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Posted to commits@singa.apache.org by zh...@apache.org on 2022/05/31 03:51:51 UTC
[singa-site] branch master updated: 22-5-31 refine online website
This is an automated email from the ASF dual-hosted git repository.
zhaojing pushed a commit to branch master
in repository https://gitbox.apache.org/repos/asf/singa-site.git
The following commit(s) were added to refs/heads/master by this push:
new 8f909dd 22-5-31 refine online website
new da04450 Merge pull request #32 from lzjpaul/22-5-31-refine-website-site
8f909dd is described below
commit 8f909dd748a52abb8c0e0875f4af1e11c5fda3b0
Author: zhaojing <zh...@comp.nus.edu.sg>
AuthorDate: Tue May 31 11:47:28 2022 +0800
22-5-31 refine online website
---
content/docs/2.0.0/dist-train.html | 2 +-
content/docs/2.0.0/dist-train/index.html | 2 +-
content/docs/2.0.0/examples.html | 2 +-
content/docs/2.0.0/examples/index.html | 2 +-
content/docs/2.0.0/git-workflow.html | 2 +-
content/docs/2.0.0/git-workflow/index.html | 2 +-
content/docs/2.0.0/graph.html | 2 +-
content/docs/2.0.0/graph/index.html | 2 +-
content/docs/2.0.0/half-precision.html | 2 +-
content/docs/2.0.0/half-precision/index.html | 2 +-
content/docs/2.0.0/time-profiling.html | 2 +-
content/docs/2.0.0/time-profiling/index.html | 2 +-
content/docs/2.0.0/wheel-cpu-dev.html | 2 +-
content/docs/2.0.0/wheel-cpu-dev/index.html | 2 +-
content/docs/2.0.0/wheel-cpu.html | 2 +-
content/docs/2.0.0/wheel-cpu/index.html | 2 +-
content/docs/2.0.0/wheel-gpu-dev.html | 2 +-
content/docs/2.0.0/wheel-gpu-dev/index.html | 2 +-
content/docs/2.0.0/wheel-gpu.html | 2 +-
content/docs/2.0.0/wheel-gpu/index.html | 2 +-
content/docs/3.0.0.rc1/half-precision.html | 2 +-
content/docs/3.0.0.rc1/half-precision/index.html | 2 +-
content/docs/3.0.0.rc1/time-profiling.html | 2 +-
content/docs/3.0.0.rc1/time-profiling/index.html | 2 +-
content/docs/3.0.0.rc1/wheel-cpu-dev.html | 2 +-
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content/docs/3.0.0.rc1/wheel-cpu.html | 2 +-
content/docs/3.0.0.rc1/wheel-cpu/index.html | 2 +-
content/docs/3.0.0.rc1/wheel-gpu-dev.html | 2 +-
content/docs/3.0.0.rc1/wheel-gpu-dev/index.html | 2 +-
content/docs/3.0.0.rc1/wheel-gpu.html | 2 +-
content/docs/3.0.0.rc1/wheel-gpu/index.html | 2 +-
content/docs/3.0.0/half-precision.html | 2 +-
content/docs/3.0.0/half-precision/index.html | 2 +-
content/docs/3.0.0/time-profiling.html | 2 +-
content/docs/3.0.0/time-profiling/index.html | 2 +-
content/docs/3.0.0/wheel-cpu-dev.html | 2 +-
content/docs/3.0.0/wheel-cpu-dev/index.html | 2 +-
content/docs/3.0.0/wheel-cpu.html | 2 +-
content/docs/3.0.0/wheel-cpu/index.html | 2 +-
content/docs/3.0.0/wheel-gpu-dev.html | 2 +-
content/docs/3.0.0/wheel-gpu-dev/index.html | 2 +-
content/docs/3.0.0/wheel-gpu.html | 2 +-
content/docs/3.0.0/wheel-gpu/index.html | 2 +-
content/docs/3.1.0/half-precision.html | 2 +-
content/docs/3.1.0/half-precision/index.html | 2 +-
content/docs/3.3.0_Chinese/autograd.html | 2 +-
content/docs/3.3.0_Chinese/autograd/index.html | 2 +-
content/docs/3.3.0_Chinese/benchmark-train.html | 2 +-
content/docs/3.3.0_Chinese/benchmark-train/index.html | 2 +-
content/docs/3.3.0_Chinese/build.html | 2 +-
content/docs/3.3.0_Chinese/build/index.html | 2 +-
content/docs/3.3.0_Chinese/contribute-code.html | 2 +-
content/docs/3.3.0_Chinese/contribute-code/index.html | 2 +-
content/docs/3.3.0_Chinese/contribute-docs.html | 2 +-
content/docs/3.3.0_Chinese/contribute-docs/index.html | 2 +-
content/docs/3.3.0_Chinese/device.html | 2 +-
content/docs/3.3.0_Chinese/device/index.html | 2 +-
content/docs/3.3.0_Chinese/dist-train.html | 2 +-
content/docs/3.3.0_Chinese/dist-train/index.html | 2 +-
content/docs/3.3.0_Chinese/downloads.html | 2 +-
content/docs/3.3.0_Chinese/downloads/index.html | 2 +-
content/docs/3.3.0_Chinese/examples.html | 2 +-
content/docs/3.3.0_Chinese/examples/index.html | 2 +-
content/docs/3.3.0_Chinese/git-workflow.html | 2 +-
content/docs/3.3.0_Chinese/git-workflow/index.html | 2 +-
content/docs/3.3.0_Chinese/graph.html | 2 +-
content/docs/3.3.0_Chinese/graph/index.html | 2 +-
content/docs/3.3.0_Chinese/half-precision.html | 2 +-
content/docs/3.3.0_Chinese/half-precision/index.html | 2 +-
content/docs/3.3.0_Chinese/history-singa.html | 2 +-
content/docs/3.3.0_Chinese/history-singa/index.html | 2 +-
content/docs/3.3.0_Chinese/how-to-release.html | 2 +-
content/docs/3.3.0_Chinese/how-to-release/index.html | 2 +-
content/docs/3.3.0_Chinese/install-win.html | 2 +-
content/docs/3.3.0_Chinese/install-win/index.html | 2 +-
content/docs/3.3.0_Chinese/installation.html | 2 +-
content/docs/3.3.0_Chinese/installation/index.html | 2 +-
content/docs/3.3.0_Chinese/issue-tracking.html | 2 +-
content/docs/3.3.0_Chinese/issue-tracking/index.html | 2 +-
content/docs/3.3.0_Chinese/mail-lists.html | 2 +-
content/docs/3.3.0_Chinese/mail-lists/index.html | 2 +-
content/docs/3.3.0_Chinese/onnx.html | 2 +-
content/docs/3.3.0_Chinese/onnx/index.html | 2 +-
content/docs/3.3.0_Chinese/optimizer.html | 2 +-
content/docs/3.3.0_Chinese/optimizer/index.html | 2 +-
content/docs/3.3.0_Chinese/security.html | 2 +-
content/docs/3.3.0_Chinese/security/index.html | 2 +-
content/docs/3.3.0_Chinese/software-stack.html | 2 +-
content/docs/3.3.0_Chinese/software-stack/index.html | 2 +-
content/docs/3.3.0_Chinese/source-repository.html | 2 +-
content/docs/3.3.0_Chinese/source-repository/index.html | 2 +-
content/docs/3.3.0_Chinese/team-list.html | 2 +-
content/docs/3.3.0_Chinese/team-list/index.html | 2 +-
content/docs/3.3.0_Chinese/tensor.html | 2 +-
content/docs/3.3.0_Chinese/tensor/index.html | 2 +-
content/docs/3.3.0_Chinese/time-profiling.html | 2 +-
content/docs/3.3.0_Chinese/time-profiling/index.html | 2 +-
content/docs/3.3.0_Chinese/wheel-cpu-dev.html | 2 +-
content/docs/3.3.0_Chinese/wheel-cpu-dev/index.html | 2 +-
content/docs/3.3.0_Chinese/wheel-cpu.html | 2 +-
content/docs/3.3.0_Chinese/wheel-cpu/index.html | 2 +-
content/docs/3.3.0_Chinese/wheel-gpu-dev.html | 2 +-
content/docs/3.3.0_Chinese/wheel-gpu-dev/index.html | 2 +-
content/docs/3.3.0_Chinese/wheel-gpu.html | 2 +-
content/docs/3.3.0_Chinese/wheel-gpu/index.html | 2 +-
content/docs/3.3.0_Viet/autograd.html | 2 +-
content/docs/3.3.0_Viet/autograd/index.html | 2 +-
content/docs/3.3.0_Viet/benchmark-train.html | 2 +-
content/docs/3.3.0_Viet/benchmark-train/index.html | 2 +-
content/docs/3.3.0_Viet/build.html | 2 +-
content/docs/3.3.0_Viet/build/index.html | 2 +-
content/docs/3.3.0_Viet/contribute-code.html | 2 +-
content/docs/3.3.0_Viet/contribute-code/index.html | 2 +-
content/docs/3.3.0_Viet/contribute-docs.html | 2 +-
content/docs/3.3.0_Viet/contribute-docs/index.html | 2 +-
content/docs/3.3.0_Viet/device.html | 2 +-
content/docs/3.3.0_Viet/device/index.html | 2 +-
content/docs/3.3.0_Viet/dist-train.html | 2 +-
content/docs/3.3.0_Viet/dist-train/index.html | 2 +-
content/docs/3.3.0_Viet/downloads.html | 2 +-
content/docs/3.3.0_Viet/downloads/index.html | 2 +-
content/docs/3.3.0_Viet/examples.html | 2 +-
content/docs/3.3.0_Viet/examples/index.html | 2 +-
content/docs/3.3.0_Viet/git-workflow.html | 2 +-
content/docs/3.3.0_Viet/git-workflow/index.html | 2 +-
content/docs/3.3.0_Viet/graph.html | 2 +-
content/docs/3.3.0_Viet/graph/index.html | 2 +-
content/docs/3.3.0_Viet/history-singa.html | 2 +-
content/docs/3.3.0_Viet/history-singa/index.html | 2 +-
content/docs/3.3.0_Viet/how-to-release.html | 2 +-
content/docs/3.3.0_Viet/how-to-release/index.html | 2 +-
content/docs/3.3.0_Viet/install-win.html | 2 +-
content/docs/3.3.0_Viet/install-win/index.html | 2 +-
content/docs/3.3.0_Viet/installation.html | 2 +-
content/docs/3.3.0_Viet/installation/index.html | 2 +-
content/docs/3.3.0_Viet/issue-tracking.html | 2 +-
content/docs/3.3.0_Viet/issue-tracking/index.html | 2 +-
content/docs/3.3.0_Viet/mail-lists.html | 2 +-
content/docs/3.3.0_Viet/mail-lists/index.html | 2 +-
content/docs/3.3.0_Viet/onnx.html | 2 +-
content/docs/3.3.0_Viet/onnx/index.html | 2 +-
content/docs/3.3.0_Viet/optimizer.html | 2 +-
content/docs/3.3.0_Viet/optimizer/index.html | 2 +-
content/docs/3.3.0_Viet/security.html | 2 +-
content/docs/3.3.0_Viet/security/index.html | 2 +-
content/docs/3.3.0_Viet/software-stack.html | 2 +-
content/docs/3.3.0_Viet/software-stack/index.html | 2 +-
content/docs/3.3.0_Viet/source-repository.html | 2 +-
content/docs/3.3.0_Viet/source-repository/index.html | 2 +-
content/docs/3.3.0_Viet/team-list.html | 2 +-
content/docs/3.3.0_Viet/team-list/index.html | 2 +-
content/docs/3.3.0_Viet/tensor.html | 2 +-
content/docs/3.3.0_Viet/tensor/index.html | 2 +-
content/docs/3.3.0_Viet/time-profiling.html | 2 +-
content/docs/3.3.0_Viet/time-profiling/index.html | 2 +-
content/docs/3.3.0_Viet/wheel-cpu-dev.html | 2 +-
content/docs/3.3.0_Viet/wheel-cpu-dev/index.html | 2 +-
content/docs/3.3.0_Viet/wheel-cpu.html | 2 +-
content/docs/3.3.0_Viet/wheel-cpu/index.html | 2 +-
content/docs/3.3.0_Viet/wheel-gpu-dev.html | 2 +-
content/docs/3.3.0_Viet/wheel-gpu-dev/index.html | 2 +-
content/docs/3.3.0_Viet/wheel-gpu.html | 2 +-
content/docs/3.3.0_Viet/wheel-gpu/index.html | 2 +-
content/docs/installation.html | 6 +-----
content/docs/installation/index.html | 6 +-----
content/docs/next/installation.html | 6 +-----
content/docs/next/installation/index.html | 6 +-----
content/docs/next/releases/RELEASE_NOTES_3.3.0.html | 2 +-
content/docs/next/releases/RELEASE_NOTES_3.3.0/index.html | 2 +-
content/docs/next/wheel-cpu.html | 2 +-
content/docs/next/wheel-cpu/index.html | 2 +-
content/docs/next/wheel-gpu.html | 2 +-
content/docs/next/wheel-gpu/index.html | 2 +-
content/docs/releases/RELEASE_NOTES_3.3.0.html | 2 +-
content/docs/releases/RELEASE_NOTES_3.3.0/index.html | 2 +-
content/docs/wheel-cpu.html | 2 +-
content/docs/wheel-cpu/index.html | 2 +-
content/docs/wheel-gpu.html | 2 +-
content/docs/wheel-gpu/index.html | 2 +-
content/en/index.html | 2 +-
content/index.html | 2 +-
182 files changed, 182 insertions(+), 198 deletions(-)
diff --git a/content/docs/2.0.0/dist-train.html b/content/docs/2.0.0/dist-train.html
index 6a30dca..9600968 100644
--- a/content/docs/2.0.0/dist-train.html
+++ b/content/docs/2.0.0/dist-train.html
@@ -292,7 +292,7 @@ Evaluation accuracy = <span class="hljs-number">0.988682</span>
<h3><a class="anchor" aria-hidden="true" id="distopt的python接口"></a><a href="#distopt的python接口" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2. [...]
<p>然后,python接口提供了一个<a href="https://github.com/apache/singa/blob/master/python/singa/opt.py">DistOpt</a>类来封装一个<a href="https://github.com/apache/singa/blob/master/python/singa/opt.py">optimizer</a>对象,以执行基于MPI或Multiprocess的分布式训练。在初始化过程中,它创建了一个NCCL communicator对象(来自于上面小节提到的C接口),然后,<code>DistOpt</code>中的每一次all-reduce操作都会用到这个communicator对象。</p>
<p>在MPI或Multiprocess中,每个进程都有一个独立的rank,它给出了各个进程使用的GPU的信息。训练数据是被拆分的,因此每个进程可以根据一部分训练数据来评估子梯度。一旦每个进程的子梯度被计算出来,就可以将所有进程计算出的子梯度做all-reduce,得到总体随机梯度。</p>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#使用">使用</a><ul class="toc-headings"><li><a href="#代码示例">代码示例</a></li><li><a href="#执行命令">执行命令</a></li></ul></li><li><a href="#针对分布式训练的优化">针对分布式训练的优化</a><ul class="toc-headings"><li><a href="#不采取优化手段">不采取优化手段</a></li><li><a href="#半精度梯度(half-precision-gradients)">半精度梯度(Half-precision Gradients)</a></li><li><a href="#部分同步(partial-synchronization)">部分同步(Part [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 11/9/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#使用">使用</a><ul class="toc-headings"><li><a href="#代码示例">代码示例</a></li><li><a href="#执行命令">执行命令</a></li></ul></li><li><a href="#针对分布式训练的优化">针对分布式训练的优化</a><ul class="toc-headings"><li><a href="#不采取优化手段">不采取优化手段</a></li><li><a href="#半精度梯度(half-precision-gradients)">半精度梯度(Half-precision Gradie [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/2.0.0/dist-train/index.html b/content/docs/2.0.0/dist-train/index.html
index 6a30dca..9600968 100644
--- a/content/docs/2.0.0/dist-train/index.html
+++ b/content/docs/2.0.0/dist-train/index.html
@@ -292,7 +292,7 @@ Evaluation accuracy = <span class="hljs-number">0.988682</span>
<h3><a class="anchor" aria-hidden="true" id="distopt的python接口"></a><a href="#distopt的python接口" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2. [...]
<p>然后,python接口提供了一个<a href="https://github.com/apache/singa/blob/master/python/singa/opt.py">DistOpt</a>类来封装一个<a href="https://github.com/apache/singa/blob/master/python/singa/opt.py">optimizer</a>对象,以执行基于MPI或Multiprocess的分布式训练。在初始化过程中,它创建了一个NCCL communicator对象(来自于上面小节提到的C接口),然后,<code>DistOpt</code>中的每一次all-reduce操作都会用到这个communicator对象。</p>
<p>在MPI或Multiprocess中,每个进程都有一个独立的rank,它给出了各个进程使用的GPU的信息。训练数据是被拆分的,因此每个进程可以根据一部分训练数据来评估子梯度。一旦每个进程的子梯度被计算出来,就可以将所有进程计算出的子梯度做all-reduce,得到总体随机梯度。</p>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#使用">使用</a><ul class="toc-headings"><li><a href="#代码示例">代码示例</a></li><li><a href="#执行命令">执行命令</a></li></ul></li><li><a href="#针对分布式训练的优化">针对分布式训练的优化</a><ul class="toc-headings"><li><a href="#不采取优化手段">不采取优化手段</a></li><li><a href="#半精度梯度(half-precision-gradients)">半精度梯度(Half-precision Gradients)</a></li><li><a href="#部分同步(partial-synchronization)">部分同步(Part [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 11/9/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#使用">使用</a><ul class="toc-headings"><li><a href="#代码示例">代码示例</a></li><li><a href="#执行命令">执行命令</a></li></ul></li><li><a href="#针对分布式训练的优化">针对分布式训练的优化</a><ul class="toc-headings"><li><a href="#不采取优化手段">不采取优化手段</a></li><li><a href="#半精度梯度(half-precision-gradients)">半精度梯度(Half-precision Gradie [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/2.0.0/examples.html b/content/docs/2.0.0/examples.html
index 019ccaa..34832d0 100644
--- a/content/docs/2.0.0/examples.html
+++ b/content/docs/2.0.0/examples.html
@@ -81,7 +81,7 @@
<li>MNIST数据集的有限玻尔兹曼机, <a href="">source</a>,
<a href="https://colab.research.google.com/drive/19996noGu9JyHHkVmp4edBGu7PJSRQKsd">Colab</a>.</li>
</ul>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#图像分类">图像分类</a></li><li><a href="#目标检测">目标检测</a></li><li><a href="#面部及表情识别">面部及表情识别</a></li><li><a href="#图像生成">图像生成</a></li><li><a href="#机器理解">机器理解</a></li><li><a href="#文字识别">文字识别</a></li><li><a href="#文本排序">文本排序</a></li><li><a href="#其他">其他</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav- [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 9/18/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#图像分类">图像分类</a></li><li><a href="#目标检测">目标检测</a></li><li><a href="#面部及表情识别">面部及表情识别</a></li><li><a href="#图像生成">图像生成</a></li><li><a href="#机器理解">机器理解</a></li><li><a href="#文字识别">文字识别</a></li><li><a href="#文本排序">文本排序</a></li><li><a href="#其他">其他</a></li></ul></nav></div><footer class="nav-f [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/2.0.0/examples/index.html b/content/docs/2.0.0/examples/index.html
index 019ccaa..34832d0 100644
--- a/content/docs/2.0.0/examples/index.html
+++ b/content/docs/2.0.0/examples/index.html
@@ -81,7 +81,7 @@
<li>MNIST数据集的有限玻尔兹曼机, <a href="">source</a>,
<a href="https://colab.research.google.com/drive/19996noGu9JyHHkVmp4edBGu7PJSRQKsd">Colab</a>.</li>
</ul>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 9/18/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#图像分类">图像分类</a></li><li><a href="#目标检测">目标检测</a></li><li><a href="#面部及表情识别">面部及表情识别</a></li><li><a href="#图像生成">图像生成</a></li><li><a href="#机器理解">机器理解</a></li><li><a href="#文字识别">文字识别</a></li><li><a href="#文本排序">文本排序</a></li><li><a href="#其他">其他</a></li></ul></nav></div><footer class="nav-f [...]
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diff --git a/content/docs/2.0.0/git-workflow.html b/content/docs/2.0.0/git-workflow.html
index ecaad83..8e4360c 100644
--- a/content/docs/2.0.0/git-workflow.html
+++ b/content/docs/2.0.0/git-workflow.html
@@ -62,7 +62,7 @@ git push asf dev:dev
</code></pre>
<p>不要使用rebase来合并PR,并禁用fast forward。</p></li>
</ul>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 11/9/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#对于开发者">对于开发者</a></li><li><a href="#对于committers">对于Committers</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a hre [...]
The Apache Software Foundation. All rights reserved.
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the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/2.0.0/git-workflow/index.html b/content/docs/2.0.0/git-workflow/index.html
index ecaad83..8e4360c 100644
--- a/content/docs/2.0.0/git-workflow/index.html
+++ b/content/docs/2.0.0/git-workflow/index.html
@@ -62,7 +62,7 @@ git push asf dev:dev
</code></pre>
<p>不要使用rebase来合并PR,并禁用fast forward。</p></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#对于开发者">对于开发者</a></li><li><a href="#对于committers">对于Committers</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting Started</a><a href="/docs/device">Gu [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 11/9/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#对于开发者">对于开发者</a></li><li><a href="#对于committers">对于Committers</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a hre [...]
