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cspresnet50_Opset18

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jemartin commited on
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1 Parent(s): ba73a50

Add turnkey_stats.yaml to cspresnet50_Opset18 repo

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  1. turnkey_stats.yaml +203 -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: 1.736760139465332
10
+ set_success: 0.023036479949951172
11
+ device_type: x86
12
+ iterations: 100
13
+ onnx_file: /home/azureuser/.cache/turnkey/cspresnet50_timm_490c3ef8/onnx/cspresnet50_timm_490c3ef8-op18-base.onnx
14
+ runtime: ort
15
+ builtin_model_script: https://github.com/onnx/turnkeyml/blob/main/models/timm/cspresnet50.py
16
+ class: CspNet
17
+ hash: 21932b67
18
+ model_name: cspresnet50
19
+ onnx_input_dimensions:
20
+ x:
21
+ - 1
22
+ - 3
23
+ - 256
24
+ - 256
25
+ onnx_model_information:
26
+ ir_version: 8
27
+ opset: 18
28
+ size on disk (KiB): 84393.8789
29
+ onnx_ops_counter:
30
+ Add: 13
31
+ Concat: 4
32
+ Constant: 4
33
+ Conv: 55
34
+ Flatten: 1
35
+ Gemm: 1
36
+ GlobalAveragePool: 1
37
+ LeakyRelu: 51
38
+ MaxPool: 1
39
+ Split: 4
40
+ parameters: 21616168
41
+ system_info:
42
+ Memory Info: 62.79 GB
43
+ OEM System: Virtual Machine
44
+ OS Version: Linux-5.15.0-1051-azure-x86_64-with-glibc2.17
45
+ Processor: Intel(R) Xeon(R) Platinum 8272CL CPU @ 2.60GHz
46
+ Python Packages:
47
+ - gitpython==3.1.40
48
+ - jinja2==3.1.2
49
+ - markdown==3.5.1
50
+ - markupsafe==2.1.3
51
+ - pillow==10.1.0
52
+ - pynacl==1.5.0
53
+ - pyyaml==6.0.1
54
+ - pygments==2.16.1
55
+ - absl-py==2.0.0
56
+ - aiohttp==3.8.6
57
+ - aiosignal==1.3.1
58
+ - altair==5.1.2
59
+ - appdirs==1.4.4
60
+ - async-timeout==4.0.3
61
+ - attrs==23.1.0
62
+ - backports.zoneinfo==0.2.1
63
+ - bcrypt==4.0.1
64
+ - blinker==1.7.0
65
+ - boto3==1.28.77
66
+ - botocore==1.31.77
67
+ - cachetools==5.3.2
68
+ - certifi==2023.7.22
69
+ - cffi==1.16.0
70
+ - charset-normalizer==3.3.2
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+ - click==8.1.7
72
+ - coloredlogs==15.0.1
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+ - cryptography==41.0.5
74
+ - datasets==2.14.6
75
+ - diffusers==0.12.0
76
+ - dill==0.3.7
77
+ - docker-pycreds==0.4.0
78
+ - fasteners==0.19
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+ - filelock==3.13.1
80
+ - flatbuffers==23.5.26
81
+ - frozenlist==1.4.0
82
+ - fsspec==2023.10.0
83
+ - fvcore==0.1.5.post20221221
84
+ - gitdb==4.0.11
85
+ - google-auth==2.23.4
86
+ - google-auth-oauthlib==1.0.0
87
+ - grpcio==1.59.2
88
+ - huggingface-hub==0.17.3
89
+ - humanfriendly==10.0
90
+ - hummingbird-ml==0.4.4
91
+ - idna==3.4
92
+ - importlib-metadata==6.8.0
93
+ - importlib-resources==6.1.0
94
+ - invoke==2.2.0
95
+ - iopath==0.1.10
96
+ - jmespath==1.0.1
97
+ - joblib==1.3.2
98
