forked from onnx/onnx.github.io
-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathsupported-tools.html
281 lines (262 loc) · 20.7 KB
/
supported-tools.html
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
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<meta http-equiv="X-UA-Compatible" content="IE=edge" />
<title>ONNX | Supported Tools</title>
<link rel="icon" href="./images/onnx-fevicon.png" type="image/gif" sizes="16x16">
<link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Open+Sans:300,400,700">
<link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Lato:100,100i,300,300i,400,400i,700,700i,900,900i&display=swap">
<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/4.3.1/css/bootstrap.min.css">
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/4.7.0/css/font-awesome.min.css">
<link rel="stylesheet" href="css/custom.css">
<link rel="stylesheet" href="css/responsive.css">
</head>
<body class="innerpage-main-wrapper">
<a class="skip-main" href="#skipMain">Skip to main content</a>
<!-- Partial header.html Start-->
<div w3-include-html="partials/navigation.html"></div>
<!-- Partial header.html End-->
<div class="main-wrapper">
<div class="top-banner-bg"></div>
<div id="skipMain" role="main" tabindex="-1">
<section class="blue-page-title-bar py-3 pb-3">
<div class="outer-container mx-auto">
<div class="container-fluid">
<div class="row">
<div class="col-12">
<h1 class="text-uppercase mb-0">SUPPORTED TOOLS</h1>
</div>
</div>
</div>
</div>
</section>
<div class="outer-container mx-auto py-4 py-md-5">
<section class="blue-title-columns pb-4 pb-md-5">
<div class="container-fluid">
<div class="row">
<div class="col-12 col-md-12">
<p class="subheading-4 bold-text mb-0">
The ONNX community provides tools to assist with creating and deploying your next deep learning model. Use the information below to select the tool that is right for your project.
</p>
</div>
</div>
</div>
</section>
<hr class="border-top my-0 mx-15"/>
<section class="py-4 py-md-5">
<div class="container-fluid">
<div class="row" id="buildModel">
<div class="col-12 col-md-12 pl-90 mb-4">
<div class="icon-container icon-wrapper">
<img src="images/icon/icon-build-model-1.svg" alt="">
</div>
<h2 class="subheading-2 blue-text">Build Model</h2>
</div>
<div class="col-12 col-md-12">
<div class="border p-3 p-sm-4">
<h3 class="subheading-4 blue-text">Frameworks & Converters</h3>
<p class="mb-4">Use the frameworks you already know and love.</p>
<div class="row supported-tools-logo text-center">
<div class="col col-5-3 mb-5">
<a href="https://caffe2.ai/" target="_blank"><img src="./images/logos/logo-Caffe2.png" alt="Caffe2 logo"></a>
</div>
<div class="col col-5-3 mb-5">
<a href="https://chainer.org/" target="_blank"><img src="./images/logos/logo-chainer.png" alt="Chainer logo"></a>
</div>
<div class="col col-5-3 mb-5">
<a href="https://docs.microsoft.com/en-us/windows/ai/windows-ml/convert-model-winmltools" target="_blank"><img src="./images/logos/logo-dmlc-XGBoost.png" alt="dmlc-XGBoost logo"></a>
</div>
<div class="col col-5-3 mb-5">
<a href="https://github.com/onnx/onnxmltools" target="_blank"><img src="./images/logos/logo-Keras.png" alt="Keras logo"></a>
</div>
<div class="col col-5-3 mb-5">
<a href="https://docs.microsoft.com/en-us/windows/ai/convert-model-winmltools" target="_blank"><img src="./images/logos/logo-LibSVM.png" alt="LibSVM logo"></a>
</div>
<div class="col col-5-3 mb-5">
<a href="https://www.mathworks.com/products/deep-learning.html" target="_blank"><img src="./images/logos/logo-Matlab.png" alt="Matlab logo"></a>
</div>
<div class="col col-5-3 mb-5">
<a href="https://www.microsoft.com/en-us/cognitive-toolkit/" target="_blank"><img src="./images/logos/logo-Cognitive-Tollkit.png" alt="Cognitive-Tollkit logo"></a>
</div>
<div class="col col-5-3 mb-5">
<a href="https://mxnet.incubator.apache.org/" target="_blank"><img src="./images/logos/logo-mxnet.png" alt="mxnet logo"></a>
</div>
<div class="col col-5-3 mb-5">
<a href="https://github.com/onnx/onnx-coreml" target="_blank"><img src="./images/logos/logo-ML.png" alt="ML logo"></a>
</div>
<div class="col col-5-3 mb-5">