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diff --git a/content/docs/2.0.0/graph.html b/content/docs/2.0.0/graph.html
index 8affda4..5485a18 100644
--- a/content/docs/2.0.0/graph.html
+++ b/content/docs/2.0.0/graph.html
@@ -434,7 +434,7 @@ C->device()->Exec(
<li>在启用计算图的情况下进行训练,可以显著减少内存占用。</li>
<li>目前,在速度上有一点改进。在效率方面还可以做更多的优化。</li>
</ul>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#样例">样例</a></li><li><a href="#实现">实现</a><ul class="toc-headings"><li><a href="#图的构建">图的构建</a></li><li><a href="#优化">优化</a></li></ul></li><li><a href="#新的操作符">新的操作符</a></li><li><a href="#benchmark">Benchmark</a><ul class="toc-headings"><li><a href="#单节点">单节点</a></li><li><a href="#多线程">多线程</a></li><li><a href="#结论">结论</a></li></ul></li></ul></nav></div><foo [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/4/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#样例">样例</a></li><li><a href="#实现">实现</a><ul class="toc-headings"><li><a href="#图的构建">图的构建</a></li><li><a href="#优化">优化</a></li></ul></li><li><a href="#新的操作符">新的操作符</a></li><li><a href="#benchmark">Benchmark</a><ul class="toc-headings"><li><a href="#单节点">单节点</a></li><li><a href="#多线程">多线程</ [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/2.0.0/graph/index.html b/content/docs/2.0.0/graph/index.html
index 8affda4..5485a18 100644
--- a/content/docs/2.0.0/graph/index.html
+++ b/content/docs/2.0.0/graph/index.html
@@ -434,7 +434,7 @@ C->device()->Exec(
<li>在启用计算图的情况下进行训练,可以显著减少内存占用。</li>
<li>目前,在速度上有一点改进。在效率方面还可以做更多的优化。</li>
</ul>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#样例">样例</a></li><li><a href="#实现">实现</a><ul class="toc-headings"><li><a href="#图的构建">图的构建</a></li><li><a href="#优化">优化</a></li></ul></li><li><a href="#新的操作符">新的操作符</a></li><li><a href="#benchmark">Benchmark</a><ul class="toc-headings"><li><a href="#单节点">单节点</a></li><li><a href="#多线程">多线程</a></li><li><a href="#结论">结论</a></li></ul></li></ul></nav></div><foo [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/4/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#样例">样例</a></li><li><a href="#实现">实现</a><ul class="toc-headings"><li><a href="#图的构建">图的构建</a></li><li><a href="#优化">优化</a></li></ul></li><li><a href="#新的操作符">新的操作符</a></li><li><a href="#benchmark">Benchmark</a><ul class="toc-headings"><li><a href="#单节点">单节点</a></li><li><a href="#多线程">多线程</ [...]
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Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/2.0.0/half-precision.html b/content/docs/2.0.0/half-precision.html
index ecf4b20..0c77f18 100644
--- a/content/docs/2.0.0/half-precision.html
+++ b/content/docs/2.0.0/half-precision.html
@@ -81,7 +81,7 @@ out, loss = model(tx, ty)
<span class="hljs-comment">// ...</span>
}
</code></pre>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#half-data-type">Half data type</a><ul class="toc-headings"><li><a href="#half-data-type-定义">Half data type 定义</a></li><li><a href="#half-data-type-运算">Half data type 运算</a></li></ul></li><li><a href="#training-in-half">Training in Half</a><ul class="toc-headings"><li><a href="#training-in-half-三个步骤">Training in Half 三个步骤</a></li><li><a href="#示例">示例</a>< [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/16/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#half-data-type">Half data type</a><ul class="toc-headings"><li><a href="#half-data-type-定义">Half data type 定义</a></li><li><a href="#half-data-type-运算">Half data type 运算</a></li></ul></li><li><a href="#training-in-half">Training in Half</a><ul class="toc-headings"><li><a href="#training-i [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/2.0.0/half-precision/index.html b/content/docs/2.0.0/half-precision/index.html
index ecf4b20..0c77f18 100644
--- a/content/docs/2.0.0/half-precision/index.html
+++ b/content/docs/2.0.0/half-precision/index.html
@@ -81,7 +81,7 @@ out, loss = model(tx, ty)
<span class="hljs-comment">// ...</span>
}
</code></pre>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#half-data-type">Half data type</a><ul class="toc-headings"><li><a href="#half-data-type-定义">Half data type 定义</a></li><li><a href="#half-data-type-运算">Half data type 运算</a></li></ul></li><li><a href="#training-in-half">Training in Half</a><ul class="toc-headings"><li><a href="#training-in-half-三个步骤">Training in Half 三个步骤</a></li><li><a href="#示例">示例</a>< [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/16/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#half-data-type">Half data type</a><ul class="toc-headings"><li><a href="#half-data-type-定义">Half data type 定义</a></li><li><a href="#half-data-type-运算">Half data type 运算</a></li></ul></li><li><a href="#training-in-half">Training in Half</a><ul class="toc-headings"><li><a href="#training-i [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/2.0.0/time-profiling.html b/content/docs/2.0.0/time-profiling.html
index 5cfbb5c..b36d78e 100644
--- a/content/docs/2.0.0/time-profiling.html
+++ b/content/docs/2.0.0/time-profiling.html
@@ -139,7 +139,7 @@ Backward Propagation <span class="hljs-built_in">Time</span> <span class="hljs-s
<span class="hljs-string">.</span>
<span class="hljs-string">.</span>
</code></pre>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#设置时间分析verbosity">设置时间分析Verbosity</a></li><li><a href="#不同verbosity的输出示例">不同Verbosity的输出示例</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting Started< [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 9/27/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#设置时间分析verbosity">设置时间分析Verbosity</a></li><li><a href="#不同verbosity的输出示例">不同Verbosity的输出示例</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/> [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/2.0.0/time-profiling/index.html b/content/docs/2.0.0/time-profiling/index.html
index 5cfbb5c..b36d78e 100644
--- a/content/docs/2.0.0/time-profiling/index.html
+++ b/content/docs/2.0.0/time-profiling/index.html
@@ -139,7 +139,7 @@ Backward Propagation <span class="hljs-built_in">Time</span> <span class="hljs-s
<span class="hljs-string">.</span>
<span class="hljs-string">.</span>
</code></pre>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#设置时间分析verbosity">设置时间分析Verbosity</a></li><li><a href="#不同verbosity的输出示例">不同Verbosity的输出示例</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting Started< [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 9/27/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#设置时间分析verbosity">设置时间分析Verbosity</a></li><li><a href="#不同verbosity的输出示例">不同Verbosity的输出示例</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/> [...]
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diff --git a/content/docs/2.0.0/wheel-cpu-dev.html b/content/docs/2.0.0/wheel-cpu-dev.html
index ad74e72..b027e40 100644
--- a/content/docs/2.0.0/wheel-cpu-dev.html
+++ b/content/docs/2.0.0/wheel-cpu-dev.html
@@ -11,7 +11,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720-cp37-cp37m-manylinux2014_x86_64.whl">Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720-cp38-cp38-manylinux2014_x86_64.whl">Python 3.8</a></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#300dev200720">3.0.0.dev200720</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting Started</a><a href="/docs/device">Guides</a><a href="/en/https://apa [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#300dev200720">3.0.0.dev200720</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting St [...]
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the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/2.0.0/wheel-cpu-dev/index.html b/content/docs/2.0.0/wheel-cpu-dev/index.html
index ad74e72..b027e40 100644
--- a/content/docs/2.0.0/wheel-cpu-dev/index.html
+++ b/content/docs/2.0.0/wheel-cpu-dev/index.html
@@ -11,7 +11,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720-cp37-cp37m-manylinux2014_x86_64.whl">Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720-cp38-cp38-manylinux2014_x86_64.whl">Python 3.8</a></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#300dev200720">3.0.0.dev200720</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting Started</a><a href="/docs/device">Guides</a><a href="/en/https://apa [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#300dev200720">3.0.0.dev200720</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting St [...]
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Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/2.0.0/wheel-cpu.html b/content/docs/2.0.0/wheel-cpu.html
index 3c054dd..2255949 100644
--- a/content/docs/2.0.0/wheel-cpu.html
+++ b/content/docs/2.0.0/wheel-cpu.html
@@ -17,7 +17,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp37-cp37m-manylinux2014_x86_64.whl">Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp38-cp38-manylinux2014_x86_64.whl">Python 3.8</a></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting Started</a><a href="/docs/device">Guides</a><a href="/ [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/21/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installa [...]
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Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/2.0.0/wheel-cpu/index.html b/content/docs/2.0.0/wheel-cpu/index.html
index 3c054dd..2255949 100644
--- a/content/docs/2.0.0/wheel-cpu/index.html
+++ b/content/docs/2.0.0/wheel-cpu/index.html
@@ -17,7 +17,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp37-cp37m-manylinux2014_x86_64.whl">Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp38-cp38-manylinux2014_x86_64.whl">Python 3.8</a></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting Started</a><a href="/docs/device">Guides</a><a href="/ [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/21/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installa [...]
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the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/2.0.0/wheel-gpu-dev.html b/content/docs/2.0.0/wheel-gpu-dev.html
index 35f27c1..bc70f25 100644
--- a/content/docs/2.0.0/wheel-gpu-dev.html
+++ b/content/docs/2.0.0/wheel-gpu-dev.html
@@ -11,7 +11,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.8</a></li>
</ul>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#300dev200720">3.0.0.dev200720</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting St [...]
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diff --git a/content/docs/2.0.0/wheel-gpu-dev/index.html b/content/docs/2.0.0/wheel-gpu-dev/index.html
index 35f27c1..bc70f25 100644
--- a/content/docs/2.0.0/wheel-gpu-dev/index.html
+++ b/content/docs/2.0.0/wheel-gpu-dev/index.html
@@ -11,7 +11,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.8</a></li>
</ul>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#300dev200720">3.0.0.dev200720</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting St [...]
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diff --git a/content/docs/2.0.0/wheel-gpu.html b/content/docs/2.0.0/wheel-gpu.html
index 0c542e8..aea177b 100644
--- a/content/docs/2.0.0/wheel-gpu.html
+++ b/content/docs/2.0.0/wheel-gpu.html
@@ -20,7 +20,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.8</a></li>
</ul>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/21/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installa [...]
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diff --git a/content/docs/2.0.0/wheel-gpu/index.html b/content/docs/2.0.0/wheel-gpu/index.html
index 0c542e8..aea177b 100644
--- a/content/docs/2.0.0/wheel-gpu/index.html
+++ b/content/docs/2.0.0/wheel-gpu/index.html
@@ -20,7 +20,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.8</a></li>
</ul>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/21/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installa [...]
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diff --git a/content/docs/3.0.0.rc1/half-precision.html b/content/docs/3.0.0.rc1/half-precision.html
index f1cf77f..1e51521 100644
--- a/content/docs/3.0.0.rc1/half-precision.html
+++ b/content/docs/3.0.0.rc1/half-precision.html
@@ -81,7 +81,7 @@ out, loss = model(tx, ty)
<span class="hljs-comment">// ...</span>
}
</code></pre>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/16/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#half-data-type">Half data type</a><ul class="toc-headings"><li><a href="#half-data-type-定义">Half data type 定义</a></li><li><a href="#half-data-type-运算">Half data type 运算</a></li></ul></li><li><a href="#training-in-half">Training in Half</a><ul class="toc-headings"><li><a href="#training-i [...]
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diff --git a/content/docs/3.0.0.rc1/half-precision/index.html b/content/docs/3.0.0.rc1/half-precision/index.html
index f1cf77f..1e51521 100644
--- a/content/docs/3.0.0.rc1/half-precision/index.html
+++ b/content/docs/3.0.0.rc1/half-precision/index.html
@@ -81,7 +81,7 @@ out, loss = model(tx, ty)
<span class="hljs-comment">// ...</span>
}
</code></pre>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#half-data-type">Half data type</a><ul class="toc-headings"><li><a href="#half-data-type-定义">Half data type 定义</a></li><li><a href="#half-data-type-运算">Half data type 运算</a></li></ul></li><li><a href="#training-in-half">Training in Half</a><ul class="toc-headings"><li><a href="#training-in-half-三个步骤">Training in Half 三个步骤</a></li><li><a href="#示例">示例</a>< [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/16/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#half-data-type">Half data type</a><ul class="toc-headings"><li><a href="#half-data-type-定义">Half data type 定义</a></li><li><a href="#half-data-type-运算">Half data type 运算</a></li></ul></li><li><a href="#training-in-half">Training in Half</a><ul class="toc-headings"><li><a href="#training-i [...]
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diff --git a/content/docs/3.0.0.rc1/time-profiling.html b/content/docs/3.0.0.rc1/time-profiling.html
index 7f5bdae..220e655 100644
--- a/content/docs/3.0.0.rc1/time-profiling.html
+++ b/content/docs/3.0.0.rc1/time-profiling.html
@@ -139,7 +139,7 @@ Backward Propagation <span class="hljs-built_in">Time</span> <span class="hljs-s
<span class="hljs-string">.</span>
<span class="hljs-string">.</span>
</code></pre>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 9/27/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#设置时间分析verbosity">设置时间分析Verbosity</a></li><li><a href="#不同verbosity的输出示例">不同Verbosity的输出示例</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/> [...]
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diff --git a/content/docs/3.0.0.rc1/time-profiling/index.html b/content/docs/3.0.0.rc1/time-profiling/index.html
index 7f5bdae..220e655 100644
--- a/content/docs/3.0.0.rc1/time-profiling/index.html
+++ b/content/docs/3.0.0.rc1/time-profiling/index.html
@@ -139,7 +139,7 @@ Backward Propagation <span class="hljs-built_in">Time</span> <span class="hljs-s
<span class="hljs-string">.</span>
<span class="hljs-string">.</span>
</code></pre>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 9/27/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#设置时间分析verbosity">设置时间分析Verbosity</a></li><li><a href="#不同verbosity的输出示例">不同Verbosity的输出示例</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/> [...]
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diff --git a/content/docs/3.0.0.rc1/wheel-cpu-dev.html b/content/docs/3.0.0.rc1/wheel-cpu-dev.html
index fdc04ff..f107e3e 100644
--- a/content/docs/3.0.0.rc1/wheel-cpu-dev.html
+++ b/content/docs/3.0.0.rc1/wheel-cpu-dev.html
@@ -11,7 +11,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720-cp37-cp37m-manylinux2014_x86_64.whl">Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720-cp38-cp38-manylinux2014_x86_64.whl">Python 3.8</a></li>
</ul>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#300dev200720">3.0.0.dev200720</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting St [...]
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diff --git a/content/docs/3.0.0.rc1/wheel-cpu-dev/index.html b/content/docs/3.0.0.rc1/wheel-cpu-dev/index.html
index fdc04ff..f107e3e 100644
--- a/content/docs/3.0.0.rc1/wheel-cpu-dev/index.html
+++ b/content/docs/3.0.0.rc1/wheel-cpu-dev/index.html
@@ -11,7 +11,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720-cp37-cp37m-manylinux2014_x86_64.whl">Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720-cp38-cp38-manylinux2014_x86_64.whl">Python 3.8</a></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#300dev200720">3.0.0.dev200720</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting Started</a><a href="/docs/device">Guides</a><a href="/en/https://apa [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#300dev200720">3.0.0.dev200720</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting St [...]
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diff --git a/content/docs/3.0.0.rc1/wheel-cpu.html b/content/docs/3.0.0.rc1/wheel-cpu.html
index 54f3c0f..5004034 100644
--- a/content/docs/3.0.0.rc1/wheel-cpu.html
+++ b/content/docs/3.0.0.rc1/wheel-cpu.html
@@ -17,7 +17,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp37-cp37m-manylinux2014_x86_64.whl">Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp38-cp38-manylinux2014_x86_64.whl">Python 3.8</a></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting Started</a><a href="/docs/device">Guides</a><a href="/ [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/21/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installa [...]
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diff --git a/content/docs/3.0.0.rc1/wheel-cpu/index.html b/content/docs/3.0.0.rc1/wheel-cpu/index.html
index 54f3c0f..5004034 100644
--- a/content/docs/3.0.0.rc1/wheel-cpu/index.html
+++ b/content/docs/3.0.0.rc1/wheel-cpu/index.html
@@ -17,7 +17,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp37-cp37m-manylinux2014_x86_64.whl">Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp38-cp38-manylinux2014_x86_64.whl">Python 3.8</a></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting Started</a><a href="/docs/device">Guides</a><a href="/ [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/21/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installa [...]
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diff --git a/content/docs/3.0.0.rc1/wheel-gpu-dev.html b/content/docs/3.0.0.rc1/wheel-gpu-dev.html
index 7262507..99a0e09 100644
--- a/content/docs/3.0.0.rc1/wheel-gpu-dev.html
+++ b/content/docs/3.0.0.rc1/wheel-gpu-dev.html
@@ -11,7 +11,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.8</a></li>
</ul>
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diff --git a/content/docs/3.0.0.rc1/wheel-gpu-dev/index.html b/content/docs/3.0.0.rc1/wheel-gpu-dev/index.html
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--- a/content/docs/3.0.0.rc1/wheel-gpu-dev/index.html
+++ b/content/docs/3.0.0.rc1/wheel-gpu-dev/index.html
@@ -11,7 +11,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.8</a></li>
</ul>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#300dev200720">3.0.0.dev200720</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting St [...]
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diff --git a/content/docs/3.0.0.rc1/wheel-gpu.html b/content/docs/3.0.0.rc1/wheel-gpu.html
index ab56aa5..7fe4246 100644
--- a/content/docs/3.0.0.rc1/wheel-gpu.html
+++ b/content/docs/3.0.0.rc1/wheel-gpu.html
@@ -20,7 +20,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.8</a></li>
</ul>
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diff --git a/content/docs/3.0.0.rc1/wheel-gpu/index.html b/content/docs/3.0.0.rc1/wheel-gpu/index.html
index ab56aa5..7fe4246 100644
--- a/content/docs/3.0.0.rc1/wheel-gpu/index.html
+++ b/content/docs/3.0.0.rc1/wheel-gpu/index.html
@@ -20,7 +20,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.8</a></li>
</ul>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/21/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installa [...]
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diff --git a/content/docs/3.0.0/half-precision.html b/content/docs/3.0.0/half-precision.html
index f83806c..9280640 100644
--- a/content/docs/3.0.0/half-precision.html
+++ b/content/docs/3.0.0/half-precision.html
@@ -81,7 +81,7 @@ out, loss = model(tx, ty)
<span class="hljs-comment">// ...</span>
}
</code></pre>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/16/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#half-data-type">Half data type</a><ul class="toc-headings"><li><a href="#half-data-type-定义">Half data type 定义</a></li><li><a href="#half-data-type-运算">Half data type 运算</a></li></ul></li><li><a href="#training-in-half">Training in Half</a><ul class="toc-headings"><li><a href="#training-i [...]
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diff --git a/content/docs/3.0.0/half-precision/index.html b/content/docs/3.0.0/half-precision/index.html
index f83806c..9280640 100644
--- a/content/docs/3.0.0/half-precision/index.html
+++ b/content/docs/3.0.0/half-precision/index.html
@@ -81,7 +81,7 @@ out, loss = model(tx, ty)
<span class="hljs-comment">// ...</span>
}
</code></pre>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/16/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#half-data-type">Half data type</a><ul class="toc-headings"><li><a href="#half-data-type-定义">Half data type 定义</a></li><li><a href="#half-data-type-运算">Half data type 运算</a></li></ul></li><li><a href="#training-in-half">Training in Half</a><ul class="toc-headings"><li><a href="#training-i [...]
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diff --git a/content/docs/3.0.0/time-profiling.html b/content/docs/3.0.0/time-profiling.html
index 68afc70..d2ce117 100644
--- a/content/docs/3.0.0/time-profiling.html
+++ b/content/docs/3.0.0/time-profiling.html
@@ -139,7 +139,7 @@ Backward Propagation <span class="hljs-built_in">Time</span> <span class="hljs-s
<span class="hljs-string">.</span>
<span class="hljs-string">.</span>
</code></pre>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 9/27/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#设置时间分析verbosity">设置时间分析Verbosity</a></li><li><a href="#不同verbosity的输出示例">不同Verbosity的输出示例</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/> [...]
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diff --git a/content/docs/3.0.0/time-profiling/index.html b/content/docs/3.0.0/time-profiling/index.html
index 68afc70..d2ce117 100644
--- a/content/docs/3.0.0/time-profiling/index.html
+++ b/content/docs/3.0.0/time-profiling/index.html
@@ -139,7 +139,7 @@ Backward Propagation <span class="hljs-built_in">Time</span> <span class="hljs-s
<span class="hljs-string">.</span>
<span class="hljs-string">.</span>
</code></pre>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 9/27/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#设置时间分析verbosity">设置时间分析Verbosity</a></li><li><a href="#不同verbosity的输出示例">不同Verbosity的输出示例</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/> [...]
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diff --git a/content/docs/3.0.0/wheel-cpu-dev.html b/content/docs/3.0.0/wheel-cpu-dev.html
index f2a15cf..f3383bf 100644
--- a/content/docs/3.0.0/wheel-cpu-dev.html
+++ b/content/docs/3.0.0/wheel-cpu-dev.html
@@ -11,7 +11,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720-cp37-cp37m-manylinux2014_x86_64.whl">Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720-cp38-cp38-manylinux2014_x86_64.whl">Python 3.8</a></li>
</ul>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#300dev200720">3.0.0.dev200720</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting St [...]
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diff --git a/content/docs/3.0.0/wheel-cpu-dev/index.html b/content/docs/3.0.0/wheel-cpu-dev/index.html
index f2a15cf..f3383bf 100644
--- a/content/docs/3.0.0/wheel-cpu-dev/index.html
+++ b/content/docs/3.0.0/wheel-cpu-dev/index.html
@@ -11,7 +11,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720-cp37-cp37m-manylinux2014_x86_64.whl">Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720-cp38-cp38-manylinux2014_x86_64.whl">Python 3.8</a></li>
</ul>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#300dev200720">3.0.0.dev200720</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting St [...]
