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6465
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7475 </ li >
7576
7677 < li >
77- < div class ="ecosystem-dropdown ">
78- < a id ="dropdownMenuButton " data-toggle ="ecosystem-dropdown ">
79- Ecosystem
80- </ a >
81- < div class ="ecosystem-dropdown-menu ">
82- < a class ="nav-dropdown-item " href ="https://pytorch.org/hub "">
83- < span class =dropdown-title > Models (Beta)</ span >
84- < p > Discover, publish, and reuse pre-trained models</ p >
85- </ a >
86- < a class ="nav-dropdown-item " href ="https://pytorch.org/ecosystem ">
87- < span class =dropdown-title > Tools & Libraries</ span >
88- < p > Explore the ecosystem of tools and libraries</ p >
89- </ a >
90- </ div >
91- </ div >
78+ < a href ="https://pytorch.org/ecosystem "> Ecosystem</ a >
9279 </ li >
9380
9481 < li >
10491 </ li >
10592
10693 < li class ="active ">
107- < a href ="https://pytorch.org/docs/stable/index.html "> Docs</ a >
94+ < div id ="resourcesDropdownButton " data-toggle ="resources-dropdown " class ="resources-dropdown ">
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99+ < a class ="doc-dropdown-option nav-dropdown-item " href ="https://pytorch.org/docs/stable/index.html ">
100+ < span class ="dropdown-title "> PyTorch</ span >
101+ < p > </ p >
102+ </ a >
103+ < a class ="doc-dropdown-option nav-dropdown-item " href ="https://pytorch.org/audio/stable/index.html ">
104+ < span class ="dropdown-title "> torchaudio</ span >
105+ < p > </ p >
106+ </ a >
107+ < a class ="doc-dropdown-option nav-dropdown-item " href ="https://pytorch.org/text/stable/index.html ">
108+ < span class ="dropdown-title "> torchtext</ span >
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111+ < a class ="doc-dropdown-option nav-dropdown-item " href ="https://pytorch.org/vision/stable/index.html ">
112+ < span class ="dropdown-title "> torchvision</ span >
113+ < p > </ p >
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115+ < a class ="doc-dropdown-option nav-dropdown-item " href ="https://pytorch.org/elastic/ ">
116+ < span class ="dropdown-title "> TorchElastic</ span >
117+ < p > </ p >
118+ </ a >
119+ < a class ="doc-dropdown-option nav-dropdown-item " href ="https://pytorch.org/serve/ ">
120+ < span class ="dropdown-title "> TorchServe</ span >
121+ < p > </ p >
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123+ < a class ="doc-dropdown-option nav-dropdown-item " href ="https://pytorch.org/xla ">
124+ < span class ="dropdown-title "> PyTorch on XLA Devices</ span >
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127+ </ div >
108128 </ li >
109129
110130 < li >
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113133 Resources
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115135 < div class ="resources-dropdown-menu ">
116- < a class ="nav-dropdown-item " href ="https://pytorch.org/resources "">
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118- < p > Find resources and get questions answered</ p >
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120136 < a class ="nav-dropdown-item " href ="https://pytorch.org/features ">
121- < span class =dropdown-title > About</ span >
137+ < span class =" dropdown-title " > About</ span >
122138 < p > Learn about PyTorch’s features and capabilities</ p >
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146+ < p > Find resources and get questions answered</ p >
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148+ < a class ="nav-dropdown-item " href ="https://discuss.pytorch.org/ " target ="_blank ">
149+ < span class ="dropdown-title "> Forums</ span >
150+ < p > A place to discuss PyTorch code, issues, install, research</ p >
151+ </ a >
152+ < a class ="nav-dropdown-item " href ="https://pytorch.org/hub ">
153+ < span class ="dropdown-title "> Models (Beta)</ span >
154+ < p > Discover, publish, and reuse pre-trained models</ p >