<a href="https://github.com/Tencent/ncnn" target="_blank"><img src="./images/logos/logo-NCNN.png" alt="NCNN logo"></a>
</div>
<div class="col col-5-3 mb-5">
<a href="https://nnabla.org/" target="_blank"><img src="./images/logos/logo-Neural-Network-Libraries.png" alt="Neural-Network-Libraries logo"></a>
</div>
<div class="col col-5-3 mb-5">
<a href="https://github.com/PaddlePaddle/paddle-onnx" target="_blank"><img src="./images/logos/logo-PaddlePaddle.png" alt="PaddlePaddle logo"></a>
</div>
<div class="col col-5-3 mb-5">
<a href="https://pytorch.org/" target="_blank"><img src="./images/logos/logo-PyTorch.png" alt="PyTorch logo"></a>
</div>
<div class="col col-5-3 mb-5">
<a href="https://github.com/sassoftware/python-dlpy" target="_blank"><img src="./images/logos/logo-SAS.png" alt="SAS logo"></a>
</div>
<div class="col col-5-3 mb-5">
<a href="https://www.siemens.com/plm/simcenter-amesim" target="_blank"><img src="./images/logos/logo-siemens.png" alt="Siemens logo"></a>
</div>
<div class="col col-5-3 mb-0 mb-md-5">
<a href="https://github.com/onnx/onnxmltools" target="_blank"><img src="./images/logos/logo-sklearn.png" alt="sklearn logo"></a>
</div>
<div class="col col-5-3">
<a href="https://github.com/onnx/onnx-tensorflow" target="_blank"><img src="./images/logos/logo-Tensorflow-1.png" alt="Tensorflow logo"></a>
</div>
</div>
</div>
</div>
</div>
<div class="row pt-4 equalHeight">
<div class="col-12 col-md-6 mb-4 mb-md-0">
<div class="border p-3 p-sm-4 build-model">
<h3 class="subheading-4 blue-text">Cloud Services</h3>
<p>Leverage services from cloud providers to build, train and inference your models.</p>
<div class="row cloud-services-icon">
<div class="col-4 col-sm-3 col-md-4 col-lg-3 col-xl-2 mt-1">
<a href="https://docs.microsoft.com/en-us/azure/cognitive-services/Custom-Vision-Service/custom-vision-onnx-windows-ml" target="_blank"><img src="./images/icon/icon-cloud-services-1.png" alt="Azure Cognitive Services"></a>
</div>
<div class="col-4 col-sm-3 col-md-4 col-lg-3 col-xl-2">
<a href="https://docs.microsoft.com/en-us/azure/machine-learning/service/concept-automated-ml#use-with-onnx-in-c-apps" target="_blank">
<img src="./images/icon/icon-cloud-services-2.png" class="icon-cloud-2" alt="Azure Machine Learning"></a>
</div>
</div>
</div>
</div>
<div class="col-12 col-md-6">
<div class="border p-3 p-sm-4 build-model">
<h3 class="subheading-4 blue-text">Pre-Trained Models</h3>
<p>Get started quickly with this collection of pre-trained models in ONNX format.</p>
<div class="row pre-trained-icon">
<div class="col-4 col-sm-3 col-md-4 col-lg-3 col-xl-2 top-m-5">
<a href="https://github.com/onnx/models#vision" target="_blank"><img src="./images/icon/icon-eye-view.svg" alt="Vision Models"></a>
</div>
<div class="col-4 col-sm-3 col-md-4 col-lg-3 col-xl-2">
<a href="https://github.com/onnx/models#language" target="_blank"><img src="./images/icon/icon-chat-comment.svg" alt="Language Models"></a>
</div>
</div>
</div>
</div>
</div>
</div>
</section>
<hr class="border-top my-0 mx-15"/>
<section class="py-md-5 py-4">
<div class="container-fluid">
<div class="row" id='deployModel'>
<div class="col-12 col-md-12 pl-80 mb-4">
<div class="icon-container icon-wrapper">
<img src="images/icon/icon-deploy-model.svg" alt="">
</div>
<h2 class="subheading-2 blue-text">Deploy Model</h2>
</div>
<div class="col-12 col-md-12">
<div class="border p-3 p-sm-4">
<h3 class="subheading-4 blue-text">Inference</h3>
<p class="mb-4 pb-2">Deploy your ONNX model using runtimes designed to accelerate inferencing.</p>
<div class="row deloy-modal-logo text-center">
<div class="col col-5-3 mb-5">
<a href="http://sophon.ai/" target="_blank"><img src="./images/logos/logo-Bitmain.png" alt="Bitmain logo"></a>
</div>
<div class="col col-5-3 mb-5">
<a href="https://www.ceva-dsp.com/product/ceva-deep-neural-network-cdnn/" target="_blank"><img src="./images/logos/logo-Ceva.png" alt="Ceva logo"></a>
</div>
<div class="col col-5-3 mb-5">
<a href="https://habana.ai/" target="_blank"><img src="./images/logos/logo-habana.png" alt="habana logo"></a>
</div>
<div class="col col-5-3 mb-5">