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diff --git a/content/docs/3.0.0/wheel-cpu.html b/content/docs/3.0.0/wheel-cpu.html
index 65a6a22..b3490b5 100644
--- a/content/docs/3.0.0/wheel-cpu.html
+++ b/content/docs/3.0.0/wheel-cpu.html
@@ -17,7 +17,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp37-cp37m-manylinux2014_x86_64.whl">Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp38-cp38-manylinux2014_x86_64.whl">Python 3.8</a></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting Started</a><a href="/docs/device">Guides</a><a href="/ [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/21/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installa [...]
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diff --git a/content/docs/3.0.0/wheel-cpu/index.html b/content/docs/3.0.0/wheel-cpu/index.html
index 65a6a22..b3490b5 100644
--- a/content/docs/3.0.0/wheel-cpu/index.html
+++ b/content/docs/3.0.0/wheel-cpu/index.html
@@ -17,7 +17,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp37-cp37m-manylinux2014_x86_64.whl">Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp38-cp38-manylinux2014_x86_64.whl">Python 3.8</a></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting Started</a><a href="/docs/device">Guides</a><a href="/ [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/21/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installa [...]
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diff --git a/content/docs/3.0.0/wheel-gpu-dev.html b/content/docs/3.0.0/wheel-gpu-dev.html
index 47a31aa..e9ca379 100644
--- a/content/docs/3.0.0/wheel-gpu-dev.html
+++ b/content/docs/3.0.0/wheel-gpu-dev.html
@@ -11,7 +11,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.8</a></li>
</ul>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#300dev200720">3.0.0.dev200720</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting St [...]
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diff --git a/content/docs/3.0.0/wheel-gpu-dev/index.html b/content/docs/3.0.0/wheel-gpu-dev/index.html
index 47a31aa..e9ca379 100644
--- a/content/docs/3.0.0/wheel-gpu-dev/index.html
+++ b/content/docs/3.0.0/wheel-gpu-dev/index.html
@@ -11,7 +11,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.8</a></li>
</ul>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#300dev200720">3.0.0.dev200720</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting St [...]
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Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.0.0/wheel-gpu.html b/content/docs/3.0.0/wheel-gpu.html
index dc23e53..7965ec1 100644
--- a/content/docs/3.0.0/wheel-gpu.html
+++ b/content/docs/3.0.0/wheel-gpu.html
@@ -20,7 +20,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.8</a></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting Started</a><a href="/docs/device">Guides</a><a href="/ [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/21/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installa [...]
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Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.0.0/wheel-gpu/index.html b/content/docs/3.0.0/wheel-gpu/index.html
index dc23e53..7965ec1 100644
--- a/content/docs/3.0.0/wheel-gpu/index.html
+++ b/content/docs/3.0.0/wheel-gpu/index.html
@@ -20,7 +20,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.8</a></li>
</ul>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/21/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installa [...]
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Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.1.0/half-precision.html b/content/docs/3.1.0/half-precision.html
index 8fc2487..8037e8b 100644
--- a/content/docs/3.1.0/half-precision.html
+++ b/content/docs/3.1.0/half-precision.html
@@ -81,7 +81,7 @@ out, loss = model(tx, ty)
<span class="hljs-comment">// ...</span>
}
</code></pre>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#half-data-type">Half data type</a><ul class="toc-headings"><li><a href="#half-data-type-定义">Half data type 定义</a></li><li><a href="#half-data-type-运算">Half data type 运算</a></li></ul></li><li><a href="#training-in-half">Training in Half</a><ul class="toc-headings"><li><a href="#training-in-half-三个步骤">Training in Half 三个步骤</a></li><li><a href="#示例">示例</a>< [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/16/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#half-data-type">Half data type</a><ul class="toc-headings"><li><a href="#half-data-type-定义">Half data type 定义</a></li><li><a href="#half-data-type-运算">Half data type 运算</a></li></ul></li><li><a href="#training-in-half">Training in Half</a><ul class="toc-headings"><li><a href="#training-i [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.1.0/half-precision/index.html b/content/docs/3.1.0/half-precision/index.html
index 8fc2487..8037e8b 100644
--- a/content/docs/3.1.0/half-precision/index.html
+++ b/content/docs/3.1.0/half-precision/index.html
@@ -81,7 +81,7 @@ out, loss = model(tx, ty)
<span class="hljs-comment">// ...</span>
}
</code></pre>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/16/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#half-data-type">Half data type</a><ul class="toc-headings"><li><a href="#half-data-type-定义">Half data type 定义</a></li><li><a href="#half-data-type-运算">Half data type 运算</a></li></ul></li><li><a href="#training-in-half">Training in Half</a><ul class="toc-headings"><li><a href="#training-i [...]
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Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/autograd.html b/content/docs/3.3.0_Chinese/autograd.html
index 40c3da9..c12cf84 100644
--- a/content/docs/3.3.0_Chinese/autograd.html
+++ b/content/docs/3.3.0_Chinese/autograd.html
@@ -240,7 +240,7 @@ checkpointpath=<span class="hljs-string">"checkpoint.zip"</span>
</code></pre>
<h3><a class="anchor" aria-hidden="true" id="python-api"></a><a href="#python-api" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1 [...]
<p>关于Python API的更多细节,请参考<a href="https://singa.readthedocs.io/en/latest/autograd.html#module-singa.autograd">这里</a>。</p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/tensor"><span class="arrow-prev">← </span><span>Tensor</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/optimizer"><span>Optimizer</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#相关模块">相关模块</a><ul class="toc-headings"><li><a href="#tensor">Tensor</a></li><li><a href="#operation">Operation</ [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/4/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/tensor"><span class="arrow-prev">← </span><span>Tensor</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/optimizer"><span>Optimizer</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#相关模块">相关模块</a><ul class="toc-headings"><li><a [...]
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the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/autograd/index.html b/content/docs/3.3.0_Chinese/autograd/index.html
index 40c3da9..c12cf84 100644
--- a/content/docs/3.3.0_Chinese/autograd/index.html
+++ b/content/docs/3.3.0_Chinese/autograd/index.html
@@ -240,7 +240,7 @@ checkpointpath=<span class="hljs-string">"checkpoint.zip"</span>
</code></pre>
<h3><a class="anchor" aria-hidden="true" id="python-api"></a><a href="#python-api" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1 [...]
<p>关于Python API的更多细节,请参考<a href="https://singa.readthedocs.io/en/latest/autograd.html#module-singa.autograd">这里</a>。</p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/tensor"><span class="arrow-prev">← </span><span>Tensor</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/optimizer"><span>Optimizer</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#相关模块">相关模块</a><ul class="toc-headings"><li><a href="#tensor">Tensor</a></li><li><a href="#operation">Operation</ [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/4/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/tensor"><span class="arrow-prev">← </span><span>Tensor</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/optimizer"><span>Optimizer</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#相关模块">相关模块</a><ul class="toc-headings"><li><a [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/benchmark-train.html b/content/docs/3.3.0_Chinese/benchmark-train.html
index a298105..68f140a 100644
--- a/content/docs/3.3.0_Chinese/benchmark-train.html
+++ b/content/docs/3.3.0_Chinese/benchmark-train.html
@@ -9,7 +9,7 @@
<p>硬件方面:我们使用的是AWS的p2.8xlarge实例,每个实例有8个Nvidia Tesla K80 GPU,共96GB GPU内存,32个vCPU,488GB主内存,10Gbps网络带宽。</p>
<p>衡量标准:我们衡量不同数量worker的每次迭代时间,以评估SINGA的可扩展性。Batch-size固定为每个GPU32个。采用同步训练方案。因此,有效的batch-size是<code>32N</code>,其中N是GPU的数量。我们与一个流行的开源系统进行比较,该系统采用参数服务器拓扑结构。选择第一个GPU作为服务器。</p>
<p><img src="/docs/assets/benchmark.png" alt="Benchmark Experiments"> <br/> <strong>可扩展性测试。条形为吞吐量,折线形为通信成本。</strong></p>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting Started</a><a href="/docs/device">Guides</a><a href="/en/https://apache-singa.readthedocs.io/en/latest/">API Reference</a><a href="/docs/examples">Exa [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 11/9/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting Started</a><a href="/docs/device">Guides</a><a href="/en/https://apache-singa.readt [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/benchmark-train/index.html b/content/docs/3.3.0_Chinese/benchmark-train/index.html
index a298105..68f140a 100644
--- a/content/docs/3.3.0_Chinese/benchmark-train/index.html
+++ b/content/docs/3.3.0_Chinese/benchmark-train/index.html
@@ -9,7 +9,7 @@
<p>硬件方面:我们使用的是AWS的p2.8xlarge实例,每个实例有8个Nvidia Tesla K80 GPU,共96GB GPU内存,32个vCPU,488GB主内存,10Gbps网络带宽。</p>
<p>衡量标准:我们衡量不同数量worker的每次迭代时间,以评估SINGA的可扩展性。Batch-size固定为每个GPU32个。采用同步训练方案。因此,有效的batch-size是<code>32N</code>,其中N是GPU的数量。我们与一个流行的开源系统进行比较,该系统采用参数服务器拓扑结构。选择第一个GPU作为服务器。</p>
<p><img src="/docs/assets/benchmark.png" alt="Benchmark Experiments"> <br/> <strong>可扩展性测试。条形为吞吐量,折线形为通信成本。</strong></p>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting Started</a><a href="/docs/device">Guides</a><a href="/en/https://apache-singa.readthedocs.io/en/latest/">API Reference</a><a href="/docs/examples">Exa [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 11/9/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting Started</a><a href="/docs/device">Guides</a><a href="/en/https://apache-singa.readt [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/build.html b/content/docs/3.3.0_Chinese/build.html
index d3b1d2f..eee1059 100644
--- a/content/docs/3.3.0_Chinese/build.html
+++ b/content/docs/3.3.0_Chinese/build.html
@@ -323,7 +323,7 @@ PyThreadState_Get: no current thread Abort trap: 6"</p>
<pre><code class="hljs"> $ cmake -DPYTHON_LIBRARY=`python-config --prefix`/lib/libpython2.7.dylib -DPYTHON_INCLUDE_DIR=`python-config --prefix`/include/python2.7/ ..
</code></pre>
<p>如果从二进制包中安装PySINGA,例如debian或wheel,那么你需要改变python解释器的路径,例如,重新设置$PATH,并把Python的正确路径放在前面的位置。</p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/downloads"><span class="arrow-prev">← </span><span>Download SINGA</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/contribute-code"><span>How to Contribute Code</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#使用conda构筑singa">使用Conda构筑SINGA</a><ul class="toc-headings"><li><a href="#构建cpu版本"> [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 11/9/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/downloads"><span class="arrow-prev">← </span><span>Download SINGA</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/contribute-code"><span>How to Contribute Code</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#使用conda构筑singa" [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/build/index.html b/content/docs/3.3.0_Chinese/build/index.html
index d3b1d2f..eee1059 100644
--- a/content/docs/3.3.0_Chinese/build/index.html
+++ b/content/docs/3.3.0_Chinese/build/index.html
@@ -323,7 +323,7 @@ PyThreadState_Get: no current thread Abort trap: 6"</p>
<pre><code class="hljs"> $ cmake -DPYTHON_LIBRARY=`python-config --prefix`/lib/libpython2.7.dylib -DPYTHON_INCLUDE_DIR=`python-config --prefix`/include/python2.7/ ..
</code></pre>
<p>如果从二进制包中安装PySINGA,例如debian或wheel,那么你需要改变python解释器的路径,例如,重新设置$PATH,并把Python的正确路径放在前面的位置。</p>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 11/9/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/downloads"><span class="arrow-prev">← </span><span>Download SINGA</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/contribute-code"><span>How to Contribute Code</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#使用conda构筑singa" [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/contribute-code.html b/content/docs/3.3.0_Chinese/contribute-code.html
index 700da50..77e1dde 100644
--- a/content/docs/3.3.0_Chinese/contribute-code.html
+++ b/content/docs/3.3.0_Chinese/contribute-code.html
@@ -138,7 +138,7 @@ $ pip <span class="hljs-keyword">install</span> pylint
</code></pre>
<h2><a class="anchor" aria-hidden="true" id="工作流程"></a><a href="#工作流程" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6 [...]
<p>请参阅<a href="/docs/3.3.0_Chinese/git-workflow">git工作流程页面</a>.</p>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 11/9/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/build"><span class="arrow-prev">← </span><span>Build SINGA from Source</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/contribute-docs"><span>How to Contribute to Documentation</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href= [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/contribute-code/index.html b/content/docs/3.3.0_Chinese/contribute-code/index.html
index 700da50..77e1dde 100644
--- a/content/docs/3.3.0_Chinese/contribute-code/index.html
+++ b/content/docs/3.3.0_Chinese/contribute-code/index.html
@@ -138,7 +138,7 @@ $ pip <span class="hljs-keyword">install</span> pylint
</code></pre>
<h2><a class="anchor" aria-hidden="true" id="工作流程"></a><a href="#工作流程" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6 [...]
<p>请参阅<a href="/docs/3.3.0_Chinese/git-workflow">git工作流程页面</a>.</p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/build"><span class="arrow-prev">← </span><span>Build SINGA from Source</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/contribute-docs"><span>How to Contribute to Documentation</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#代码风格">代码风格</a></li><li><a href="#开发环境">开发环境</a></li><li><a href=" [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 11/9/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/build"><span class="arrow-prev">← </span><span>Build SINGA from Source</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/contribute-docs"><span>How to Contribute to Documentation</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href= [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/contribute-docs.html b/content/docs/3.3.0_Chinese/contribute-docs.html
index f95b342..82c6816 100644
--- a/content/docs/3.3.0_Chinese/contribute-docs.html
+++ b/content/docs/3.3.0_Chinese/contribute-docs.html
@@ -116,7 +116,7 @@
"description": "# spell check only for cpp comments"
}
</code></pre>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/contribute-code"><span class="arrow-prev">← </span><span>How to Contribute Code</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/how-to-release"><span>How to Prepare a Release</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#markdown文件">Markdown文件</a></li><li><a href="#api-references">API Re [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 11/9/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/contribute-code"><span class="arrow-prev">← </span><span>How to Contribute Code</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/how-to-release"><span>How to Prepare a Release</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="# [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/contribute-docs/index.html b/content/docs/3.3.0_Chinese/contribute-docs/index.html
index f95b342..82c6816 100644
--- a/content/docs/3.3.0_Chinese/contribute-docs/index.html
+++ b/content/docs/3.3.0_Chinese/contribute-docs/index.html
@@ -116,7 +116,7 @@
"description": "# spell check only for cpp comments"
}
</code></pre>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 11/9/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/contribute-code"><span class="arrow-prev">← </span><span>How to Contribute Code</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/how-to-release"><span>How to Prepare a Release</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="# [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/device.html b/content/docs/3.3.0_Chinese/device.html
index aedd59f..50a1816 100644
--- a/content/docs/3.3.0_Chinese/device.html
+++ b/content/docs/3.3.0_Chinese/device.html
@@ -77,7 +77,7 @@ host = device.get_default_device() <span class="hljs-comment"># get the default
ary1 = device.create_cuda_gpus(<span class="hljs-number">2</span>) <span class="hljs-comment"># create 2 devices, starting from ID 0</span>
ary2 = device.create_cuda_gpus([<span class="hljs-number">0</span>,<span class="hljs-number">2</span>]) <span class="hljs-comment"># create 2 devices on ID 0 and 2</span>
</code></pre>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/9/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/examples"><span class="arrow-prev">← </span><span>Examples</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/tensor"><span>Tensor</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#特定设备">特定设备</a></li><li><a href="#用法示例">用法示例</a>< [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/device/index.html b/content/docs/3.3.0_Chinese/device/index.html
index aedd59f..50a1816 100644
--- a/content/docs/3.3.0_Chinese/device/index.html
+++ b/content/docs/3.3.0_Chinese/device/index.html
@@ -77,7 +77,7 @@ host = device.get_default_device() <span class="hljs-comment"># get the default
ary1 = device.create_cuda_gpus(<span class="hljs-number">2</span>) <span class="hljs-comment"># create 2 devices, starting from ID 0</span>
ary2 = device.create_cuda_gpus([<span class="hljs-number">0</span>,<span class="hljs-number">2</span>]) <span class="hljs-comment"># create 2 devices on ID 0 and 2</span>
</code></pre>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/9/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/examples"><span class="arrow-prev">← </span><span>Examples</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/tensor"><span>Tensor</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#特定设备">特定设备</a></li><li><a href="#用法示例">用法示例</a>< [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/dist-train.html b/content/docs/3.3.0_Chinese/dist-train.html
index 2a78cc2..441814e 100644
--- a/content/docs/3.3.0_Chinese/dist-train.html
+++ b/content/docs/3.3.0_Chinese/dist-train.html
@@ -348,7 +348,7 @@ Evaluation accuracy = <span class="hljs-number">0.988682</span>
<h3><a class="anchor" aria-hidden="true" id="distopt的python接口"></a><a href="#distopt的python接口" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2. [...]
<p>然后,python接口提供了一个<a href="https://github.com/apache/singa/blob/master/python/singa/opt.py">DistOpt</a>类来封装一个<a href="https://github.com/apache/singa/blob/master/python/singa/opt.py">optimizer</a>对象,以执行基于MPI或Multiprocess的分布式训练。在初始化过程中,它创建了一个NCCL communicator对象(来自于上面小节提到的C接口),然后,<code>DistOpt</code>中的每一次all-reduce操作都会用到这个communicator对象。</p>
<p>在MPI或Multiprocess中,每个进程都有一个独立的rank,它给出了各个进程使用的GPU的信息。训练数据是被拆分的,因此每个进程可以根据一部分训练数据来评估子梯度。一旦每个进程的子梯度被计算出来,就可以将所有进程计算出的子梯度做all-reduce,得到总体随机梯度。</p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/onnx"><span class="arrow-prev">← </span><span>ONNX</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/time-profiling"><span>Time Profiling</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#使用">使用</a><ul class="toc-headings"><li><a href="#代码示例">代码示例</a></li><li><a href="#执行命令">执行命令</a></li></ul> [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 11/9/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/onnx"><span class="arrow-prev">← </span><span>ONNX</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/time-profiling"><span>Time Profiling</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#使用">使用</a><ul class="toc-headings"><li> [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/dist-train/index.html b/content/docs/3.3.0_Chinese/dist-train/index.html
index 2a78cc2..441814e 100644
--- a/content/docs/3.3.0_Chinese/dist-train/index.html
+++ b/content/docs/3.3.0_Chinese/dist-train/index.html
@@ -348,7 +348,7 @@ Evaluation accuracy = <span class="hljs-number">0.988682</span>
<h3><a class="anchor" aria-hidden="true" id="distopt的python接口"></a><a href="#distopt的python接口" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2. [...]