155+ </ a >
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133165
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162- master (1.7 .0 )
192+ master (1.8 .0 )
163193 </ div >
164194
165195
205235< li class ="toctree-l1 "> < a class ="reference internal " href ="notes/extending.html "> Extending PyTorch</ a > </ li >
206236< li class ="toctree-l1 "> < a class ="reference internal " href ="notes/faq.html "> Frequently Asked Questions</ a > </ li >
207237< li class ="toctree-l1 "> < a class ="reference internal " href ="notes/large_scale_deployments.html "> Features for large-scale deployments</ a > </ li >
238+ < li class ="toctree-l1 "> < a class ="reference internal " href ="notes/modules.html "> Modules</ a > </ li >
208239< li class ="toctree-l1 "> < a class ="reference internal " href ="notes/multiprocessing.html "> Multiprocessing best practices</ a > </ li >
209240< li class ="toctree-l1 "> < a class ="reference internal " href ="notes/randomness.html "> Reproducibility</ a > </ li >
210241< li class ="toctree-l1 "> < a class ="reference internal " href ="notes/serialization.html "> Serialization semantics</ a > </ li >
231262< li class ="toctree-l1 "> < a class ="reference internal " href ="distributions.html "> torch.distributions</ a > </ li >
232263< li class ="toctree-l1 "> < a class ="reference internal " href ="fft.html "> torch.fft</ a > </ li >
233264< li class ="toctree-l1 "> < a class ="reference internal " href ="futures.html "> torch.futures</ a > </ li >
265+ < li class ="toctree-l1 "> < a class ="reference internal " href ="fx.html "> torch.fx</ a > </ li >
234266< li class ="toctree-l1 "> < a class ="reference internal " href ="hub.html "> torch.hub</ a > </ li >
235267< li class ="toctree-l1 "> < a class ="reference internal " href ="jit.html "> torch.jit</ a > </ li >
236268< li class ="toctree-l1 "> < a class ="reference internal " href ="linalg.html "> torch.linalg</ a > </ li >
269+ < li class ="toctree-l1 "> < a class ="reference internal " href ="torch.overrides.html "> torch.overrides</ a > </ li >
270+ < li class ="toctree-l1 "> < a class ="reference internal " href ="profiler.html "> torch.profiler</ a > </ li >
237271< li class ="toctree-l1 "> < a class ="reference internal " href ="nn.init.html "> torch.nn.init</ a > </ li >
238272< li class ="toctree-l1 "> < a class ="reference internal " href ="onnx.html "> torch.onnx</ a > </ li >
239273< li class ="toctree-l1 "> < a class ="reference internal " href ="optim.html "> torch.optim</ a > </ li >
240274< li class ="toctree-l1 "> < a class ="reference internal " href ="complex_numbers.html "> Complex Numbers</ a > </ li >
275+ < li class ="toctree-l1 "> < a class ="reference internal " href ="ddp_comm_hooks.html "> DDP Communication Hooks</ a > </ li >
276+ < li class ="toctree-l1 "> < a class ="reference internal " href ="pipeline.html "> Pipeline Parallelism</ a > </ li >
241277< li class ="toctree-l1 "> < a class ="reference internal " href ="quantization.html "> Quantization</ a > </ li >
242278< li class ="toctree-l1 "> < a class ="reference internal " href ="rpc.html "> Distributed RPC Framework</ a > </ li >
243279< li class ="toctree-l1 "> < a class ="reference internal " href ="random.html "> torch.random</ a > </ li >
244280< li class ="toctree-l1 "> < a class ="reference internal " href ="sparse.html "> torch.sparse</ a > </ li >
245281< li class ="toctree-l1 "> < a class ="reference internal " href ="storage.html "> torch.Storage</ a > </ li >
282+ < li class ="toctree-l1 "> < a class ="reference internal " href ="benchmark_utils.html "> torch.utils.benchmark</ a > </ li >
246283< li class ="toctree-l1 "> < a class ="reference internal " href ="bottleneck.html "> torch.utils.bottleneck</ a > </ li >
247284< li class ="toctree-l1 "> < a class ="reference internal " href ="checkpoint.html "> torch.utils.checkpoint</ a > </ li >
