 89
38
+ Sigmoid: 22
39
+ parameters: 20646656
40
+ system_info:
41
+ Memory Info: 62.79 GB
42
+ OEM System: Virtual Machine
43
+ OS Version: Linux-5.15.0-1051-azure-x86_64-with-glibc2.17
44
+ Processor: Intel(R) Xeon(R) Platinum 8272CL CPU @ 2.60GHz
45
+ Python Packages:
46
+ - gitpython==3.1.40
47
+ - jinja2==3.1.2
48
+ - markdown==3.5.1
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+ - markupsafe==2.1.3
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+ - pillow==10.1.0
51
+ - pynacl==1.5.0
52
+ - pyyaml==6.0.1
53
+ - pygments==2.16.1
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+ - absl-py==2.0.0
55
+ - aiohttp==3.8.6
56
+ - aiosignal==1.3.1
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+ - altair==5.1.2
58
+ - appdirs==1.4.4
59
+ - async-timeout==4.0.3
60
+ - attrs==23.1.0
61
+ - backports.zoneinfo==0.2.1
62
+ - bcrypt==4.0.1
63
+ - blinker==1.7.0
64
+ - boto3==1.28.77
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+ - botocore==1.31.77
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+ - cachetools==5.3.2
67
+ - certifi==2023.7.22
68
+ - cffi==1.16.0
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+ - charset-normalizer==3.3.2
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+ - click==8.1.7
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+ - coloredlogs==15.0.1
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+ - cryptography==41.0.5
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+ - datasets==2.14.6
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+ - diffusers==0.12.0
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+ - dill==0.3.7
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+ - docker-pycreds==0.4.0
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+ - fasteners==0.19
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+ - filelock==3.13.1
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+ - flatbuffers==23.5.26
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+ - frozenlist==1.4.0
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+ - fsspec==2023.10.0
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+ - fvcore==0.1.5.post20221221
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+ - gitdb==4.0.11
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+ - google-auth==2.23.4
85
+ - google-auth-oauthlib==1.0.0
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+ - grpcio==1.59.2
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+ - huggingface-hub==0.17.3
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+ - humanfriendly==10.0
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+ - hummingbird-ml==0.4.4
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+ - idna==3.4
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+ - importlib-metadata==6.8.0
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+ - importlib-resources==6.1.0
93
+ - invoke==2.2.0
94
+ - iopath==0.1.10
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+ - jmespath==1.0.1
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+ - joblib==1.3.2
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+ - jsonschema==4.19.2
98
+ - jsonschema-specifications==2023.7.1
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+ - lightgbm==3.3.5
100
+ - markdown-it-py==3.0.0
101
+ - mdurl==0.1.2
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+ - mpmath==1.3.0
103
+ - multidict==6.0.4
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+ - multiprocess==0.70.15
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+ - networkx==3.1
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+ - nltk==3.8.1
107
+ - numpy==1.24.4
108
+ - nvidia-cublas-cu12==12.1.3.1
109
+ - nvidia-cuda-cupti-cu12==12.1.105
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+ - nvidia-cuda-nvrtc-cu12==12.1.105
111
+ - nvidia-cuda-runtime-cu12==12.1.105
112
+ - nvidia-cudnn-cu12==8.9.2.26
113
+ - nvidia-cufft-cu12==11.0.2.54
114
+ - nvidia-curand-cu12==10.3.2.106
115
+ - nvidia-cusolver-cu12==11.4.5.107
116
+ - nvidia-cusparse-cu12==12.1.0.106
117
+ - nvidia-nccl-cu12==2.18.1
118
+ - nvidia-nvjitlink-cu12==12.3.52
119
+ - nvidia-nvtx-cu12==12.1.105
120
+ - oauthlib==3.2.2
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+ - onnx==1.15.0
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+ - onnxconverter-common==1.14.0
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+ - onnxmltools==1.10.0
124
+ - onnxruntime==1.15.1
125
+ - packaging==23.2
126
+ - pandas==2.0.3
127
+ - paramiko==2.11.0
128
+ - pathtools==0.1.2
129
+ - pip==23.3
130
+ - pkgutil-resolve-name==1.3.10
131
+ - portalocker==2.8.2
132
+ - protobuf==3.20.2
133
+ - psutil==5.9.6
134
+ - pyarrow==14.0.0
135
+ - pyasn1==0.5.0
136
+ - pyasn1-modules==0.3.0
137
+ - pycparser==2.21
138
+ - pydeck==0.8.1b0
139
+ - pyparsing==3.1.1
140
+ - python-dateutil==2.8.2
141
+ - pytorch-pretrained-biggan==0.1.1
142
+ - pytz==2023.3.post1
143
+ - referencing==0.30.2
144
+ - regex==2023.10.3
145
+ - requests==2.31.0
146
+ - requests-oauthlib==1.3.1
147
+ - rich==13.6.0
148
+ - rjieba==0.1.11
149
+ - roformer==0.4.3
150
+ - rpds-py==0.10.6
151
+ - rsa==4.9
152
+ - s3transfer==0.7.0
153
+ - safetensors==0.4.0
154
+ - scikit-learn==1.1.1
155
+ - scipy==1.10.1
156
+ - sentence-transformers==2.2.2
157
+ - sentencepiece==0.1.99
158
+ - sentry-sdk==1.34.0
159
+ - seqeval==1.2.2
160
+ - setproctitle==1.3.3
161
+ - setuptools==68.0.0
162
+ - simpletransformers==0.64.3
163
+ - six==1.16.0
164
+ - skl2onnx==1.15.0
165
+ - smmap==5.0.1
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+ - streamlit==1.28.1
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+ - sympy==1.12
168
+ - tabulate==0.9.0
169
+ - tenacity==8.2.3
170
+ - tensorboard==2.14.0
171
+ - tensorboard-data-server==0.7.2
172
+ - termcolor==2.3.0
173
+ - threadpoolctl==3.2.0
174
+ - timm==0.9.8
175
+ - tokenizers==0.14.1
176
+ - toml==0.10.2
177
+ - toolz==0.12.0
178
+ - torch==2.1.0
179
+ - torch-geometric==2.4.0
180
+ - torchaudio==2.1.0
181
+ - torchvision==0.16.0
182
+ - tornado==6.3.3
183
+ - tqdm==4.66.1
184
+ - transformers==4.35.0
185
+ - triton==2.1.0
186
+ - turnkeyml==0.2.0
187
+ - typeguard==4.1.5
188
+ - typing-extensions==4.8.0
189
+ - tzdata==2023.3
190
+ - tzlocal==5.2
191
+ - urllib3==1.26.18
192
+ - validators==0.22.0
193
+ - wandb==0.15.12
194
+ - watchdog==3.0.0
195
+ - werkzeug==3.0.1
196
+ - wheel==0.41.2
197
+ - xgboost==1.6.1
198
+ - xxhash==3.4.1
199
+ - yacs==0.1.8
200
+ - yarl==1.9.2
201
+ - zipp==3.17.0
202
+ task: Computer_Vision