<p>然后,python接口提供了一个<a href="https://github.com/apache/singa/blob/master/python/singa/opt.py">DistOpt</a>类来封装一个<a href="https://github.com/apache/singa/blob/master/python/singa/opt.py">optimizer</a>对象,以执行基于MPI或Multiprocess的分布式训练。在初始化过程中,它创建了一个NCCL communicator对象(来自于上面小节提到的C接口),然后,<code>DistOpt</code>中的每一次all-reduce操作都会用到这个communicator对象。</p>
<p>在MPI或Multiprocess中,每个进程都有一个独立的rank,它给出了各个进程使用的GPU的信息。训练数据是被拆分的,因此每个进程可以根据一部分训练数据来评估子梯度。一旦每个进程的子梯度被计算出来,就可以将所有进程计算出的子梯度做all-reduce,得到总体随机梯度。</p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/onnx"><span class="arrow-prev">← </span><span>ONNX</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/time-profiling"><span>Time Profiling</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#使用">使用</a><ul class="toc-headings"><li><a href="#代码示例">代码示例</a></li><li><a href="#执行命令">执行命令</a></li></ul> [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 11/9/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/onnx"><span class="arrow-prev">← </span><span>ONNX</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/time-profiling"><span>Time Profiling</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#使用">使用</a><ul class="toc-headings"><li> [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/downloads.html b/content/docs/3.3.0_Chinese/downloads.html
index 7aeeaee..02a6a75 100644
--- a/content/docs/3.3.0_Chinese/downloads.html
+++ b/content/docs/3.3.0_Chinese/downloads.html
@@ -224,7 +224,7 @@
<li>使用gtest进行单元测试。</li>
</ul></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/half-precision"><span class="arrow-prev">← </span><span>Half Precision</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/build"><span>Build SINGA from Source</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#verify">Verify</a></li><li><a href="#v300-18-april-2020">V3.0.0 (18 April 2020):</a></ [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 11/22/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/half-precision"><span class="arrow-prev">← </span><span>Half Precision</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/build"><span>Build SINGA from Source</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#verify">Verify</a> [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/downloads/index.html b/content/docs/3.3.0_Chinese/downloads/index.html
index 7aeeaee..02a6a75 100644
--- a/content/docs/3.3.0_Chinese/downloads/index.html
+++ b/content/docs/3.3.0_Chinese/downloads/index.html
@@ -224,7 +224,7 @@
<li>使用gtest进行单元测试。</li>
</ul></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/half-precision"><span class="arrow-prev">← </span><span>Half Precision</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/build"><span>Build SINGA from Source</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#verify">Verify</a></li><li><a href="#v300-18-april-2020">V3.0.0 (18 April 2020):</a></ [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 11/22/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/half-precision"><span class="arrow-prev">← </span><span>Half Precision</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/build"><span>Build SINGA from Source</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#verify">Verify</a> [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/examples.html b/content/docs/3.3.0_Chinese/examples.html
index 6469ae3..6b83344 100644
--- a/content/docs/3.3.0_Chinese/examples.html
+++ b/content/docs/3.3.0_Chinese/examples.html
@@ -137,7 +137,7 @@
<li>MNIST数据集的有限玻尔兹曼机, <a href="">source</a>,
<a href="https://colab.research.google.com/drive/19996noGu9JyHHkVmp4edBGu7PJSRQKsd">Colab</a>.</li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/software-stack"><span class="arrow-prev">← </span><span>Software Stack</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/device"><span>Device</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#图像分类">图像分类</a></li><li><a href="#目标检测">目标检测</a></li><li><a href="#面部及表情识别">面部及表情识别</a></li><li><a href [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 9/18/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/software-stack"><span class="arrow-prev">← </span><span>Software Stack</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/device"><span>Device</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#图像分类">图像分类</a></li><li><a href="#目标 [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/examples/index.html b/content/docs/3.3.0_Chinese/examples/index.html
index 6469ae3..6b83344 100644
--- a/content/docs/3.3.0_Chinese/examples/index.html
+++ b/content/docs/3.3.0_Chinese/examples/index.html
@@ -137,7 +137,7 @@
<li>MNIST数据集的有限玻尔兹曼机, <a href="">source</a>,
<a href="https://colab.research.google.com/drive/19996noGu9JyHHkVmp4edBGu7PJSRQKsd">Colab</a>.</li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/software-stack"><span class="arrow-prev">← </span><span>Software Stack</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/device"><span>Device</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#图像分类">图像分类</a></li><li><a href="#目标检测">目标检测</a></li><li><a href="#面部及表情识别">面部及表情识别</a></li><li><a href [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 9/18/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/software-stack"><span class="arrow-prev">← </span><span>Software Stack</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/device"><span>Device</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#图像分类">图像分类</a></li><li><a href="#目标 [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/git-workflow.html b/content/docs/3.3.0_Chinese/git-workflow.html
index ad23ae2..a6d4a32 100644
--- a/content/docs/3.3.0_Chinese/git-workflow.html
+++ b/content/docs/3.3.0_Chinese/git-workflow.html
@@ -118,7 +118,7 @@ git push asf dev:dev
</code></pre>
<p>不要使用rebase来合并PR,并禁用fast forward。</p></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/how-to-release"><span class="arrow-prev">← </span><span>How to Prepare a Release</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#对于开发者">对于开发者</a></li><li><a href="#对于committers">对于Committers</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-squar [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 11/9/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/how-to-release"><span class="arrow-prev">← </span><span>How to Prepare a Release</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#对于开发者">对于开发者</a></li><li><a href="#对于committers">对于Committers</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="si [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/git-workflow/index.html b/content/docs/3.3.0_Chinese/git-workflow/index.html
index ad23ae2..a6d4a32 100644
--- a/content/docs/3.3.0_Chinese/git-workflow/index.html
+++ b/content/docs/3.3.0_Chinese/git-workflow/index.html
@@ -118,7 +118,7 @@ git push asf dev:dev
</code></pre>
<p>不要使用rebase来合并PR,并禁用fast forward。</p></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/how-to-release"><span class="arrow-prev">← </span><span>How to Prepare a Release</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#对于开发者">对于开发者</a></li><li><a href="#对于committers">对于Committers</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-squar [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 11/9/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/how-to-release"><span class="arrow-prev">← </span><span>How to Prepare a Release</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#对于开发者">对于开发者</a></li><li><a href="#对于committers">对于Committers</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="si [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/graph.html b/content/docs/3.3.0_Chinese/graph.html
index 19d5834..479ecfc 100644
--- a/content/docs/3.3.0_Chinese/graph.html
+++ b/content/docs/3.3.0_Chinese/graph.html
@@ -490,7 +490,7 @@ C->device()->Exec(
<li>在启用计算图的情况下进行训练,可以显著减少内存占用。</li>
<li>目前,在速度上有一点改进。在效率方面还可以做更多的优化。</li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/optimizer"><span class="arrow-prev">← </span><span>Optimizer</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/onnx"><span>ONNX</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#样例">样例</a></li><li><a href="#实现">实现</a><ul class="toc-headings"><li><a href="#图的构建">图的构建</a></li><li><a href="#优化">优 [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/4/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/optimizer"><span class="arrow-prev">← </span><span>Optimizer</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/onnx"><span>ONNX</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#样例">样例</a></li><li><a href="#实现">实现</a><ul class= [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/graph/index.html b/content/docs/3.3.0_Chinese/graph/index.html
index 19d5834..479ecfc 100644
--- a/content/docs/3.3.0_Chinese/graph/index.html
+++ b/content/docs/3.3.0_Chinese/graph/index.html
@@ -490,7 +490,7 @@ C->device()->Exec(
<li>在启用计算图的情况下进行训练,可以显著减少内存占用。</li>
<li>目前,在速度上有一点改进。在效率方面还可以做更多的优化。</li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/optimizer"><span class="arrow-prev">← </span><span>Optimizer</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/onnx"><span>ONNX</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#样例">样例</a></li><li><a href="#实现">实现</a><ul class="toc-headings"><li><a href="#图的构建">图的构建</a></li><li><a href="#优化">优 [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/4/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/optimizer"><span class="arrow-prev">← </span><span>Optimizer</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/onnx"><span>ONNX</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#样例">样例</a></li><li><a href="#实现">实现</a><ul class= [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/half-precision.html b/content/docs/3.3.0_Chinese/half-precision.html
index 3e53f75..9769ec0 100644
--- a/content/docs/3.3.0_Chinese/half-precision.html
+++ b/content/docs/3.3.0_Chinese/half-precision.html
@@ -137,7 +137,7 @@ out, loss = model(tx, ty)
<span class="hljs-comment">// ...</span>
}
</code></pre>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/time-profiling"><span class="arrow-prev">← </span><span>Time Profiling</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/downloads"><span>Download SINGA</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#half-data-type">Half data type</a><ul class="toc-headings"><li><a href="#half-data-type-定义" [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/16/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/time-profiling"><span class="arrow-prev">← </span><span>Time Profiling</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/downloads"><span>Download SINGA</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#half-data-type">Half da [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/half-precision/index.html b/content/docs/3.3.0_Chinese/half-precision/index.html
index 3e53f75..9769ec0 100644
--- a/content/docs/3.3.0_Chinese/half-precision/index.html
+++ b/content/docs/3.3.0_Chinese/half-precision/index.html
@@ -137,7 +137,7 @@ out, loss = model(tx, ty)
<span class="hljs-comment">// ...</span>
}
</code></pre>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/time-profiling"><span class="arrow-prev">← </span><span>Time Profiling</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/downloads"><span>Download SINGA</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#half-data-type">Half data type</a><ul class="toc-headings"><li><a href="#half-data-type-定义" [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/16/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/time-profiling"><span class="arrow-prev">← </span><span>Time Profiling</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/downloads"><span>Download SINGA</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#half-data-type">Half da [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/history-singa.html b/content/docs/3.3.0_Chinese/history-singa.html
index ec00956..1ea7065 100644
--- a/content/docs/3.3.0_Chinese/history-singa.html
+++ b/content/docs/3.3.0_Chinese/history-singa.html
@@ -87,7 +87,7 @@ Chin Ooi, Jie Shao, Moaz Reyad.
<h2><a class="anchor" aria-hidden="true" id="license"></a><a href="#license" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1- [...]
<p>SINGA以<a href="http://www.apache.org/licenses/LICENSE-2.0">Apache License Version 2.0</a>
版本发布。</p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/team-list"><span class="arrow-prev">← </span><span>The SINGA Team</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/wheel-cpu"><span>CPU only</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#历史">历史</a></li><li><a href="#license">License</a></li></ul></nav></div><footer class="nav-footer" id=" [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/team-list"><span class="arrow-prev">← </span><span>The SINGA Team</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/wheel-cpu"><span>CPU only</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#历史">历史</a></li><li><a href="#license [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/history-singa/index.html b/content/docs/3.3.0_Chinese/history-singa/index.html
index ec00956..1ea7065 100644
--- a/content/docs/3.3.0_Chinese/history-singa/index.html
+++ b/content/docs/3.3.0_Chinese/history-singa/index.html
@@ -87,7 +87,7 @@ Chin Ooi, Jie Shao, Moaz Reyad.
<h2><a class="anchor" aria-hidden="true" id="license"></a><a href="#license" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1- [...]
<p>SINGA以<a href="http://www.apache.org/licenses/LICENSE-2.0">Apache License Version 2.0</a>
版本发布。</p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/team-list"><span class="arrow-prev">← </span><span>The SINGA Team</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/wheel-cpu"><span>CPU only</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#历史">历史</a></li><li><a href="#license">License</a></li></ul></nav></div><footer class="nav-footer" id=" [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/team-list"><span class="arrow-prev">← </span><span>The SINGA Team</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/wheel-cpu"><span>CPU only</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#历史">历史</a></li><li><a href="#license [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/how-to-release.html b/content/docs/3.3.0_Chinese/how-to-release.html
index 0828800..f023350 100644
--- a/content/docs/3.3.0_Chinese/how-to-release.html
+++ b/content/docs/3.3.0_Chinese/how-to-release.html
@@ -213,7 +213,7 @@ and contributions to the project.
On behalf of the SINGA team, {SINGA Team Member Name}
</code></pre>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/contribute-docs"><span class="arrow-prev">← </span><span>How to Contribute to Documentation</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/git-workflow"><span>Git Workflow</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><im [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/21/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/contribute-docs"><span class="arrow-prev">← </span><span>How to Contribute to Documentation</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/git-workflow"><span>Git Workflow</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" i [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/how-to-release/index.html b/content/docs/3.3.0_Chinese/how-to-release/index.html
index 0828800..f023350 100644
--- a/content/docs/3.3.0_Chinese/how-to-release/index.html
+++ b/content/docs/3.3.0_Chinese/how-to-release/index.html
@@ -213,7 +213,7 @@ and contributions to the project.
On behalf of the SINGA team, {SINGA Team Member Name}
</code></pre>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/contribute-docs"><span class="arrow-prev">← </span><span>How to Contribute to Documentation</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/git-workflow"><span>Git Workflow</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><im [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/21/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/contribute-docs"><span class="arrow-prev">← </span><span>How to Contribute to Documentation</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/git-workflow"><span>Git Workflow</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" i [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/install-win.html b/content/docs/3.3.0_Chinese/install-win.html
index 8da3dd9..5bb2262 100644
--- a/content/docs/3.3.0_Chinese/install-win.html
+++ b/content/docs/3.3.0_Chinese/install-win.html
@@ -302,7 +302,7 @@ SingaEnv\Scripts\activate
</ul>
<p>运行单元测试的视频教程可以在这里找到:</p>
<p><a href="https://www.youtube.com/watch?v=YOjwtrvTPn4"><img src="https://img.youtube.com/vi/YOjwtrvTPn4/0.jpg" alt="youtube video"></a></p>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#安装依赖项">安装依赖项</a></li><li><a href="#构建singa源代码">构建SINGA源代码</a></li><li><a href="#安装python模块">安装python模块</a></li><li><a href="#运行单元测试">运行单元测试</a></li><li><a href="#构建包含cuda的gpu支持">构建包含cuda的GPU支持</a><ul class="toc-headings"><li><a href="#安装依赖项-1">安装依赖项</a></li><li><a href="#构建singa源代码-1">构建SINGA源代码</a></li><li><a href="#install-python-module">Install Python [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 11/9/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#安装依赖项">安装依赖项</a></li><li><a href="#构建singa源代码">构建SINGA源代码</a></li><li><a href="#安装python模块">安装python模块</a></li><li><a href="#运行单元测试">运行单元测试</a></li><li><a href="#构建包含cuda的gpu支持">构建包含cuda的GPU支持</a><ul class="toc-headings"><li><a href="#安装依赖项-1">安装依赖项</a></li><li><a href="#构建singa源代码-1">构建S [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/install-win/index.html b/content/docs/3.3.0_Chinese/install-win/index.html
index 8da3dd9..5bb2262 100644
--- a/content/docs/3.3.0_Chinese/install-win/index.html
+++ b/content/docs/3.3.0_Chinese/install-win/index.html
@@ -302,7 +302,7 @@ SingaEnv\Scripts\activate
</ul>
<p>运行单元测试的视频教程可以在这里找到:</p>
<p><a href="https://www.youtube.com/watch?v=YOjwtrvTPn4"><img src="https://img.youtube.com/vi/YOjwtrvTPn4/0.jpg" alt="youtube video"></a></p>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#安装依赖项">安装依赖项</a></li><li><a href="#构建singa源代码">构建SINGA源代码</a></li><li><a href="#安装python模块">安装python模块</a></li><li><a href="#运行单元测试">运行单元测试</a></li><li><a href="#构建包含cuda的gpu支持">构建包含cuda的GPU支持</a><ul class="toc-headings"><li><a href="#安装依赖项-1">安装依赖项</a></li><li><a href="#构建singa源代码-1">构建SINGA源代码</a></li><li><a href="#install-python-module">Install Python [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 11/9/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#安装依赖项">安装依赖项</a></li><li><a href="#构建singa源代码">构建SINGA源代码</a></li><li><a href="#安装python模块">安装python模块</a></li><li><a href="#运行单元测试">运行单元测试</a></li><li><a href="#构建包含cuda的gpu支持">构建包含cuda的GPU支持</a><ul class="toc-headings"><li><a href="#安装依赖项-1">安装依赖项</a></li><li><a href="#构建singa源代码-1">构建S [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/installation.html b/content/docs/3.3.0_Chinese/installation.html
index 04d42f2..53c3b9c 100644
--- a/content/docs/3.3.0_Chinese/installation.html
+++ b/content/docs/3.3.0_Chinese/installation.html
@@ -144,7 +144,7 @@ conda install -c nusdbsystem -c conda-forge singa-cpu
PyThreadState_Get: no current thread Abort trap: 6"</p>
<p>A: 这个错误通常发生在系统中有多个 Python 版本的时候,例如,操作系统自带的版本和 Homebrew 安装的版本。SINGA链接的Python必须与Python解释器相同。您可以通过<code>which python</code>来检查解释器python版本并通过<code>otool -L <path to _singa_wrap.so></code> 检查 SINGA 链接的 Python,如果通过conda安装SINGA,这个问题应该可以解决。</p></li>
</ul>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/21/2020</em></div><div class="docs-prevnext"><a class="docs-next button" href="/docs/3.3.0_Chinese/software-stack"><span>Software Stack</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#使用pip">使用pip</a></li><li><a href="#使用docker">使用Docker</a></li><li><a href="#从源码编译">从源码编译</a></li><li><a href="#faq">FAQ</a></li></ul></nav></div><footer [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/installation/index.html b/content/docs/3.3.0_Chinese/installation/index.html
index 04d42f2..53c3b9c 100644
--- a/content/docs/3.3.0_Chinese/installation/index.html
+++ b/content/docs/3.3.0_Chinese/installation/index.html
@@ -144,7 +144,7 @@ conda install -c nusdbsystem -c conda-forge singa-cpu
PyThreadState_Get: no current thread Abort trap: 6"</p>
<p>A: 这个错误通常发生在系统中有多个 Python 版本的时候,例如,操作系统自带的版本和 Homebrew 安装的版本。SINGA链接的Python必须与Python解释器相同。您可以通过<code>which python</code>来检查解释器python版本并通过<code>otool -L <path to _singa_wrap.so></code> 检查 SINGA 链接的 Python,如果通过conda安装SINGA,这个问题应该可以解决。</p></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-next button" href="/docs/3.3.0_Chinese/software-stack"><span>Software Stack</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#使用pip">使用pip</a></li><li><a href="#使用docker">使用Docker</a></li><li><a href="#从源码编译">从源码编译</a></li><li><a href="#faq">FAQ</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/21/2020</em></div><div class="docs-prevnext"><a class="docs-next button" href="/docs/3.3.0_Chinese/software-stack"><span>Software Stack</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#使用pip">使用pip</a></li><li><a href="#使用docker">使用Docker</a></li><li><a href="#从源码编译">从源码编译</a></li><li><a href="#faq">FAQ</a></li></ul></nav></div><footer [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/issue-tracking.html b/content/docs/3.3.0_Chinese/issue-tracking.html
index f751683..91f805f 100644
--- a/content/docs/3.3.0_Chinese/issue-tracking.html
+++ b/content/docs/3.3.0_Chinese/issue-tracking.html
@@ -63,7 +63,7 @@
</script></nav></div><div class="container mainContainer docsContainer"><div class="wrapper"><div class="post"><header class="postHeader"><a class="edit-page-link button" href="https://github.com/apache/singa-doc/blob/master/docs-site/docs/issue-tracking.md" target="_blank" rel="noreferrer noopener">Edit</a><h1 id="__docusaurus" class="postHeaderTitle">Issue Tracking</h1></header><article><div><span><!--- Licensed to the Apache Software Foundation (ASF) under one or more contribu [...]
<p>SINGA使用<a href="https://issues.apache.org/jira/browse/singa">JIRA</a>来管理问题,包括bug、新功能和讨论。</p>
<p>我们现在正在转移到<a href="https://github.com/apache/singa/issues">Github Issues</a>。</p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/mail-lists"><span class="arrow-prev">← </span><span>Project Mailing Lists</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/security"><span>Security</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-squ [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/mail-lists"><span class="arrow-prev">← </span><span>Project Mailing Lists</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/security"><span>Security</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section class="s [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/issue-tracking/index.html b/content/docs/3.3.0_Chinese/issue-tracking/index.html
index f751683..91f805f 100644
--- a/content/docs/3.3.0_Chinese/issue-tracking/index.html
+++ b/content/docs/3.3.0_Chinese/issue-tracking/index.html
@@ -63,7 +63,7 @@
</script></nav></div><div class="container mainContainer docsContainer"><div class="wrapper"><div class="post"><header class="postHeader"><a class="edit-page-link button" href="https://github.com/apache/singa-doc/blob/master/docs-site/docs/issue-tracking.md" target="_blank" rel="noreferrer noopener">Edit</a><h1 id="__docusaurus" class="postHeaderTitle">Issue Tracking</h1></header><article><div><span><!--- Licensed to the Apache Software Foundation (ASF) under one or more contribu [...]
<p>SINGA使用<a href="https://issues.apache.org/jira/browse/singa">JIRA</a>来管理问题,包括bug、新功能和讨论。</p>
<p>我们现在正在转移到<a href="https://github.com/apache/singa/issues">Github Issues</a>。</p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/mail-lists"><span class="arrow-prev">← </span><span>Project Mailing Lists</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/security"><span>Security</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-squ [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/mail-lists"><span class="arrow-prev">← </span><span>Project Mailing Lists</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/security"><span>Security</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section class="s [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/mail-lists.html b/content/docs/3.3.0_Chinese/mail-lists.html
index eeb6d42..f4d3d28 100644
--- a/content/docs/3.3.0_Chinese/mail-lists.html
+++ b/content/docs/3.3.0_Chinese/mail-lists.html
@@ -72,7 +72,7 @@
<tr><td>Security</td><td><a href="mailto:security@singa.apache.org">security@singa.apache.org</a></td><td>private</td><td>private</td><td>private</td></tr>
</tbody>
</table>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/source-repository"><span class="arrow-prev">← </span><span>Source Repository</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/issue-tracking"><span>Issue Tracking</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><s [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/mail-lists/index.html b/content/docs/3.3.0_Chinese/mail-lists/index.html
index eeb6d42..f4d3d28 100644
--- a/content/docs/3.3.0_Chinese/mail-lists/index.html
+++ b/content/docs/3.3.0_Chinese/mail-lists/index.html
@@ -72,7 +72,7 @@
<tr><td>Security</td><td><a href="mailto:security@singa.apache.org">security@singa.apache.org</a></td><td>private</td><td>private</td><td>private</td></tr>
</tbody>
</table>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/source-repository"><span class="arrow-prev">← </span><span>Source Repository</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/issue-tracking"><span>Issue Tracking</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/source-repository"><span class="arrow-prev">← </span><span>Source Repository</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/issue-tracking"><span>Issue Tracking</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><s [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/onnx.html b/content/docs/3.3.0_Chinese/onnx.html
index 4b11bf8..53711e2 100644
--- a/content/docs/3.3.0_Chinese/onnx.html
+++ b/content/docs/3.3.0_Chinese/onnx.html
@@ -658,7 +658,7 @@ test(new_model, valid_x, valid_y, dev=dev)
<p>该类最后返回一个<code>SingaRep</code>对象,并在其中存储所有SINGA时序和运算符。</p>
<h3><a class="anchor" aria-hidden="true" id="singarep"></a><a href="#singarep" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 [...]
<p><code>SingaBackend</code>存储所有的SINGA tensors和运算符。<code>run</code>接受模型的输入,并按照运算符队列逐个运行SINGA运算符。用户可以使用<code>last_layers</code>来决定是否将模型运行到最后几层。将 <code>all_outputs</code> 设置为 <code>False</code> 表示只得到最后的输出,设置为 <code>True</code> 表示也得到所有的中间输出。</p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/graph"><span class="arrow-prev">← </span><span>Model</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/dist-train"><span>Distributed Training</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#通常用法">通常用法</a><ul class="toc-headings"><li><a href="#从onnx中读取一个model到singa">从ONNX中读取一个Model到SINGA</a>< [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 9/20/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/graph"><span class="arrow-prev">← </span><span>Model</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/dist-train"><span>Distributed Training</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#通常用法">通常用法</a><ul class="toc-headin [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/onnx/index.html b/content/docs/3.3.0_Chinese/onnx/index.html
index 4b11bf8..53711e2 100644
--- a/content/docs/3.3.0_Chinese/onnx/index.html
+++ b/content/docs/3.3.0_Chinese/onnx/index.html
@@ -658,7 +658,7 @@ test(new_model, valid_x, valid_y, dev=dev)
<p>该类最后返回一个<code>SingaRep</code>对象,并在其中存储所有SINGA时序和运算符。</p>
<h3><a class="anchor" aria-hidden="true" id="singarep"></a><a href="#singarep" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 [...]