248285< li class ="toctree-l1 "> < a class ="reference internal " href ="cpp_extension.html "> torch.utils.cpp_extension</ a > </ li >
258295</ ul >
259296< p class ="caption "> < span class ="caption-text "> Libraries</ span > </ p >
260297< ul >
261- < li class ="toctree-l1 "> < a class ="reference external " href ="https://pytorch.org/audio "> torchaudio</ a > </ li >
262- < li class ="toctree-l1 "> < a class ="reference external " href ="https://pytorch.org/text "> torchtext</ a > </ li >
263- < li class ="toctree-l1 "> < a class ="reference external " href ="https://pytorch.org/vision "> torchvision</ a > </ li >
298+ < li class ="toctree-l1 "> < a class ="reference external " href ="https://pytorch.org/audio/stable "> torchaudio</ a > </ li >
299+ < li class ="toctree-l1 "> < a class ="reference external " href ="https://pytorch.org/text/stable "> torchtext</ a > </ li >
300+ < li class ="toctree-l1 "> < a class ="reference external " href ="https://pytorch.org/vision/stable "> torchvision</ a > </ li >
264301< li class ="toctree-l1 "> < a class ="reference external " href ="https://pytorch.org/elastic/ "> TorchElastic</ a > </ li >
265302< li class ="toctree-l1 "> < a class ="reference external " href ="https://pytorch.org/serve "> TorchServe</ a > </ li >
266303< li class ="toctree-l1 "> < a class ="reference external " href ="http://pytorch.org/xla/ "> PyTorch on XLA Devices</ a > </ li >
@@ -592,10 +629,6 @@ <h2>Resources</h2>
592629 < a href ="https://pytorch.org/get-started "> Get Started</ a >
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596- < a href ="https://pytorch.org/features "> Features</ a >
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@@ -616,14 +649,66 @@ <h2>Resources</h2>
616649 < a href ="https://pytorch.org/tutorials "> Tutorials</ a >
617650 </ li >
618651
619- < li class ="active ">
620- < a href =" https://pytorch.org/docs/stable/index.html " > Docs</ a >
652+ < li class ="resources-mobile-menu-title " class =" active ">
653+ Docs
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622655
623- < li >
624- < a href ="https://pytorch.org/resources "> Resources</ a >
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657+ < li >
658+ < a href ="https://pytorch.org/docs/stable/index.html "> PyTorch</ a >
659+ </ li >
660+
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662+ < a href ="https://pytorch.org/audio/stable/index.html "> torchaudio</ a >
663+ </ li >
664+
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666+ < a href ="https://pytorch.org/text/stable/index.html "> torchtext</ a >
667+ </ li >
668+
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670+ < a href ="https://pytorch.org/vision/stable/index.html "> torchvision</ a >
671+ </ li >
672+
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674+ < a href ="https://pytorch.org/elastic/ "> TorchElastic</ a >
675+ </ li >
676+
677+ < li >
678+ < a href ="https://pytorch.org/serve/ "> TorchServe</ a >
679+ </ li >
680+
681+ < li >
682+ < a href ="https://pytorch.org/xla "> PyTorch on XLA Devices</ a >
683+ </ li >
684+ </ ul >
685+
686+ < li class ="resources-mobile-menu-title ">
687+ Resources
625688 </ li >
626689
690+ < ul class ="resources-mobile-menu-items ">
691+ < li >
692+ < a href ="https://pytorch.org/resources "> Developer Resources</ a >
693+ </ li >
694+
695+ < li >
696+ < a href ="https://pytorch.org/features "> About</ a >
697+ </ li >
698+
699+ < li >
700+ < a href ="https://pytorch.org/hub "> Models (Beta)</ a >
701+ </ li >
702+
703+ < li >
704+ < a href ="https://pytorch.org/#community-module "> Community</ a >
705+ </ li >
706+
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708+ < a href ="https://discuss.pytorch.org/ "> Forums</ a >
709+ </ li >
710+ </ ul >
711+
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628713 < a href ="https://github.com/pytorch/pytorch "> Github</ a >
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