<a href="https://intel.com/" target="_blank"><img src="./images/logos/logo-InterlAI.png" alt="InterlAI logo"></a>
</div>
<div class="col col-5-3 mb-5">
<a href="https://developer.nvidia.com/tensorrt" target="_blank"><img src="./images/logos/logo-nvidia.png" alt="nvidia logo"></a>
</div>
<div class="col col-5-3 mb-5">
<a href="https://github.com/microsoft/onnxruntime" target="_blank"><img src="./images/logos/logo-ONNX-Runtime.png" alt="ONNX-Runtime logo"></a>
</div>
<div class="col col-5-3 mb-5">
<a href="https://github.com/XiaoMi/mace" target="_blank"><img src="./images/logos/logo-mace.png" alt="mace logo"></a>
</div>
<div class="col col-5-3 mb-5 mb-lg-0">
<a href="http://www.qualcomm.com/" target="_blank"><img src="./images/logos/logo-Qualcomm.png" alt="Qualcomm logo"></a>
</div>
<div class="col col-5-3 mb-5 mb-lg-0">
<a href="http://www.rock-chips.com/a/en/products/RK18_Series/2019/0529/989.html" target="_blank"><img src="./images/logos/logo-rockchip.png" alt="Rockchip logo"></a>
</div>
<div class="col col-5-3 mb-5 mb-lg-0">
<a href="http://skymizer.com/" target="_blank"><img src="./images/logos/logo-Skymizer.png" alt="Skymizer logo"></a>
</div>
<div class="col col-5-3 mb-5 mb-lg-0">
<a href="https://www.synopsys.com/dw/ipdir.php?ds=arc-metaware-ev" target="_blank"><img src="./images/logos/logo-Synopsys.png" alt="Synopsys logo"></a>
</div>
<div class="col col-5-3 mb-5 mb-lg-0">
<a href="https://github.com/Tencent/ncnn" target="_blank"><img src="./images/logos/logo-Tencent.png" alt="Tencent logo"></a>
</div>
<div class="col col-5-3 mb-5 mb-lg-0">
<a href="https://docs.tvm.ai/tutorials/frontend/from_onnx.html#sphx-glr-tutorials-frontend-from-onnx-py" target="_blank"><img src="./images/logos/logo-tvm.png" alt="tvm logo"></a>
</div>
<div class="col col-5-3 mb-0 mb-md-0">
<a href="https://vespa.ai/" target="_blank"><img src="./images/logos/logo-Vespa.png" alt="Vespa logo"></a>
</div>
<div class="col col-5-3 mb-0 mb-md-0">
<a href="https://docs.microsoft.com/en-us/windows/uwp/machine-learning/" target="_blank"><img src="./images/logos/logo-windows.png" alt="windows logo"></a>
</div>
</div>
</div>
</div>
</div>
</div>
</section>
<hr class="border-top my-0 mx-15"/>
<section class="pt-md-5 pt-4">
<div class="container-fluid">
<div class="row equalHeight-1">
<div class="col-12 col-md-12 pl-80 mb-4">
<div class="icon-container icon-wrapper">
<img src="images/icon/icon-additional-tools.svg" alt="">
</div>
<h2 class="subheading-2 blue-text">Additional Tools</h2>
</div>
<div class="col-12 col-md-6 mb-4 mb-md-0">
<div class="border p-3 p-sm-4 additional-tools">
<h3 class="subheading-4 blue-text">Optimize</h3>
<p>Fine tune your model for size, accuracy, resource utilization, and performance.</p>
<div class="additional-tools-icons">
<a href="https://github.com/onnx/onnx/blob/master/docs/Optimizer.md" target="_blank"><img class="onnx-logo" src="./images/icon/ONNX-Logo-Black.svg" alt="ONNX logo"></a>
</div>
</div>
</div>
<div class="col-12 col-md-6">
<div class="border p-3 p-sm-4 additional-tools">
<h3 class="subheading-4 blue-text">Visualize</h3>
<p>Better understand your model by visualizing its computational graph.</p>
<div class="additional-tools-icons">
<a href="https://github.com/lutzroeder/Netron" target="_blank" class="mr-4"><img src="./images/logos/logo-netron.png" alt="netron logo"></a>
<a href="https://github.com/PaddlePaddle/VisualDL" target="_blank"><img src="./images/logos/logo-VsualDL.png" alt="VisualDL logo"></a>
</div>
</div>
</div>
</div>
</div>
</section>
</div>
</div>
<!-- Partial footer.html Start-->
<div w3-include-html="partials/footer.html"></div>
<!-- Partial footer.html End-->
<a id="back-to-top" href="#" class="btn btn-lg back-to-top" role="button" aria-label="Back to top"><span
class="fa fa-angle-up"></span></a>
</div>
<script src="https://www.w3schools.com/lib/w3.js"></script>
<script>w3.includeHTML();</script>
<script src="https://ajax.googleapis.com/ajax/libs/jquery/3.4.1/jquery.min.js"></script>
<script src="https://maxcdn.bootstrapcdn.com/bootstrap/4.3.1/js/bootstrap.min.js"></script>
<script src="./js/custom.js"></script>
</body>
</html>