<p><code>SingaBackend</code>存储所有的SINGA tensors和运算符。<code>run</code>接受模型的输入,并按照运算符队列逐个运行SINGA运算符。用户可以使用<code>last_layers</code>来决定是否将模型运行到最后几层。将 <code>all_outputs</code> 设置为 <code>False</code> 表示只得到最后的输出,设置为 <code>True</code> 表示也得到所有的中间输出。</p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/graph"><span class="arrow-prev">← </span><span>Model</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/dist-train"><span>Distributed Training</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#通常用法">通常用法</a><ul class="toc-headings"><li><a href="#从onnx中读取一个model到singa">从ONNX中读取一个Model到SINGA</a>< [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 9/20/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/graph"><span class="arrow-prev">← </span><span>Model</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/dist-train"><span>Distributed Training</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#通常用法">通常用法</a><ul class="toc-headin [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/optimizer.html b/content/docs/3.3.0_Chinese/optimizer.html
index 958e9f7..23bc62f 100644
--- a/content/docs/3.3.0_Chinese/optimizer.html
+++ b/content/docs/3.3.0_Chinese/optimizer.html
@@ -160,7 +160,7 @@ model.set_optimizer(sgd)
<span class="hljs-comment"># Training with one batch</span>
out, loss = model(tx, ty)
</code></pre>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/autograd"><span class="arrow-prev">← </span><span>Autograd</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/graph"><span>Model</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#创建一个优化器">创建一个优化器</a></li><li><a href="#创建一个衰减调度器">创建一个衰减调度器</a></li><li><a href="#使用模型api中的优化器">使用模型API中的优化器</a></li [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/7/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/autograd"><span class="arrow-prev">← </span><span>Autograd</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/graph"><span>Model</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#创建一个优化器">创建一个优化器</a></li><li><a href="#创建一个衰减调度器"> [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/optimizer/index.html b/content/docs/3.3.0_Chinese/optimizer/index.html
index 958e9f7..23bc62f 100644
--- a/content/docs/3.3.0_Chinese/optimizer/index.html
+++ b/content/docs/3.3.0_Chinese/optimizer/index.html
@@ -160,7 +160,7 @@ model.set_optimizer(sgd)
<span class="hljs-comment"># Training with one batch</span>
out, loss = model(tx, ty)
</code></pre>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/autograd"><span class="arrow-prev">← </span><span>Autograd</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/graph"><span>Model</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#创建一个优化器">创建一个优化器</a></li><li><a href="#创建一个衰减调度器">创建一个衰减调度器</a></li><li><a href="#使用模型api中的优化器">使用模型API中的优化器</a></li [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/7/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/autograd"><span class="arrow-prev">← </span><span>Autograd</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/graph"><span>Model</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#创建一个优化器">创建一个优化器</a></li><li><a href="#创建一个衰减调度器"> [...]
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Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/security.html b/content/docs/3.3.0_Chinese/security.html
index 35f124c..ea80c5d 100644
--- a/content/docs/3.3.0_Chinese/security.html
+++ b/content/docs/3.3.0_Chinese/security.html
@@ -62,7 +62,7 @@
});
</script></nav></div><div class="container mainContainer docsContainer"><div class="wrapper"><div class="post"><header class="postHeader"><a class="edit-page-link button" href="https://github.com/apache/singa-doc/blob/master/docs-site/docs/security.md" target="_blank" rel="noreferrer noopener">Edit</a><h1 id="__docusaurus" class="postHeaderTitle">Security</h1></header><article><div><span><!--- Licensed to the Apache Software Foundation (ASF) under one or more contributor license [...]
<p>用户可以向<a href="mailto:security@singa.apache.org">SINGA安全团队邮件列表</a>报告安全漏洞。</p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/issue-tracking"><span class="arrow-prev">← </span><span>Issue Tracking</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/team-list"><span>The SINGA Team</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/issue-tracking"><span class="arrow-prev">← </span><span>Issue Tracking</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/team-list"><span>The SINGA Team</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section clas [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/security/index.html b/content/docs/3.3.0_Chinese/security/index.html
index 35f124c..ea80c5d 100644
--- a/content/docs/3.3.0_Chinese/security/index.html
+++ b/content/docs/3.3.0_Chinese/security/index.html
@@ -62,7 +62,7 @@
});
</script></nav></div><div class="container mainContainer docsContainer"><div class="wrapper"><div class="post"><header class="postHeader"><a class="edit-page-link button" href="https://github.com/apache/singa-doc/blob/master/docs-site/docs/security.md" target="_blank" rel="noreferrer noopener">Edit</a><h1 id="__docusaurus" class="postHeaderTitle">Security</h1></header><article><div><span><!--- Licensed to the Apache Software Foundation (ASF) under one or more contributor license [...]
<p>用户可以向<a href="mailto:security@singa.apache.org">SINGA安全团队邮件列表</a>报告安全漏洞。</p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/issue-tracking"><span class="arrow-prev">← </span><span>Issue Tracking</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/team-list"><span>The SINGA Team</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/issue-tracking"><span class="arrow-prev">← </span><span>Issue Tracking</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/team-list"><span>The SINGA Team</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section clas [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/software-stack.html b/content/docs/3.3.0_Chinese/software-stack.html
index c71b739..d74e0e7 100644
--- a/content/docs/3.3.0_Chinese/software-stack.html
+++ b/content/docs/3.3.0_Chinese/software-stack.html
@@ -110,7 +110,7 @@
<li>SingaFrontend用于将SINGA模型保存为onnx格式。</li>
<li>SingaBackend 用于将 onnx 格式的模型加载到 SINGA 中进行训练和inference。</li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/installation"><span class="arrow-prev">← </span><span>Installation</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/examples"><span>Examples</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#底层后端">底层后端</a><ul class="toc-headings"><li><a href="#device">Device</a></li><li><a href="#tensor">Tens [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 11/9/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/installation"><span class="arrow-prev">← </span><span>Installation</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/examples"><span>Examples</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#底层后端">底层后端</a><ul class="toc-headin [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/software-stack/index.html b/content/docs/3.3.0_Chinese/software-stack/index.html
index c71b739..d74e0e7 100644
--- a/content/docs/3.3.0_Chinese/software-stack/index.html
+++ b/content/docs/3.3.0_Chinese/software-stack/index.html
@@ -110,7 +110,7 @@
<li>SingaFrontend用于将SINGA模型保存为onnx格式。</li>
<li>SingaBackend 用于将 onnx 格式的模型加载到 SINGA 中进行训练和inference。</li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/installation"><span class="arrow-prev">← </span><span>Installation</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/examples"><span>Examples</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#底层后端">底层后端</a><ul class="toc-headings"><li><a href="#device">Device</a></li><li><a href="#tensor">Tens [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 11/9/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/installation"><span class="arrow-prev">← </span><span>Installation</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/examples"><span>Examples</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#底层后端">底层后端</a><ul class="toc-headin [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/source-repository.html b/content/docs/3.3.0_Chinese/source-repository.html
index 36b0c11..89b63f0 100644
--- a/content/docs/3.3.0_Chinese/source-repository.html
+++ b/content/docs/3.3.0_Chinese/source-repository.html
@@ -74,7 +74,7 @@
<p>代码可以从任何一个repo中克隆,例如:</p>
<pre><code class="hljs">git clone https://github.com/apache/singa.git
</code></pre>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-next button" href="/docs/3.3.0_Chinese/mail-lists"><span>Project Mailing Lists</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#repository">Repository</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="5 [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"><a class="docs-next button" href="/docs/3.3.0_Chinese/mail-lists"><span>Project Mailing Lists</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#repository">Repository</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/ [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/source-repository/index.html b/content/docs/3.3.0_Chinese/source-repository/index.html
index 36b0c11..89b63f0 100644
--- a/content/docs/3.3.0_Chinese/source-repository/index.html
+++ b/content/docs/3.3.0_Chinese/source-repository/index.html
@@ -74,7 +74,7 @@
<p>代码可以从任何一个repo中克隆,例如:</p>
<pre><code class="hljs">git clone https://github.com/apache/singa.git
</code></pre>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-next button" href="/docs/3.3.0_Chinese/mail-lists"><span>Project Mailing Lists</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#repository">Repository</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="5 [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"><a class="docs-next button" href="/docs/3.3.0_Chinese/mail-lists"><span>Project Mailing Lists</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#repository">Repository</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/ [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/team-list.html b/content/docs/3.3.0_Chinese/team-list.html
index 9e080e1..60bb4db 100644
--- a/content/docs/3.3.0_Chinese/team-list.html
+++ b/content/docs/3.3.0_Chinese/team-list.html
@@ -118,7 +118,7 @@
<tr><td>Chang Yao</td><td><a href="mailto:yaochang2009@gmail.com">yaochang2009@gmail.com</a></td><td>Hangzhou MZH Technologies</td></tr>
</tbody>
</table>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/security"><span class="arrow-prev">← </span><span>Security</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/history-singa"><span>History of SINGA</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#pmc">PMC</a></li><li><a href="#committers">Committers</a></li><li><a href="#contributors">Contrib [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/21/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/security"><span class="arrow-prev">← </span><span>Security</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/history-singa"><span>History of SINGA</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#pmc">PMC</a></li><li><a href= [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/team-list/index.html b/content/docs/3.3.0_Chinese/team-list/index.html
index 9e080e1..60bb4db 100644
--- a/content/docs/3.3.0_Chinese/team-list/index.html
+++ b/content/docs/3.3.0_Chinese/team-list/index.html
@@ -118,7 +118,7 @@
<tr><td>Chang Yao</td><td><a href="mailto:yaochang2009@gmail.com">yaochang2009@gmail.com</a></td><td>Hangzhou MZH Technologies</td></tr>
</tbody>
</table>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/security"><span class="arrow-prev">← </span><span>Security</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/history-singa"><span>History of SINGA</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#pmc">PMC</a></li><li><a href="#committers">Committers</a></li><li><a href="#contributors">Contrib [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/21/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/security"><span class="arrow-prev">← </span><span>Security</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/history-singa"><span>History of SINGA</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#pmc">PMC</a></li><li><a href= [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/tensor.html b/content/docs/3.3.0_Chinese/tensor.html
index b3ddeec..b1b0b7c 100644
--- a/content/docs/3.3.0_Chinese/tensor.html
+++ b/content/docs/3.3.0_Chinese/tensor.html
@@ -235,7 +235,7 @@ CTensor = singa.Tensor
<p><em>进行中</em></p>
<h2><a class="anchor" aria-hidden="true" id="cpp-api"></a><a href="#cpp-api" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1- [...]
<p><em>进行中</em></p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/device"><span class="arrow-prev">← </span><span>Device</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/autograd"><span>Autograd</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#tensor用法">Tensor用法</a><ul class="toc-headings"><li><a href="#创建tensor">创建Tensor</a></li><li><a href="#转换到numpy">转换 [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 11/9/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/device"><span class="arrow-prev">← </span><span>Device</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/autograd"><span>Autograd</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#tensor用法">Tensor用法</a><ul class="toc-headings"> [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/tensor/index.html b/content/docs/3.3.0_Chinese/tensor/index.html
index b3ddeec..b1b0b7c 100644
--- a/content/docs/3.3.0_Chinese/tensor/index.html
+++ b/content/docs/3.3.0_Chinese/tensor/index.html
@@ -235,7 +235,7 @@ CTensor = singa.Tensor
<p><em>进行中</em></p>
<h2><a class="anchor" aria-hidden="true" id="cpp-api"></a><a href="#cpp-api" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1- [...]
<p><em>进行中</em></p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/device"><span class="arrow-prev">← </span><span>Device</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/autograd"><span>Autograd</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#tensor用法">Tensor用法</a><ul class="toc-headings"><li><a href="#创建tensor">创建Tensor</a></li><li><a href="#转换到numpy">转换 [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 11/9/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/device"><span class="arrow-prev">← </span><span>Device</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/autograd"><span>Autograd</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#tensor用法">Tensor用法</a><ul class="toc-headings"> [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/time-profiling.html b/content/docs/3.3.0_Chinese/time-profiling.html
index 21887cb..8efaef4 100644
--- a/content/docs/3.3.0_Chinese/time-profiling.html
+++ b/content/docs/3.3.0_Chinese/time-profiling.html
@@ -195,7 +195,7 @@ Backward Propagation <span class="hljs-built_in">Time</span> <span class="hljs-s
<span class="hljs-string">.</span>
<span class="hljs-string">.</span>
</code></pre>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/dist-train"><span class="arrow-prev">← </span><span>Distributed Training</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/half-precision"><span>Half Precision</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#设置时间分析verbosity">设置时间分析Verbosity</a></li><li><a href="#不同verbosity的输出示例">不同Verbosity [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 9/27/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/dist-train"><span class="arrow-prev">← </span><span>Distributed Training</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/half-precision"><span>Half Precision</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#设置时间分析verbosity"> [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/time-profiling/index.html b/content/docs/3.3.0_Chinese/time-profiling/index.html
index 21887cb..8efaef4 100644
--- a/content/docs/3.3.0_Chinese/time-profiling/index.html
+++ b/content/docs/3.3.0_Chinese/time-profiling/index.html
@@ -195,7 +195,7 @@ Backward Propagation <span class="hljs-built_in">Time</span> <span class="hljs-s
<span class="hljs-string">.</span>
<span class="hljs-string">.</span>
</code></pre>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/dist-train"><span class="arrow-prev">← </span><span>Distributed Training</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/half-precision"><span>Half Precision</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#设置时间分析verbosity">设置时间分析Verbosity</a></li><li><a href="#不同verbosity的输出示例">不同Verbosity [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 9/27/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/dist-train"><span class="arrow-prev">← </span><span>Distributed Training</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/half-precision"><span>Half Precision</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#设置时间分析verbosity"> [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Chinese/wheel-cpu-dev.html b/content/docs/3.3.0_Chinese/wheel-cpu-dev.html
index 454ab56..2c1cad1 100644
--- a/content/docs/3.3.0_Chinese/wheel-cpu-dev.html
+++ b/content/docs/3.3.0_Chinese/wheel-cpu-dev.html
@@ -67,7 +67,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720-cp37-cp37m-manylinux2014_x86_64.whl">Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720-cp38-cp38-manylinux2014_x86_64.whl">Python 3.8</a></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/wheel-cpu"><span class="arrow-prev">← </span><span>CPU only</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/wheel-gpu"><span>CUDA enabled</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#300dev200720">3.0.0.dev200720</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section c [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/wheel-cpu"><span class="arrow-prev">← </span><span>CPU only</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/wheel-gpu"><span>CUDA enabled</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#300dev200720">3.0.0.dev200720</a></li> [...]
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diff --git a/content/docs/3.3.0_Chinese/wheel-cpu-dev/index.html b/content/docs/3.3.0_Chinese/wheel-cpu-dev/index.html
index 454ab56..2c1cad1 100644
--- a/content/docs/3.3.0_Chinese/wheel-cpu-dev/index.html
+++ b/content/docs/3.3.0_Chinese/wheel-cpu-dev/index.html
@@ -67,7 +67,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720-cp37-cp37m-manylinux2014_x86_64.whl">Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720-cp38-cp38-manylinux2014_x86_64.whl">Python 3.8</a></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/wheel-cpu"><span class="arrow-prev">← </span><span>CPU only</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/wheel-gpu"><span>CUDA enabled</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#300dev200720">3.0.0.dev200720</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section c [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/wheel-cpu"><span class="arrow-prev">← </span><span>CPU only</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/wheel-gpu"><span>CUDA enabled</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#300dev200720">3.0.0.dev200720</a></li> [...]
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diff --git a/content/docs/3.3.0_Chinese/wheel-cpu.html b/content/docs/3.3.0_Chinese/wheel-cpu.html
index 40ca6d3..dbd3d16 100644
--- a/content/docs/3.3.0_Chinese/wheel-cpu.html
+++ b/content/docs/3.3.0_Chinese/wheel-cpu.html
@@ -73,7 +73,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp37-cp37m-manylinux2014_x86_64.whl">Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp38-cp38-manylinux2014_x86_64.whl">Python 3.8</a></li>
</ul>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/21/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/history-singa"><span class="arrow-prev">← </span><span>History of SINGA</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/wheel-cpu-dev"><span>CPU only (dev version)</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0 [...]
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diff --git a/content/docs/3.3.0_Chinese/wheel-cpu/index.html b/content/docs/3.3.0_Chinese/wheel-cpu/index.html
index 40ca6d3..dbd3d16 100644
--- a/content/docs/3.3.0_Chinese/wheel-cpu/index.html
+++ b/content/docs/3.3.0_Chinese/wheel-cpu/index.html
@@ -73,7 +73,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp37-cp37m-manylinux2014_x86_64.whl">Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp38-cp38-manylinux2014_x86_64.whl">Python 3.8</a></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/history-singa"><span class="arrow-prev">← </span><span>History of SINGA</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/wheel-cpu-dev"><span>CPU only (dev version)</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><footer c [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/21/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/history-singa"><span class="arrow-prev">← </span><span>History of SINGA</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/wheel-cpu-dev"><span>CPU only (dev version)</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0 [...]
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diff --git a/content/docs/3.3.0_Chinese/wheel-gpu-dev.html b/content/docs/3.3.0_Chinese/wheel-gpu-dev.html
index 26d501c..8244d91 100644
--- a/content/docs/3.3.0_Chinese/wheel-gpu-dev.html
+++ b/content/docs/3.3.0_Chinese/wheel-gpu-dev.html
@@ -67,7 +67,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.8</a></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/wheel-gpu"><span class="arrow-prev">← </span><span>CUDA enabled</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#300dev200720">3.0.0.dev200720</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/ [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/wheel-gpu"><span class="arrow-prev">← </span><span>CUDA enabled</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#300dev200720">3.0.0.dev200720</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img [...]
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diff --git a/content/docs/3.3.0_Chinese/wheel-gpu-dev/index.html b/content/docs/3.3.0_Chinese/wheel-gpu-dev/index.html
index 26d501c..8244d91 100644
--- a/content/docs/3.3.0_Chinese/wheel-gpu-dev/index.html
+++ b/content/docs/3.3.0_Chinese/wheel-gpu-dev/index.html
@@ -67,7 +67,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.8</a></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/wheel-gpu"><span class="arrow-prev">← </span><span>CUDA enabled</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#300dev200720">3.0.0.dev200720</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/ [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/wheel-gpu"><span class="arrow-prev">← </span><span>CUDA enabled</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#300dev200720">3.0.0.dev200720</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img [...]
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diff --git a/content/docs/3.3.0_Chinese/wheel-gpu.html b/content/docs/3.3.0_Chinese/wheel-gpu.html
index 7210c17..fa5cd40 100644
--- a/content/docs/3.3.0_Chinese/wheel-gpu.html
+++ b/content/docs/3.3.0_Chinese/wheel-gpu.html
@@ -76,7 +76,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.8</a></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/wheel-cpu-dev"><span class="arrow-prev">← </span><span>CPU only (dev version)</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/wheel-gpu-dev"><span>CUDA enabled (dev version)</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/21/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/wheel-cpu-dev"><span class="arrow-prev">← </span><span>CPU only (dev version)</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/wheel-gpu-dev"><span>CUDA enabled (dev version)</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="# [...]
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diff --git a/content/docs/3.3.0_Chinese/wheel-gpu/index.html b/content/docs/3.3.0_Chinese/wheel-gpu/index.html
index 7210c17..fa5cd40 100644
--- a/content/docs/3.3.0_Chinese/wheel-gpu/index.html
+++ b/content/docs/3.3.0_Chinese/wheel-gpu/index.html
@@ -76,7 +76,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.8</a></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/wheel-cpu-dev"><span class="arrow-prev">← </span><span>CPU only (dev version)</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/wheel-gpu-dev"><span>CUDA enabled (dev version)</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/21/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Chinese/wheel-cpu-dev"><span class="arrow-prev">← </span><span>CPU only (dev version)</span></a><a class="docs-next button" href="/docs/3.3.0_Chinese/wheel-gpu-dev"><span>CUDA enabled (dev version)</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="# [...]
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diff --git a/content/docs/3.3.0_Viet/autograd.html b/content/docs/3.3.0_Viet/autograd.html
index 4fa1700..fbb4ac5 100644
--- a/content/docs/3.3.0_Viet/autograd.html
+++ b/content/docs/3.3.0_Viet/autograd.html
@@ -284,7 +284,7 @@ checkpointpath=<span class="hljs-string">"checkpoint.zip"</span>
<p>Xem
<a href="https://singa.readthedocs.io/en/latest/autograd.html#module-singa.autograd">tại đây</a>
để thêm thông tin chi tiết về Python API.</p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/tensor"><span class="arrow-prev">← </span><span>Tensor</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/optimizer"><span>Optimizer</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#các-module-liên-quan">Các Module liên quan</a><ul class="toc-headings"><li><a href="#tensor">Tensor</a></li><li><a hre [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/tensor"><span class="arrow-prev">← </span><span>Tensor</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/optimizer"><span>Optimizer</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#các-module-liên-quan">Các Module liên quan</a><ul cl [...]