+ - jsonschema==4.19.2
99
+ - jsonschema-specifications==2023.7.1
100
+ - lightgbm==3.3.5
101
+ - markdown-it-py==3.0.0
102
+ - mdurl==0.1.2
103
+ - mpmath==1.3.0
104
+ - multidict==6.0.4
105
+ - multiprocess==0.70.15
106
+ - networkx==3.1
107
+ - nltk==3.8.1
108
+ - numpy==1.24.4
109
+ - nvidia-cublas-cu12==12.1.3.1
110
+ - nvidia-cuda-cupti-cu12==12.1.105
111
+ - nvidia-cuda-nvrtc-cu12==12.1.105
112
+ - nvidia-cuda-runtime-cu12==12.1.105
113
+ - nvidia-cudnn-cu12==8.9.2.26
114
+ - nvidia-cufft-cu12==11.0.2.54
115
+ - nvidia-curand-cu12==10.3.2.106
116
+ - nvidia-cusolver-cu12==11.4.5.107
117
+ - nvidia-cusparse-cu12==12.1.0.106
118
+ - nvidia-nccl-cu12==2.18.1
119
+ - nvidia-nvjitlink-cu12==12.3.52
120
+ - nvidia-nvtx-cu12==12.1.105
121
+ - oauthlib==3.2.2
122
+ - onnx==1.15.0
123
+ - onnxconverter-common==1.14.0
124
+ - onnxmltools==1.10.0
125
+ - onnxruntime==1.15.1
126
+ - packaging==23.2
127
+ - pandas==2.0.3
128
+ - paramiko==2.11.0
129
+ - pathtools==0.1.2
130
+ - pip==23.3
131
+ - pkgutil-resolve-name==1.3.10
132
+ - portalocker==2.8.2
133
+ - protobuf==3.20.2
134
+ - psutil==5.9.6
135
+ - pyarrow==14.0.0
136
+ - pyasn1==0.5.0
137
+ - pyasn1-modules==0.3.0
138
+ - pycparser==2.21
139
+ - pydeck==0.8.1b0
140
+ - pyparsing==3.1.1
141
+ - python-dateutil==2.8.2
142
+ - pytorch-pretrained-biggan==0.1.1
143
+ - pytz==2023.3.post1
144
+ - referencing==0.30.2
145
+ - regex==2023.10.3
146
+ - requests==2.31.0
147
+ - requests-oauthlib==1.3.1
148
+ - rich==13.6.0
149
+ - rjieba==0.1.11
150
+ - roformer==0.4.3
151
+ - rpds-py==0.10.6
152
+ - rsa==4.9
153
+ - s3transfer==0.7.0
154
+ - safetensors==0.4.0
155
+ - scikit-learn==1.1.1
156
+ - scipy==1.10.1
157
+ - sentence-transformers==2.2.2
158
+ - sentencepiece==0.1.99
159
+ - sentry-sdk==1.34.0
160
+ - seqeval==1.2.2
161
+ - setproctitle==1.3.3
162
+ - setuptools==68.0.0
163
+ - simpletransformers==0.64.3
164
+ - six==1.16.0
165
+ - skl2onnx==1.15.0
166
+ - smmap==5.0.1
167
+ - streamlit==1.28.1
168
+ - sympy==1.12
169
+ - tabulate==0.9.0
170
+ - tenacity==8.2.3
171
+ - tensorboard==2.14.0
172
+ - tensorboard-data-server==0.7.2
173
+ - termcolor==2.3.0
174
+ - threadpoolctl==3.2.0
175
+ - timm==0.9.8
176
+ - tokenizers==0.14.1
177
+ - toml==0.10.2
178
+ - toolz==0.12.0
179
+ - torch==2.1.0
180
+ - torch-geometric==2.4.0
181
+ - torchaudio==2.1.0
182
+ - torchvision==0.16.0
183
+ - tornado==6.3.3
184
+ - tqdm==4.66.1
185
+ - transformers==4.35.0
186
+ - triton==2.1.0
187
+ - turnkeyml==0.2.0
188
+ - typeguard==4.1.5
189
+ - typing-extensions==4.8.0
190
+ - tzdata==2023.3
191
+ - tzlocal==5.2
192
+ - urllib3==1.26.18
193
+ - validators==0.22.0
194
+ - wandb==0.15.12
195
+ - watchdog==3.0.0
196
+ - werkzeug==3.0.1
197
+ - wheel==0.41.2
198
+ - xgboost==1.6.1
199
+ - xxhash==3.4.1
200
+ - yacs==0.1.8
201
+ - yarl==1.9.2
202
+ - zipp==3.17.0
203
+ task: Computer_Vision