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diff --git a/content/docs/3.3.0_Viet/autograd/index.html b/content/docs/3.3.0_Viet/autograd/index.html
index 4fa1700..fbb4ac5 100644
--- a/content/docs/3.3.0_Viet/autograd/index.html
+++ b/content/docs/3.3.0_Viet/autograd/index.html
@@ -284,7 +284,7 @@ checkpointpath=<span class="hljs-string">"checkpoint.zip"</span>
<p>Xem
<a href="https://singa.readthedocs.io/en/latest/autograd.html#module-singa.autograd">tại đây</a>
để thêm thông tin chi tiết về Python API.</p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/tensor"><span class="arrow-prev">← </span><span>Tensor</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/optimizer"><span>Optimizer</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#các-module-liên-quan">Các Module liên quan</a><ul class="toc-headings"><li><a href="#tensor">Tensor</a></li><li><a hre [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/tensor"><span class="arrow-prev">← </span><span>Tensor</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/optimizer"><span>Optimizer</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#các-module-liên-quan">Các Module liên quan</a><ul cl [...]
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diff --git a/content/docs/3.3.0_Viet/benchmark-train.html b/content/docs/3.3.0_Viet/benchmark-train.html
index 2e8015d..b5473bc 100644
--- a/content/docs/3.3.0_Viet/benchmark-train.html
+++ b/content/docs/3.3.0_Viet/benchmark-train.html
@@ -23,7 +23,7 @@ Máy GPU đầu tiên được chọn làm server.</p>
<p><img src="/docs/assets/benchmark.png" alt="Thí nghiệm Benchmark"> <br/> <strong>Kiểm tra khả năng mở rộng.
Bars được dùng cho thông lượng (throughput); lines dùng cho lượng kết nối
(communication cost).</strong></p>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting Started</a><a href="/docs/device">Guides</a><a href="/en/https://apache-singa.readthedocs.io/en/latest/">API Reference</a><a href="/docs/examples">Exa [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting Started</a><a href="/docs/device">Guides</a><a href="/en/https://apache-singa.readth [...]
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diff --git a/content/docs/3.3.0_Viet/benchmark-train/index.html b/content/docs/3.3.0_Viet/benchmark-train/index.html
index 2e8015d..b5473bc 100644
--- a/content/docs/3.3.0_Viet/benchmark-train/index.html
+++ b/content/docs/3.3.0_Viet/benchmark-train/index.html
@@ -23,7 +23,7 @@ Máy GPU đầu tiên được chọn làm server.</p>
<p><img src="/docs/assets/benchmark.png" alt="Thí nghiệm Benchmark"> <br/> <strong>Kiểm tra khả năng mở rộng.
Bars được dùng cho thông lượng (throughput); lines dùng cho lượng kết nối
(communication cost).</strong></p>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting Started</a><a href="/docs/device">Guides</a><a href="/en/https://apache-singa.readthedocs.io/en/latest/">API Reference</a><a href="/docs/examples">Exa [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting Started</a><a href="/docs/device">Guides</a><a href="/en/https://apache-singa.readth [...]
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diff --git a/content/docs/3.3.0_Viet/build.html b/content/docs/3.3.0_Viet/build.html
index bdb51b4..3590634 100644
--- a/content/docs/3.3.0_Viet/build.html
+++ b/content/docs/3.3.0_Viet/build.html
@@ -412,7 +412,7 @@ bạn cần cụ thể đường dẫn khi gọi
thay đổi trình thông dịch của python (python interpreter), vd., reset $PATH
để đường dẫn dúng của Python ở đằng trước.</p></li>
</ul>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/downloads"><span class="arrow-prev">← </span><span>Download SINGA</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/contribute-code"><span>How to Contribute Code</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#sử-dụng-conda-để-cài-s [...]
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diff --git a/content/docs/3.3.0_Viet/build/index.html b/content/docs/3.3.0_Viet/build/index.html
index bdb51b4..3590634 100644
--- a/content/docs/3.3.0_Viet/build/index.html
+++ b/content/docs/3.3.0_Viet/build/index.html
@@ -412,7 +412,7 @@ bạn cần cụ thể đường dẫn khi gọi
thay đổi trình thông dịch của python (python interpreter), vd., reset $PATH
để đường dẫn dúng của Python ở đằng trước.</p></li>
</ul>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/downloads"><span class="arrow-prev">← </span><span>Download SINGA</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/contribute-code"><span>How to Contribute Code</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#sử-dụng-conda-để-cài-s [...]
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diff --git a/content/docs/3.3.0_Viet/contribute-code.html b/content/docs/3.3.0_Viet/contribute-code.html
index 13221ff..9fba2d5 100644
--- a/content/docs/3.3.0_Viet/contribute-code.html
+++ b/content/docs/3.3.0_Viet/contribute-code.html
@@ -157,7 +157,7 @@ các tập tin Python cập nhật để thay thế chúng trong thư mục cài
</code></pre>
<h2><a class="anchor" aria-hidden="true" id="trình-tự"></a><a href="#trình-tự" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 [...]
<p>Vui lòng tham khảo mục <a href="/docs/3.3.0_Viet/git-workflow">git workflow</a>.</p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/build"><span class="arrow-prev">← </span><span>Build SINGA from Source</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/contribute-docs"><span>How to Contribute to Documentation</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#định-dạng-mã-code">Định dạng mã code</a></li><li><a href="#tạo-environm [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/build"><span class="arrow-prev">← </span><span>Build SINGA from Source</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/contribute-docs"><span>How to Contribute to Documentation</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#định- [...]
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diff --git a/content/docs/3.3.0_Viet/contribute-code/index.html b/content/docs/3.3.0_Viet/contribute-code/index.html
index 13221ff..9fba2d5 100644
--- a/content/docs/3.3.0_Viet/contribute-code/index.html
+++ b/content/docs/3.3.0_Viet/contribute-code/index.html
@@ -157,7 +157,7 @@ các tập tin Python cập nhật để thay thế chúng trong thư mục cài
</code></pre>
<h2><a class="anchor" aria-hidden="true" id="trình-tự"></a><a href="#trình-tự" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 [...]
<p>Vui lòng tham khảo mục <a href="/docs/3.3.0_Viet/git-workflow">git workflow</a>.</p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/build"><span class="arrow-prev">← </span><span>Build SINGA from Source</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/contribute-docs"><span>How to Contribute to Documentation</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#định-dạng-mã-code">Định dạng mã code</a></li><li><a href="#tạo-environm [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/build"><span class="arrow-prev">← </span><span>Build SINGA from Source</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/contribute-docs"><span>How to Contribute to Documentation</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#định- [...]
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diff --git a/content/docs/3.3.0_Viet/contribute-docs.html b/content/docs/3.3.0_Viet/contribute-docs.html
index d874faa..f46f6a0 100644
--- a/content/docs/3.3.0_Viet/contribute-docs.html
+++ b/content/docs/3.3.0_Viet/contribute-docs.html
@@ -140,7 +140,7 @@ snippet sau qua <code>File - Preferences - User Snippets - cpp.json</code></p>
"description": "# chỉ kiểm tra lỗi chính tả cho chú thích trong cpp"
}
</code></pre>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/contribute-code"><span class="arrow-prev">← </span><span>How to Contribute Code</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/how-to-release"><span>How to Prepare a Release</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#tập-tin-markdown">Tập Tin Markdown</a></li><li><a href="#tham-khảo-api">T [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/contribute-code"><span class="arrow-prev">← </span><span>How to Contribute Code</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/how-to-release"><span>How to Prepare a Release</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#tập-tin [...]
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the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/contribute-docs/index.html b/content/docs/3.3.0_Viet/contribute-docs/index.html
index d874faa..f46f6a0 100644
--- a/content/docs/3.3.0_Viet/contribute-docs/index.html
+++ b/content/docs/3.3.0_Viet/contribute-docs/index.html
@@ -140,7 +140,7 @@ snippet sau qua <code>File - Preferences - User Snippets - cpp.json</code></p>
"description": "# chỉ kiểm tra lỗi chính tả cho chú thích trong cpp"
}
</code></pre>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/contribute-code"><span class="arrow-prev">← </span><span>How to Contribute Code</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/how-to-release"><span>How to Prepare a Release</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#tập-tin [...]
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diff --git a/content/docs/3.3.0_Viet/device.html b/content/docs/3.3.0_Viet/device.html
index c973a2f..2dd4756 100644
--- a/content/docs/3.3.0_Viet/device.html
+++ b/content/docs/3.3.0_Viet/device.html
@@ -81,7 +81,7 @@ host = device.get_default_device() <span class="hljs-comment"># tạo host mặ
ary1 = device.create_cuda_gpus(<span class="hljs-number">2</span>) <span class="hljs-comment"># tạo 2 devices, bắt đầu từ ID 0</span>
ary2 = device.create_cuda_gpus([<span class="hljs-number">0</span>,<span class="hljs-number">2</span>]) <span class="hljs-comment"># tạo 2 devices với ID 0 và 2</span>
</code></pre>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/examples"><span class="arrow-prev">← </span><span>Examples</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/tensor"><span>Tensor</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#các-thiết-bị-cụ-thể">Các thiết bị cụ thể</a></li><li><a href="#ví-dụ-sử-dụng">Ví Dụ Sử Dụng</a></li></ul></nav></div><fo [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/examples"><span class="arrow-prev">← </span><span>Examples</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/tensor"><span>Tensor</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#các-thiết-bị-cụ-thể">Các thiết bị cụ thể</a></li><li>< [...]
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Apache SINGA, Apache, the Apache feather logo, and
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diff --git a/content/docs/3.3.0_Viet/device/index.html b/content/docs/3.3.0_Viet/device/index.html
index c973a2f..2dd4756 100644
--- a/content/docs/3.3.0_Viet/device/index.html
+++ b/content/docs/3.3.0_Viet/device/index.html
@@ -81,7 +81,7 @@ host = device.get_default_device() <span class="hljs-comment"># tạo host mặ
ary1 = device.create_cuda_gpus(<span class="hljs-number">2</span>) <span class="hljs-comment"># tạo 2 devices, bắt đầu từ ID 0</span>
ary2 = device.create_cuda_gpus([<span class="hljs-number">0</span>,<span class="hljs-number">2</span>]) <span class="hljs-comment"># tạo 2 devices với ID 0 và 2</span>
</code></pre>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/examples"><span class="arrow-prev">← </span><span>Examples</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/tensor"><span>Tensor</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#các-thiết-bị-cụ-thể">Các thiết bị cụ thể</a></li><li><a href="#ví-dụ-sử-dụng">Ví Dụ Sử Dụng</a></li></ul></nav></div><fo [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/examples"><span class="arrow-prev">← </span><span>Examples</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/tensor"><span>Tensor</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#các-thiết-bị-cụ-thể">Các thiết bị cụ thể</a></li><li>< [...]
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diff --git a/content/docs/3.3.0_Viet/dist-train.html b/content/docs/3.3.0_Viet/dist-train.html
index 487ad84..3514e4d 100644
--- a/content/docs/3.3.0_Viet/dist-train.html
+++ b/content/docs/3.3.0_Viet/dist-train.html
@@ -418,7 +418,7 @@ có thể đánh giá sub-gradient dựa trên dữ liệu đã chia trước đ
sub-gradient được tạo ra ở mỗi chỉ lệnh, độ dốc stochastic gradient tổng hợp sẽ
được tạo ra bằng cách all-reduce các sub-gradients đánh giá bởi tất cả các chỉ
lệnh.</p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/onnx"><span class="arrow-prev">← </span><span>ONNX</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/time-profiling"><span>Time Profiling</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#sử-dụng">Sử Dụng</a><ul class="toc-headings"><li><a href="#code-ví-dụ">Code Ví Dụ</a></li><li><a href="#hướng-dẫ [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/onnx"><span class="arrow-prev">← </span><span>ONNX</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/time-profiling"><span>Time Profiling</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#sử-dụng">Sử Dụng</a><ul class="toc-headings">< [...]
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Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/dist-train/index.html b/content/docs/3.3.0_Viet/dist-train/index.html
index 487ad84..3514e4d 100644
--- a/content/docs/3.3.0_Viet/dist-train/index.html
+++ b/content/docs/3.3.0_Viet/dist-train/index.html
@@ -418,7 +418,7 @@ có thể đánh giá sub-gradient dựa trên dữ liệu đã chia trước đ
sub-gradient được tạo ra ở mỗi chỉ lệnh, độ dốc stochastic gradient tổng hợp sẽ
được tạo ra bằng cách all-reduce các sub-gradients đánh giá bởi tất cả các chỉ
lệnh.</p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/onnx"><span class="arrow-prev">← </span><span>ONNX</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/time-profiling"><span>Time Profiling</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#sử-dụng">Sử Dụng</a><ul class="toc-headings"><li><a href="#code-ví-dụ">Code Ví Dụ</a></li><li><a href="#hướng-dẫ [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/onnx"><span class="arrow-prev">← </span><span>ONNX</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/time-profiling"><span>Time Profiling</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#sử-dụng">Sử Dụng</a><ul class="toc-headings">< [...]
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diff --git a/content/docs/3.3.0_Viet/downloads.html b/content/docs/3.3.0_Viet/downloads.html
index 4ec4326..e09e15a 100644
--- a/content/docs/3.3.0_Viet/downloads.html
+++ b/content/docs/3.3.0_Viet/downloads.html
@@ -281,7 +281,7 @@ dụng CPU</li>
<li>Kiểm tra đơn vị sử dụng gtest</li>
</ul></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/time-profiling"><span class="arrow-prev">← </span><span>Time Profiling</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/build"><span>Build SINGA from Source</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#kiểm-chứng">Kiểm Chứng</a></li><li><a href="#v310-30-tháng-10-năm-2020">V3.1.0 (30 tháng 10 [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/time-profiling"><span class="arrow-prev">← </span><span>Time Profiling</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/build"><span>Build SINGA from Source</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#kiểm-chứng">Kiểm Chứng</a> [...]
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the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/downloads/index.html b/content/docs/3.3.0_Viet/downloads/index.html
index 4ec4326..e09e15a 100644
--- a/content/docs/3.3.0_Viet/downloads/index.html
+++ b/content/docs/3.3.0_Viet/downloads/index.html
@@ -281,7 +281,7 @@ dụng CPU</li>
<li>Kiểm tra đơn vị sử dụng gtest</li>
</ul></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/time-profiling"><span class="arrow-prev">← </span><span>Time Profiling</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/build"><span>Build SINGA from Source</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#kiểm-chứng">Kiểm Chứng</a></li><li><a href="#v310-30-tháng-10-năm-2020">V3.1.0 (30 tháng 10 [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/time-profiling"><span class="arrow-prev">← </span><span>Time Profiling</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/build"><span>Build SINGA from Source</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#kiểm-chứng">Kiểm Chứng</a> [...]
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diff --git a/content/docs/3.3.0_Viet/examples.html b/content/docs/3.3.0_Viet/examples.html
index bca9a5c..3cf5d51 100644
--- a/content/docs/3.3.0_Viet/examples.html
+++ b/content/docs/3.3.0_Viet/examples.html
@@ -143,7 +143,7 @@ dụ được cung cấp dưới đây.</p>
<li>Restricted Boltzmann Machine sử dụng dữ liệu MNIST, <a href="">nguồn</a>,
<a href="https://colab.research.google.com/drive/19996noGu9JyHHkVmp4edBGu7PJSRQKsd">Colab</a>.</li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/software-stack"><span class="arrow-prev">← </span><span>Software Stack</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/device"><span>Device</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#image-classification">Image Classification</a></li><li><a href="#object-detection">Object Detection</a></li> [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 9/18/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/software-stack"><span class="arrow-prev">← </span><span>Software Stack</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/device"><span>Device</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#image-classification">Image Classificatio [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/examples/index.html b/content/docs/3.3.0_Viet/examples/index.html
index bca9a5c..3cf5d51 100644
--- a/content/docs/3.3.0_Viet/examples/index.html
+++ b/content/docs/3.3.0_Viet/examples/index.html
@@ -143,7 +143,7 @@ dụ được cung cấp dưới đây.</p>
<li>Restricted Boltzmann Machine sử dụng dữ liệu MNIST, <a href="">nguồn</a>,
<a href="https://colab.research.google.com/drive/19996noGu9JyHHkVmp4edBGu7PJSRQKsd">Colab</a>.</li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/software-stack"><span class="arrow-prev">← </span><span>Software Stack</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/device"><span>Device</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#image-classification">Image Classification</a></li><li><a href="#object-detection">Object Detection</a></li> [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 9/18/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/software-stack"><span class="arrow-prev">← </span><span>Software Stack</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/device"><span>Device</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#image-classification">Image Classificatio [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/git-workflow.html b/content/docs/3.3.0_Viet/git-workflow.html
index de8620b..4721a44 100644
--- a/content/docs/3.3.0_Viet/git-workflow.html
+++ b/content/docs/3.3.0_Viet/git-workflow.html
@@ -161,7 +161,7 @@ git push asf dev:dev
</code></pre>
<p>Không sử dụng rebase để merge PR; và vô hiệu hoá fast forward.</p></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/how-to-release"><span class="arrow-prev">← </span><span>How to Prepare a Release</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#dành-cho-lập-trình-viên">Dành cho Lập Trình Viên</a></li><li><a href="#dành-cho-commiters">Dành cho commiters</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" cla [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/how-to-release"><span class="arrow-prev">← </span><span>How to Prepare a Release</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#dành-cho-lập-trình-viên">Dành cho Lập Trình Viên</a></li><li><a href="#dành-cho-commiters">Dành cho commiters</a></li></ul></nav></div><footer class [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/git-workflow/index.html b/content/docs/3.3.0_Viet/git-workflow/index.html
index de8620b..4721a44 100644
--- a/content/docs/3.3.0_Viet/git-workflow/index.html
+++ b/content/docs/3.3.0_Viet/git-workflow/index.html
@@ -161,7 +161,7 @@ git push asf dev:dev
</code></pre>
<p>Không sử dụng rebase để merge PR; và vô hiệu hoá fast forward.</p></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/how-to-release"><span class="arrow-prev">← </span><span>How to Prepare a Release</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#dành-cho-lập-trình-viên">Dành cho Lập Trình Viên</a></li><li><a href="#dành-cho-commiters">Dành cho commiters</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" cla [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/how-to-release"><span class="arrow-prev">← </span><span>How to Prepare a Release</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#dành-cho-lập-trình-viên">Dành cho Lập Trình Viên</a></li><li><a href="#dành-cho-commiters">Dành cho commiters</a></li></ul></nav></div><footer class [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/graph.html b/content/docs/3.3.0_Viet/graph.html
index 94cdb33..e615612 100644
--- a/content/docs/3.3.0_Viet/graph.html
+++ b/content/docs/3.3.0_Viet/graph.html
@@ -552,7 +552,7 @@ về operator được áp dụng ở backend.</p>
<li>Hiện tại, tốc độ có cải thiện một chút. Nhiều tối ưu hoá có thể được thực hiện
giúp tăng hiệu quả.</li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/optimizer"><span class="arrow-prev">← </span><span>Optimizer</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/onnx"><span>ONNX</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#ví-dụ">Ví Dụ</a></li><li><a href="#thực-hiện">Thực Hiện</a><ul class="toc-headings"><li><a href="#xây-dựng-graph">Xây Dựng [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/4/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/optimizer"><span class="arrow-prev">← </span><span>Optimizer</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/onnx"><span>ONNX</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#ví-dụ">Ví Dụ</a></li><li><a href="#thực-hiện">Thực Hiện [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/graph/index.html b/content/docs/3.3.0_Viet/graph/index.html
index 94cdb33..e615612 100644
--- a/content/docs/3.3.0_Viet/graph/index.html
+++ b/content/docs/3.3.0_Viet/graph/index.html
@@ -552,7 +552,7 @@ về operator được áp dụng ở backend.</p>
<li>Hiện tại, tốc độ có cải thiện một chút. Nhiều tối ưu hoá có thể được thực hiện
giúp tăng hiệu quả.</li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/optimizer"><span class="arrow-prev">← </span><span>Optimizer</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/onnx"><span>ONNX</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#ví-dụ">Ví Dụ</a></li><li><a href="#thực-hiện">Thực Hiện</a><ul class="toc-headings"><li><a href="#xây-dựng-graph">Xây Dựng [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/4/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/optimizer"><span class="arrow-prev">← </span><span>Optimizer</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/onnx"><span>ONNX</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#ví-dụ">Ví Dụ</a></li><li><a href="#thực-hiện">Thực Hiện [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/history-singa.html b/content/docs/3.3.0_Viet/history-singa.html
index 1c5ad2f..10c60ae 100644
--- a/content/docs/3.3.0_Viet/history-singa.html
+++ b/content/docs/3.3.0_Viet/history-singa.html
@@ -92,7 +92,7 @@ của họ.</p>
<h2><a class="anchor" aria-hidden="true" id="bản-quyền"></a><a href="#bản-quyền" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.6 [...]
<p>SINGA được phát hành bởi
<a href="http://www.apache.org/licenses/LICENSE-2.0">Bản Quyền Apache phiên bản 2.0</a></p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/team-list"><span class="arrow-prev">← </span><span>The SINGA Team</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/wheel-cpu"><span>CPU only</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#lịch-sử-phát-triển">Lịch Sử Phát Triển</a></li><li><a href="#bản-quyền">Bản Quyền</a></li></ul></nav></div>< [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/team-list"><span class="arrow-prev">← </span><span>The SINGA Team</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/wheel-cpu"><span>CPU only</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#lịch-sử-phát-triển">Lịch Sử Phát Triển</a> [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/history-singa/index.html b/content/docs/3.3.0_Viet/history-singa/index.html
index 1c5ad2f..10c60ae 100644
--- a/content/docs/3.3.0_Viet/history-singa/index.html
+++ b/content/docs/3.3.0_Viet/history-singa/index.html
@@ -92,7 +92,7 @@ của họ.</p>
<h2><a class="anchor" aria-hidden="true" id="bản-quyền"></a><a href="#bản-quyền" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.6 [...]
<p>SINGA được phát hành bởi
<a href="http://www.apache.org/licenses/LICENSE-2.0">Bản Quyền Apache phiên bản 2.0</a></p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/team-list"><span class="arrow-prev">← </span><span>The SINGA Team</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/wheel-cpu"><span>CPU only</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#lịch-sử-phát-triển">Lịch Sử Phát Triển</a></li><li><a href="#bản-quyền">Bản Quyền</a></li></ul></nav></div>< [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/team-list"><span class="arrow-prev">← </span><span>The SINGA Team</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/wheel-cpu"><span>CPU only</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#lịch-sử-phát-triển">Lịch Sử Phát Triển</a> [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/how-to-release.html b/content/docs/3.3.0_Viet/how-to-release.html
index d334fda..086e0f6 100644
--- a/content/docs/3.3.0_Viet/how-to-release.html
+++ b/content/docs/3.3.0_Viet/how-to-release.html
@@ -240,7 +240,7 @@ và cần có hướng dẫn cách sử dụng KEYS + sig hay hash để chứng
On behalf of the SINGA team, {SINGA Team Member Name}
<span class="hljs-code">```</span>
</code></pre>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/contribute-docs"><span class="arrow-prev">← </span><span>How to Contribute to Documentation</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/git-workflow"><span>Git Workflow</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src= [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/contribute-docs"><span class="arrow-prev">← </span><span>How to Contribute to Documentation</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/git-workflow"><span>Git Workflow</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="foote [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/how-to-release/index.html b/content/docs/3.3.0_Viet/how-to-release/index.html
index d334fda..086e0f6 100644
--- a/content/docs/3.3.0_Viet/how-to-release/index.html
+++ b/content/docs/3.3.0_Viet/how-to-release/index.html
@@ -240,7 +240,7 @@ và cần có hướng dẫn cách sử dụng KEYS + sig hay hash để chứng
On behalf of the SINGA team, {SINGA Team Member Name}
<span class="hljs-code">```</span>
</code></pre>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/contribute-docs"><span class="arrow-prev">← </span><span>How to Contribute to Documentation</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/git-workflow"><span>Git Workflow</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src= [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/contribute-docs"><span class="arrow-prev">← </span><span>How to Contribute to Documentation</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/git-workflow"><span>Git Workflow</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="foote [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/install-win.html b/content/docs/3.3.0_Viet/install-win.html
index e78daac..3981b2a 100644
--- a/content/docs/3.3.0_Viet/install-win.html
+++ b/content/docs/3.3.0_Viet/install-win.html
@@ -337,7 +337,7 @@ test/release.</p></li>
</ul>
<p>Tham khảo video hướng dẫn chạy unit tests tại đây:</p>
<p><a href="https://www.youtube.com/watch?v=YOjwtrvTPn4"><img src="https://img.youtube.com/vi/YOjwtrvTPn4/0.jpg" alt="youtube video"></a></p>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#cài-đặt-thư-viện-dependencies">Cài đặt thư viện dependencies</a></li><li><a href="#cài-singa-từ-nguồn">Cài SINGA từ nguồn</a></li><li><a href="#cài-đặt-python-module">Cài đặt Python module</a></li><li><a href="#chạy-unit-tests">Chạy Unit Tests</a></li><li><a href="#cài-đặt-hỗ-trợ-gpu-với-cuda">Cài đặt hỗ trợ GPU với CUDA</a><ul class="toc-headings"><li>< [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#cài-đặt-thư-viện-dependencies">Cài đặt thư viện dependencies</a></li><li><a href="#cài-singa-từ-nguồn">Cài SINGA từ nguồn</a></li><li><a href="#cài-đặt-python-module">Cài đặt Python module</a></li><li><a href="#chạy-unit-tests">Chạy Unit Tests</a></li><li><a href="#cài-đặt-hỗ-trợ-gpu-với-c [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/install-win/index.html b/content/docs/3.3.0_Viet/install-win/index.html
index e78daac..3981b2a 100644
--- a/content/docs/3.3.0_Viet/install-win/index.html
+++ b/content/docs/3.3.0_Viet/install-win/index.html
@@ -337,7 +337,7 @@ test/release.</p></li>
</ul>
<p>Tham khảo video hướng dẫn chạy unit tests tại đây:</p>
<p><a href="https://www.youtube.com/watch?v=YOjwtrvTPn4"><img src="https://img.youtube.com/vi/YOjwtrvTPn4/0.jpg" alt="youtube video"></a></p>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#cài-đặt-thư-viện-dependencies">Cài đặt thư viện dependencies</a></li><li><a href="#cài-singa-từ-nguồn">Cài SINGA từ nguồn</a></li><li><a href="#cài-đặt-python-module">Cài đặt Python module</a></li><li><a href="#chạy-unit-tests">Chạy Unit Tests</a></li><li><a href="#cài-đặt-hỗ-trợ-gpu-với-cuda">Cài đặt hỗ trợ GPU với CUDA</a><ul class="toc-headings"><li>< [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#cài-đặt-thư-viện-dependencies">Cài đặt thư viện dependencies</a></li><li><a href="#cài-singa-từ-nguồn">Cài SINGA từ nguồn</a></li><li><a href="#cài-đặt-python-module">Cài đặt Python module</a></li><li><a href="#chạy-unit-tests">Chạy Unit Tests</a></li><li><a href="#cài-đặt-hỗ-trợ-gpu-với-c [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/installation.html b/content/docs/3.3.0_Viet/installation.html
index e15d20d..d99c986 100644
--- a/content/docs/3.3.0_Viet/installation.html
+++ b/content/docs/3.3.0_Viet/installation.html
@@ -169,7 +169,7 @@ bằng <code>which python</code> và kiểm tra bản Python dùng cho SINGA qua
<code>otool -L <path to _singa_wrap.so></code>. Vấn đề này được giải quyết nếu SINGA được
cài qua conda.</p></li>
</ul>
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diff --git a/content/docs/3.3.0_Viet/installation/index.html b/content/docs/3.3.0_Viet/installation/index.html
index e15d20d..d99c986 100644
--- a/content/docs/3.3.0_Viet/installation/index.html
+++ b/content/docs/3.3.0_Viet/installation/index.html
@@ -169,7 +169,7 @@ bằng <code>which python</code> và kiểm tra bản Python dùng cho SINGA qua
<code>otool -L <path to _singa_wrap.so></code>. Vấn đề này được giải quyết nếu SINGA được
cài qua conda.</p></li>
</ul>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"><a class="docs-next button" href="/docs/3.3.0_Viet/software-stack"><span>Software Stack</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#sử-dụng-pip">Sử dụng Pip</a></li><li><a href="#sử-dụng-docker">Sử dụng Docker</a></li><li><a href="#từ-nguồn">Từ nguồn</a></li><li><a href="#câu-hỏi-thường-gặ [...]
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diff --git a/content/docs/3.3.0_Viet/issue-tracking.html b/content/docs/3.3.0_Viet/issue-tracking.html
index 3d6c695..4d2d6bb 100644
--- a/content/docs/3.3.0_Viet/issue-tracking.html
+++ b/content/docs/3.3.0_Viet/issue-tracking.html
@@ -65,7 +65,7 @@
vấn đề bao gồm lỗi (bugs), các tính năng mới và thảo luận.</p>
<p>Chúng tôi đang trong quá trình chuyển sang mục
<a href="https://github.com/apache/singa/issues">Github Issues</a>.</p>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/mail-lists"><span class="arrow-prev">← </span><span>Project Mailing Lists</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/security"><span>Security</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section class="sitemap [...]
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diff --git a/content/docs/3.3.0_Viet/issue-tracking/index.html b/content/docs/3.3.0_Viet/issue-tracking/index.html
index 3d6c695..4d2d6bb 100644
--- a/content/docs/3.3.0_Viet/issue-tracking/index.html
+++ b/content/docs/3.3.0_Viet/issue-tracking/index.html
@@ -65,7 +65,7 @@
vấn đề bao gồm lỗi (bugs), các tính năng mới và thảo luận.</p>
<p>Chúng tôi đang trong quá trình chuyển sang mục
<a href="https://github.com/apache/singa/issues">Github Issues</a>.</p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/mail-lists"><span class="arrow-prev">← </span><span>Project Mailing Lists</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/security"><span>Security</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.pn [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/mail-lists"><span class="arrow-prev">← </span><span>Project Mailing Lists</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/security"><span>Security</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section class="sitemap [...]
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diff --git a/content/docs/3.3.0_Viet/mail-lists.html b/content/docs/3.3.0_Viet/mail-lists.html
index 4660732..25c29c3 100644
--- a/content/docs/3.3.0_Viet/mail-lists.html
+++ b/content/docs/3.3.0_Viet/mail-lists.html
@@ -74,7 +74,7 @@ lưu trữ.</p>
<tr><td>Bảo mật</td><td><a href="mailto:security@singa.apache.org">security@singa.apache.org</a></td><td>private</td><td>private</td><td>private</td></tr>
</tbody>
</table>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/source-repository"><span class="arrow-prev">← </span><span>Source Repository</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/issue-tracking"><span>Issue Tracking</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section [...]
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diff --git a/content/docs/3.3.0_Viet/mail-lists/index.html b/content/docs/3.3.0_Viet/mail-lists/index.html
index 4660732..25c29c3 100644
--- a/content/docs/3.3.0_Viet/mail-lists/index.html
+++ b/content/docs/3.3.0_Viet/mail-lists/index.html
@@ -74,7 +74,7 @@ lưu trữ.</p>
<tr><td>Bảo mật</td><td><a href="mailto:security@singa.apache.org">security@singa.apache.org</a></td><td>private</td><td>private</td><td>private</td></tr>
</tbody>
</table>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/source-repository"><span class="arrow-prev">← </span><span>Source Repository</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/issue-tracking"><span>Issue Tracking</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section [...]
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diff --git a/content/docs/3.3.0_Viet/onnx.html b/content/docs/3.3.0_Viet/onnx.html
index a8b4c18..14ae5cf 100644
--- a/content/docs/3.3.0_Viet/onnx.html
+++ b/content/docs/3.3.0_Viet/onnx.html
@@ -423,7 +423,7 @@ cùng.</p>
<h3><a class="anchor" aria-hidden="true" id="sonnxmodel"></a><a href="#sonnxmodel" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1 [...]
<p><code>SONNXModel</code> được tạo từ <code>sonnx.SONNXModel</code> và thực hiện phương pháp <code>forward</code>
để cung cấp một API đồng bộ với các mô hình SINGA.</p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/graph"><span class="arrow-prev">← </span><span>Model</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/dist-train"><span>Distributed Training</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#sử-dụng-chung">Sử dụng chung</a><ul class="toc-headings"><li><a href="#tải-một-onnx-model-trong-singa">Tải m [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/graph"><span class="arrow-prev">← </span><span>Model</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/dist-train"><span>Distributed Training</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#sử-dụng-chung">Sử dụng chung</a><ul class= [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/onnx/index.html b/content/docs/3.3.0_Viet/onnx/index.html
index a8b4c18..14ae5cf 100644
--- a/content/docs/3.3.0_Viet/onnx/index.html
+++ b/content/docs/3.3.0_Viet/onnx/index.html
@@ -423,7 +423,7 @@ cùng.</p>
<h3><a class="anchor" aria-hidden="true" id="sonnxmodel"></a><a href="#sonnxmodel" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1 [...]
<p><code>SONNXModel</code> được tạo từ <code>sonnx.SONNXModel</code> và thực hiện phương pháp <code>forward</code>
để cung cấp một API đồng bộ với các mô hình SINGA.</p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/graph"><span class="arrow-prev">← </span><span>Model</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/dist-train"><span>Distributed Training</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#sử-dụng-chung">Sử dụng chung</a><ul class="toc-headings"><li><a href="#tải-một-onnx-model-trong-singa">Tải m [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/graph"><span class="arrow-prev">← </span><span>Model</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/dist-train"><span>Distributed Training</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#sử-dụng-chung">Sử dụng chung</a><ul class= [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/optimizer.html b/content/docs/3.3.0_Viet/optimizer.html
index c77caff..90e7ff5 100644
--- a/content/docs/3.3.0_Viet/optimizer.html
+++ b/content/docs/3.3.0_Viet/optimizer.html
@@ -165,7 +165,7 @@ toán tối ưu.</p>
<span class="hljs-comment"># Train với một batch</span>
out, loss = model(tx, ty)
</code></pre>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/autograd"><span class="arrow-prev">← </span><span>Autograd</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/graph"><span>Model</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#tạo-thuật-toán-tối-ưu">Tạo thuật toán tối ưu</a></li><li><a href="#tạo-decay-scheduler">Tạo Decay Scheduler</a></li><li><a [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/autograd"><span class="arrow-prev">← </span><span>Autograd</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/graph"><span>Model</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#tạo-thuật-toán-tối-ưu">Tạo thuật toán tối ưu</a></li><li [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/optimizer/index.html b/content/docs/3.3.0_Viet/optimizer/index.html
index c77caff..90e7ff5 100644
--- a/content/docs/3.3.0_Viet/optimizer/index.html
+++ b/content/docs/3.3.0_Viet/optimizer/index.html
@@ -165,7 +165,7 @@ toán tối ưu.</p>
<span class="hljs-comment"># Train với một batch</span>
out, loss = model(tx, ty)
</code></pre>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/autograd"><span class="arrow-prev">← </span><span>Autograd</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/graph"><span>Model</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#tạo-thuật-toán-tối-ưu">Tạo thuật toán tối ưu</a></li><li><a href="#tạo-decay-scheduler">Tạo Decay Scheduler</a></li><li><a [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/autograd"><span class="arrow-prev">← </span><span>Autograd</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/graph"><span>Model</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#tạo-thuật-toán-tối-ưu">Tạo thuật toán tối ưu</a></li><li [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/security.html b/content/docs/3.3.0_Viet/security.html
index 3cce3e7..3b245a2 100644
--- a/content/docs/3.3.0_Viet/security.html
+++ b/content/docs/3.3.0_Viet/security.html
@@ -63,7 +63,7 @@
</script></nav></div><div class="container mainContainer docsContainer"><div class="wrapper"><div class="post"><header class="postHeader"><a class="edit-page-link button" href="https://github.com/apache/singa-doc/blob/master/docs-site/docs/security.md" target="_blank" rel="noreferrer noopener">Edit</a><h1 id="__docusaurus" class="postHeaderTitle">Bảo Mật</h1></header><article><div><span><!--- Licensed to the Apache Software Foundation (ASF) under one or more contributor license a [...]
<p>Người dùng có thể báo cáo vấn đề bảo mật tới
<a href="mailto:security@singa.apache.org">Mail List của Nhóm SINGA Security</a></p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/issue-tracking"><span class="arrow-prev">← </span><span>Issue Tracking</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/team-list"><span>The SINGA Team</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-squar [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/issue-tracking"><span class="arrow-prev">← </span><span>Issue Tracking</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/team-list"><span>The SINGA Team</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section class="sit [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/security/index.html b/content/docs/3.3.0_Viet/security/index.html
index 3cce3e7..3b245a2 100644
--- a/content/docs/3.3.0_Viet/security/index.html
+++ b/content/docs/3.3.0_Viet/security/index.html
@@ -63,7 +63,7 @@
</script></nav></div><div class="container mainContainer docsContainer"><div class="wrapper"><div class="post"><header class="postHeader"><a class="edit-page-link button" href="https://github.com/apache/singa-doc/blob/master/docs-site/docs/security.md" target="_blank" rel="noreferrer noopener">Edit</a><h1 id="__docusaurus" class="postHeaderTitle">Bảo Mật</h1></header><article><div><span><!--- Licensed to the Apache Software Foundation (ASF) under one or more contributor license a [...]
<p>Người dùng có thể báo cáo vấn đề bảo mật tới
<a href="mailto:security@singa.apache.org">Mail List của Nhóm SINGA Security</a></p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/issue-tracking"><span class="arrow-prev">← </span><span>Issue Tracking</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/team-list"><span>The SINGA Team</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-squar [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/issue-tracking"><span class="arrow-prev">← </span><span>Issue Tracking</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/team-list"><span>The SINGA Team</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section class="sit [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/software-stack.html b/content/docs/3.3.0_Viet/software-stack.html
index 7839ebe..54b3800 100644
--- a/content/docs/3.3.0_Viet/software-stack.html
+++ b/content/docs/3.3.0_Viet/software-stack.html
@@ -174,7 +174,7 @@ và tốc độ qua computational graph.</p>
<li>SingaFrontend để lưu SINGA model ở định dạng onnx.</li>
<li>SingaBackend để tải model định dạng onnx sang SINGA cho training và inference.</li>
</ul>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/3/2021</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/installation"><span class="arrow-prev">← </span><span>Installation</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/examples"><span>Examples</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#backend-cấp-thấp">Backend cấp thấp</a><ul [...]
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the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/software-stack/index.html b/content/docs/3.3.0_Viet/software-stack/index.html
index 7839ebe..54b3800 100644
--- a/content/docs/3.3.0_Viet/software-stack/index.html
+++ b/content/docs/3.3.0_Viet/software-stack/index.html
@@ -174,7 +174,7 @@ và tốc độ qua computational graph.</p>
<li>SingaFrontend để lưu SINGA model ở định dạng onnx.</li>
<li>SingaBackend để tải model định dạng onnx sang SINGA cho training và inference.</li>
</ul>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/3/2021</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/installation"><span class="arrow-prev">← </span><span>Installation</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/examples"><span>Examples</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#backend-cấp-thấp">Backend cấp thấp</a><ul [...]
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diff --git a/content/docs/3.3.0_Viet/source-repository.html b/content/docs/3.3.0_Viet/source-repository.html
index 5dd7080..c71cf4f 100644
--- a/content/docs/3.3.0_Viet/source-repository.html
+++ b/content/docs/3.3.0_Viet/source-repository.html
@@ -75,7 +75,7 @@ code). Hướng dẫn sử dụng Git xem tại <a href="http://git-scm.com/docu
<p>Mã code có thể cloned từ cả hai repo, vd.,</p>
<pre><code class="hljs">git clone https://github.com/apache/singa.git
</code></pre>
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+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"><a class="docs-next button" href="/docs/3.3.0_Viet/mail-lists"><span>Project Mailing Lists</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#repository">Repository</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img [...]
The Apache Software Foundation. All rights reserved.
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the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/source-repository/index.html b/content/docs/3.3.0_Viet/source-repository/index.html
index 5dd7080..c71cf4f 100644
--- a/content/docs/3.3.0_Viet/source-repository/index.html
+++ b/content/docs/3.3.0_Viet/source-repository/index.html
@@ -75,7 +75,7 @@ code). Hướng dẫn sử dụng Git xem tại <a href="http://git-scm.com/docu
<p>Mã code có thể cloned từ cả hai repo, vd.,</p>
<pre><code class="hljs">git clone https://github.com/apache/singa.git
</code></pre>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-next button" href="/docs/3.3.0_Viet/mail-lists"><span>Project Mailing Lists</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#repository">Repository</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/ [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 4/2/2020</em></div><div class="docs-prevnext"><a class="docs-next button" href="/docs/3.3.0_Viet/mail-lists"><span>Project Mailing Lists</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#repository">Repository</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img [...]
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the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/team-list.html b/content/docs/3.3.0_Viet/team-list.html
index 9542656..091cdfb 100644
--- a/content/docs/3.3.0_Viet/team-list.html
+++ b/content/docs/3.3.0_Viet/team-list.html
@@ -121,7 +121,7 @@ NetEase, ĐH Osaka, yzBigData, v.v</p>
<tr><td>Chang Yao</td><td><a href="mailto:yaochang2009@gmail.com">yaochang2009@gmail.com</a></td><td>Hangzhou MZH Technologies</td></tr>
</tbody>
</table>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/security"><span class="arrow-prev">← </span><span>Security</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/history-singa"><span>History of SINGA</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#pmc">PMC</a></li><li><a href="#committers">Committers</a></li><li><a href="#contributors">Contributors< [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/21/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/security"><span class="arrow-prev">← </span><span>Security</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/history-singa"><span>History of SINGA</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#pmc">PMC</a></li><li><a href="#comm [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/team-list/index.html b/content/docs/3.3.0_Viet/team-list/index.html
index 9542656..091cdfb 100644
--- a/content/docs/3.3.0_Viet/team-list/index.html
+++ b/content/docs/3.3.0_Viet/team-list/index.html
@@ -121,7 +121,7 @@ NetEase, ĐH Osaka, yzBigData, v.v</p>
<tr><td>Chang Yao</td><td><a href="mailto:yaochang2009@gmail.com">yaochang2009@gmail.com</a></td><td>Hangzhou MZH Technologies</td></tr>
</tbody>
</table>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/security"><span class="arrow-prev">← </span><span>Security</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/history-singa"><span>History of SINGA</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#pmc">PMC</a></li><li><a href="#committers">Committers</a></li><li><a href="#contributors">Contributors< [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/21/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/security"><span class="arrow-prev">← </span><span>Security</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/history-singa"><span>History of SINGA</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#pmc">PMC</a></li><li><a href="#comm [...]
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the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/tensor.html b/content/docs/3.3.0_Viet/tensor.html
index f7d7968..54e7e78 100644
--- a/content/docs/3.3.0_Viet/tensor.html
+++ b/content/docs/3.3.0_Viet/tensor.html
@@ -275,7 +275,7 @@ function được tạo trong <code>singa_wrap.py</code></li>
<p><em>đang cập nhật</em></p>
<h2><a class="anchor" aria-hidden="true" id="cpp-api"></a><a href="#cpp-api" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1- [...]
<p><em>đang cập nhật</em></p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/device"><span class="arrow-prev">← </span><span>Device</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/autograd"><span>Autograd</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#cách-sử-dụng-tensor">Cách sử dụng Tensor</a><ul class="toc-headings"><li><a href="#tạo-tensor">Tạo Tensor</a></li><li><a [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/device"><span class="arrow-prev">← </span><span>Device</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/autograd"><span>Autograd</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#cách-sử-dụng-tensor">Cách sử dụng Tensor</a><ul class= [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/tensor/index.html b/content/docs/3.3.0_Viet/tensor/index.html
index f7d7968..54e7e78 100644
--- a/content/docs/3.3.0_Viet/tensor/index.html
+++ b/content/docs/3.3.0_Viet/tensor/index.html
@@ -275,7 +275,7 @@ function được tạo trong <code>singa_wrap.py</code></li>
<p><em>đang cập nhật</em></p>
<h2><a class="anchor" aria-hidden="true" id="cpp-api"></a><a href="#cpp-api" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1- [...]
<p><em>đang cập nhật</em></p>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/device"><span class="arrow-prev">← </span><span>Device</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/autograd"><span>Autograd</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#cách-sử-dụng-tensor">Cách sử dụng Tensor</a><ul class="toc-headings"><li><a href="#tạo-tensor">Tạo Tensor</a></li><li><a [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/1/2021</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/device"><span class="arrow-prev">← </span><span>Device</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/autograd"><span>Autograd</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#cách-sử-dụng-tensor">Cách sử dụng Tensor</a><ul class= [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/time-profiling.html b/content/docs/3.3.0_Viet/time-profiling.html
index e932c4e..9640bbb 100644
--- a/content/docs/3.3.0_Viet/time-profiling.html
+++ b/content/docs/3.3.0_Viet/time-profiling.html
@@ -205,7 +205,7 @@ Backward Propagation <span class="hljs-built_in">Time</span> <span class="hljs-s
<span class="hljs-string">.</span>
<span class="hljs-string">.</span>
</code></pre>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/dist-train"><span class="arrow-prev">← </span><span>Distributed Training</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/downloads"><span>Download SINGA</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#thiết-lập-độ-dài-cho-hồ-sơ-thời-gian">Thiết lập Độ dài cho Hồ sơ thời gian</a></li><li><a href= [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 9/27/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/dist-train"><span class="arrow-prev">← </span><span>Distributed Training</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/downloads"><span>Download SINGA</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#thiết-lập-độ-dài-cho-hồ-sơ-t [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/time-profiling/index.html b/content/docs/3.3.0_Viet/time-profiling/index.html
index e932c4e..9640bbb 100644
--- a/content/docs/3.3.0_Viet/time-profiling/index.html
+++ b/content/docs/3.3.0_Viet/time-profiling/index.html
@@ -205,7 +205,7 @@ Backward Propagation <span class="hljs-built_in">Time</span> <span class="hljs-s
<span class="hljs-string">.</span>
<span class="hljs-string">.</span>
</code></pre>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/dist-train"><span class="arrow-prev">← </span><span>Distributed Training</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/downloads"><span>Download SINGA</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#thiết-lập-độ-dài-cho-hồ-sơ-thời-gian">Thiết lập Độ dài cho Hồ sơ thời gian</a></li><li><a href= [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 9/27/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/dist-train"><span class="arrow-prev">← </span><span>Distributed Training</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/downloads"><span>Download SINGA</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#thiết-lập-độ-dài-cho-hồ-sơ-t [...]
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Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/wheel-cpu-dev.html b/content/docs/3.3.0_Viet/wheel-cpu-dev.html
index 6c94117..273d89a 100644
--- a/content/docs/3.3.0_Viet/wheel-cpu-dev.html
+++ b/content/docs/3.3.0_Viet/wheel-cpu-dev.html
@@ -67,7 +67,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720-cp37-cp37m-manylinux2014_x86_64.whl">Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720-cp38-cp38-manylinux2014_x86_64.whl">Python 3.8</a></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/wheel-cpu"><span class="arrow-prev">← </span><span>CPU only</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/wheel-gpu"><span>CUDA enabled</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#300dev200720">3.0.0.dev200720</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class=" [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 11/18/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/wheel-cpu"><span class="arrow-prev">← </span><span>CPU only</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/wheel-gpu"><span>CUDA enabled</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#300dev200720">3.0.0.dev200720</a></li></ul [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/wheel-cpu-dev/index.html b/content/docs/3.3.0_Viet/wheel-cpu-dev/index.html
index 6c94117..273d89a 100644
--- a/content/docs/3.3.0_Viet/wheel-cpu-dev/index.html
+++ b/content/docs/3.3.0_Viet/wheel-cpu-dev/index.html
@@ -67,7 +67,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720-cp37-cp37m-manylinux2014_x86_64.whl">Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720-cp38-cp38-manylinux2014_x86_64.whl">Python 3.8</a></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/wheel-cpu"><span class="arrow-prev">← </span><span>CPU only</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/wheel-gpu"><span>CUDA enabled</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#300dev200720">3.0.0.dev200720</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class=" [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 11/18/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/wheel-cpu"><span class="arrow-prev">← </span><span>CPU only</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/wheel-gpu"><span>CUDA enabled</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#300dev200720">3.0.0.dev200720</a></li></ul [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/wheel-cpu.html b/content/docs/3.3.0_Viet/wheel-cpu.html
index 5a616db..27cc974 100644
--- a/content/docs/3.3.0_Viet/wheel-cpu.html
+++ b/content/docs/3.3.0_Viet/wheel-cpu.html
@@ -73,7 +73,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp37-cp37m-manylinux2014_x86_64.whl">Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp38-cp38-manylinux2014_x86_64.whl">Python 3.8</a></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/history-singa"><span class="arrow-prev">← </span><span>History of SINGA</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/wheel-cpu-dev"><span>CPU only (dev version)</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><footer class=" [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/21/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/history-singa"><span class="arrow-prev">← </span><span>History of SINGA</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/wheel-cpu-dev"><span>CPU only (dev version)</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></ [...]
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diff --git a/content/docs/3.3.0_Viet/wheel-cpu/index.html b/content/docs/3.3.0_Viet/wheel-cpu/index.html
index 5a616db..27cc974 100644
--- a/content/docs/3.3.0_Viet/wheel-cpu/index.html
+++ b/content/docs/3.3.0_Viet/wheel-cpu/index.html
@@ -73,7 +73,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp37-cp37m-manylinux2014_x86_64.whl">Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp38-cp38-manylinux2014_x86_64.whl">Python 3.8</a></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/history-singa"><span class="arrow-prev">← </span><span>History of SINGA</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/wheel-cpu-dev"><span>CPU only (dev version)</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><footer class=" [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/21/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/history-singa"><span class="arrow-prev">← </span><span>History of SINGA</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/wheel-cpu-dev"><span>CPU only (dev version)</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></ [...]
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diff --git a/content/docs/3.3.0_Viet/wheel-gpu-dev.html b/content/docs/3.3.0_Viet/wheel-gpu-dev.html
index a48fcab..d5af6eb 100644
--- a/content/docs/3.3.0_Viet/wheel-gpu-dev.html
+++ b/content/docs/3.3.0_Viet/wheel-gpu-dev.html
@@ -67,7 +67,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.8</a></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/wheel-gpu"><span class="arrow-prev">← </span><span>CUDA enabled</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#300dev200720">3.0.0.dev200720</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></ [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 11/18/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/wheel-gpu"><span class="arrow-prev">← </span><span>CUDA enabled</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#300dev200720">3.0.0.dev200720</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/ [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
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diff --git a/content/docs/3.3.0_Viet/wheel-gpu-dev/index.html b/content/docs/3.3.0_Viet/wheel-gpu-dev/index.html
index a48fcab..d5af6eb 100644
--- a/content/docs/3.3.0_Viet/wheel-gpu-dev/index.html
+++ b/content/docs/3.3.0_Viet/wheel-gpu-dev/index.html
@@ -67,7 +67,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0.dev200720%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.8</a></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/wheel-gpu"><span class="arrow-prev">← </span><span>CUDA enabled</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#300dev200720">3.0.0.dev200720</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></ [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 11/18/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/wheel-gpu"><span class="arrow-prev">← </span><span>CUDA enabled</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#300dev200720">3.0.0.dev200720</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/ [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/wheel-gpu.html b/content/docs/3.3.0_Viet/wheel-gpu.html
index 43e17ca..62ce491 100644
--- a/content/docs/3.3.0_Viet/wheel-gpu.html
+++ b/content/docs/3.3.0_Viet/wheel-gpu.html
@@ -76,7 +76,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.8</a></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/wheel-cpu-dev"><span class="arrow-prev">← </span><span>CPU only (dev version)</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/wheel-gpu-dev"><span>CUDA enabled (dev version)</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><foot [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 11/18/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/wheel-cpu-dev"><span class="arrow-prev">← </span><span>CPU only (dev version)</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/wheel-gpu-dev"><span>CUDA enabled (dev version)</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3 [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/3.3.0_Viet/wheel-gpu/index.html b/content/docs/3.3.0_Viet/wheel-gpu/index.html
index 43e17ca..62ce491 100644
--- a/content/docs/3.3.0_Viet/wheel-gpu/index.html
+++ b/content/docs/3.3.0_Viet/wheel-gpu/index.html
@@ -76,7 +76,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.8</a></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/wheel-cpu-dev"><span class="arrow-prev">← </span><span>CPU only (dev version)</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/wheel-gpu-dev"><span>CUDA enabled (dev version)</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><foot [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 11/18/2020</em></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/3.3.0_Viet/wheel-cpu-dev"><span class="arrow-prev">← </span><span>CPU only (dev version)</span></a><a class="docs-next button" href="/docs/3.3.0_Viet/wheel-gpu-dev"><span>CUDA enabled (dev version)</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#310">3 [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/installation.html b/content/docs/installation.html
index caf7aa1..5671fc7 100644
--- a/content/docs/installation.html
+++ b/content/docs/installation.html
@@ -75,8 +75,6 @@ SINGA.</p>
<p>You can install a specific version of SINGA via <code>singa==<version></code>, where the
<code><version></code> field should be replaced, e.g., <code>3.3.0</code>. The available SINGA
versions are listed at the link.</p>
-<p>To install the latest develop version, replace the link with
-<a href="http://singa.apache.org/docs/next/wheel-cpu-dev.html">http://singa.apache.org/docs/next/wheel-cpu-dev.html</a></p>
<ol start="2">
<li>GPU With CUDA and cuDNN
<a href="https://colab.research.google.com/drive/1W30IPCqj5fG8ADAQsFqclaCLyIclVcJL?usp=sharing"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></li>
@@ -86,8 +84,6 @@ versions are listed at the link.</p>
<p>You can also configure SINGA version and the CUDA version, like
<code>singa==3.3.0+cuda10.2</code>. The available combinations of SINGA version and CUDA
version are listed at the link.</p>
-<p>To install the latest develop version, replace the link with
-<a href="http://singa.apache.org/docs/next/wheel-gpu-dev.html">http://singa.apache.org/docs/next/wheel-gpu-dev.html</a></p>
<p>Note: the Python version of your local Python environment will be used to find
the corresponding wheel package. For example, if your local Python is 3.6, then
the wheel package compiled on Python 3.6 will be selected by pip and installed.
@@ -172,7 +168,7 @@ check your interpreter by <code>which python</code> and check the Python linked
via <code>otool -L <path to _singa_wrap.so></code>. This problem should be resolved if
SINGA is installed via conda.</p></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-next button" href="/docs/software-stack"><span>Software Stack</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#using-pip">Using Pip</a></li><li><a href="#using-docker">Using Docker</a></li><li><a href="#from-source">From source</a></li><li><a href="#faq">FAQ</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 8/16/2021</em></div><div class="docs-prevnext"><a class="docs-next button" href="/docs/software-stack"><span>Software Stack</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#using-pip">Using Pip</a></li><li><a href="#using-docker">Using Docker</a></li><li><a href="#from-source">From source</a></li><li><a href="#faq">FAQ</a></li></ul></nav>< [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/installation/index.html b/content/docs/installation/index.html
index caf7aa1..5671fc7 100644
--- a/content/docs/installation/index.html
+++ b/content/docs/installation/index.html
@@ -75,8 +75,6 @@ SINGA.</p>
<p>You can install a specific version of SINGA via <code>singa==<version></code>, where the
<code><version></code> field should be replaced, e.g., <code>3.3.0</code>. The available SINGA
versions are listed at the link.</p>
-<p>To install the latest develop version, replace the link with
-<a href="http://singa.apache.org/docs/next/wheel-cpu-dev.html">http://singa.apache.org/docs/next/wheel-cpu-dev.html</a></p>
<ol start="2">
<li>GPU With CUDA and cuDNN
<a href="https://colab.research.google.com/drive/1W30IPCqj5fG8ADAQsFqclaCLyIclVcJL?usp=sharing"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></li>
@@ -86,8 +84,6 @@ versions are listed at the link.</p>
<p>You can also configure SINGA version and the CUDA version, like
<code>singa==3.3.0+cuda10.2</code>. The available combinations of SINGA version and CUDA
version are listed at the link.</p>
-<p>To install the latest develop version, replace the link with
-<a href="http://singa.apache.org/docs/next/wheel-gpu-dev.html">http://singa.apache.org/docs/next/wheel-gpu-dev.html</a></p>
<p>Note: the Python version of your local Python environment will be used to find
the corresponding wheel package. For example, if your local Python is 3.6, then
the wheel package compiled on Python 3.6 will be selected by pip and installed.
@@ -172,7 +168,7 @@ check your interpreter by <code>which python</code> and check the Python linked
via <code>otool -L <path to _singa_wrap.so></code>. This problem should be resolved if
SINGA is installed via conda.</p></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"><a class="docs-next button" href="/docs/software-stack"><span>Software Stack</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#using-pip">Using Pip</a></li><li><a href="#using-docker">Using Docker</a></li><li><a href="#from-source">From source</a></li><li><a href="#faq">FAQ</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 8/16/2021</em></div><div class="docs-prevnext"><a class="docs-next button" href="/docs/software-stack"><span>Software Stack</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#using-pip">Using Pip</a></li><li><a href="#using-docker">Using Docker</a></li><li><a href="#from-source">From source</a></li><li><a href="#faq">FAQ</a></li></ul></nav>< [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/next/installation.html b/content/docs/next/installation.html
index 82040f0..5e446e8 100644
--- a/content/docs/next/installation.html
+++ b/content/docs/next/installation.html
@@ -75,8 +75,6 @@ SINGA.</p>
<p>You can install a specific version of SINGA via <code>singa==<version></code>, where the
<code><version></code> field should be replaced, e.g., <code>3.3.0</code>. The available SINGA
versions are listed at the link.</p>
-<p>To install the latest develop version, replace the link with
-<a href="http://singa.apache.org/docs/next/wheel-cpu-dev.html">http://singa.apache.org/docs/next/wheel-cpu-dev.html</a></p>
<ol start="2">
<li>GPU With CUDA and cuDNN
<a href="https://colab.research.google.com/drive/1W30IPCqj5fG8ADAQsFqclaCLyIclVcJL?usp=sharing"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></li>
@@ -86,8 +84,6 @@ versions are listed at the link.</p>
<p>You can also configure SINGA version and the CUDA version, like
<code>singa==3.3.0+cuda10.2</code>. The available combinations of SINGA version and CUDA
version are listed at the link.</p>
-<p>To install the latest develop version, replace the link with
-<a href="http://singa.apache.org/docs/next/wheel-gpu-dev.html">http://singa.apache.org/docs/next/wheel-gpu-dev.html</a></p>
<p>Note: the Python version of your local Python environment will be used to find
the corresponding wheel package. For example, if your local Python is 3.6, then
the wheel package compiled on Python 3.6 will be selected by pip and installed.
@@ -172,7 +168,7 @@ check your interpreter by <code>which python</code> and check the Python linked
via <code>otool -L <path to _singa_wrap.so></code>. This problem should be resolved if
SINGA is installed via conda.</p></li>
</ul>
-</span></div></article></div><div class="docLastUpdate"><em>Last updated on 8/16/2021</em></div><div class="docs-prevnext"><a class="docs-next button" href="/docs/next/software-stack"><span>Software Stack</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#using-pip">Using Pip</a></li><li><a href="#using-docker">Using Docker</a></li><li><a href="#from-source">From source</a></li><li><a href="#faq">FAQ</a></li></ul></ [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/26/2022</em></div><div class="docs-prevnext"><a class="docs-next button" href="/docs/next/software-stack"><span>Software Stack</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#using-pip">Using Pip</a></li><li><a href="#using-docker">Using Docker</a></li><li><a href="#from-source">From source</a></li><li><a href="#faq">FAQ</a></li></ul></ [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/next/installation/index.html b/content/docs/next/installation/index.html
index 82040f0..5e446e8 100644
--- a/content/docs/next/installation/index.html
+++ b/content/docs/next/installation/index.html
@@ -75,8 +75,6 @@ SINGA.</p>
<p>You can install a specific version of SINGA via <code>singa==<version></code>, where the
<code><version></code> field should be replaced, e.g., <code>3.3.0</code>. The available SINGA
versions are listed at the link.</p>
-<p>To install the latest develop version, replace the link with
-<a href="http://singa.apache.org/docs/next/wheel-cpu-dev.html">http://singa.apache.org/docs/next/wheel-cpu-dev.html</a></p>
<ol start="2">
<li>GPU With CUDA and cuDNN
<a href="https://colab.research.google.com/drive/1W30IPCqj5fG8ADAQsFqclaCLyIclVcJL?usp=sharing"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></li>
@@ -86,8 +84,6 @@ versions are listed at the link.</p>
<p>You can also configure SINGA version and the CUDA version, like
<code>singa==3.3.0+cuda10.2</code>. The available combinations of SINGA version and CUDA
version are listed at the link.</p>
-<p>To install the latest develop version, replace the link with
-<a href="http://singa.apache.org/docs/next/wheel-gpu-dev.html">http://singa.apache.org/docs/next/wheel-gpu-dev.html</a></p>
<p>Note: the Python version of your local Python environment will be used to find
the corresponding wheel package. For example, if your local Python is 3.6, then
the wheel package compiled on Python 3.6 will be selected by pip and installed.
@@ -172,7 +168,7 @@ check your interpreter by <code>which python</code> and check the Python linked
via <code>otool -L <path to _singa_wrap.so></code>. This problem should be resolved if
SINGA is installed via conda.</p></li>
</ul>
-</span></div></article></div><div class="docLastUpdate"><em>Last updated on 8/16/2021</em></div><div class="docs-prevnext"><a class="docs-next button" href="/docs/next/software-stack"><span>Software Stack</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#using-pip">Using Pip</a></li><li><a href="#using-docker">Using Docker</a></li><li><a href="#from-source">From source</a></li><li><a href="#faq">FAQ</a></li></ul></ [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 5/26/2022</em></div><div class="docs-prevnext"><a class="docs-next button" href="/docs/next/software-stack"><span>Software Stack</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#using-pip">Using Pip</a></li><li><a href="#using-docker">Using Docker</a></li><li><a href="#from-source">From source</a></li><li><a href="#faq">FAQ</a></li></ul></ [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/docs/next/releases/RELEASE_NOTES_3.3.0.html b/content/docs/next/releases/RELEASE_NOTES_3.3.0.html
index ab6a22c..4fd3b40 100644
--- a/content/docs/next/releases/RELEASE_NOTES_3.3.0.html
+++ b/content/docs/next/releases/RELEASE_NOTES_3.3.0.html
@@ -39,7 +39,7 @@
<li>Fix the model of pad from bytes to str.</li>
</ul></li>
</ul>
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diff --git a/content/docs/next/releases/RELEASE_NOTES_3.3.0/index.html b/content/docs/next/releases/RELEASE_NOTES_3.3.0/index.html
index ab6a22c..4fd3b40 100644
--- a/content/docs/next/releases/RELEASE_NOTES_3.3.0/index.html
+++ b/content/docs/next/releases/RELEASE_NOTES_3.3.0/index.html
@@ -39,7 +39,7 @@
<li>Fix the model of pad from bytes to str.</li>
</ul></li>
</ul>
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diff --git a/content/docs/next/wheel-cpu.html b/content/docs/next/wheel-cpu.html
index f360d9d..303bf11 100644
--- a/content/docs/next/wheel-cpu.html
+++ b/content/docs/next/wheel-cpu.html
@@ -29,7 +29,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp37-cp37m-manylinux2014_x86_64.whl">Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp38-cp38-manylinux2014_x86_64.whl">Python 3.8</a></li>
</ul>
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diff --git a/content/docs/next/wheel-cpu/index.html b/content/docs/next/wheel-cpu/index.html
index f360d9d..303bf11 100644
--- a/content/docs/next/wheel-cpu/index.html
+++ b/content/docs/next/wheel-cpu/index.html
@@ -29,7 +29,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp37-cp37m-manylinux2014_x86_64.whl">Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp38-cp38-manylinux2014_x86_64.whl">Python 3.8</a></li>
</ul>
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diff --git a/content/docs/next/wheel-gpu.html b/content/docs/next/wheel-gpu.html
index 5847c5b..832b844 100644
--- a/content/docs/next/wheel-gpu.html
+++ b/content/docs/next/wheel-gpu.html
@@ -29,7 +29,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.8</a></li>
</ul>
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diff --git a/content/docs/next/wheel-gpu/index.html b/content/docs/next/wheel-gpu/index.html
index 5847c5b..832b844 100644
--- a/content/docs/next/wheel-gpu/index.html
+++ b/content/docs/next/wheel-gpu/index.html
@@ -29,7 +29,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.8</a></li>
</ul>
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diff --git a/content/docs/releases/RELEASE_NOTES_3.3.0.html b/content/docs/releases/RELEASE_NOTES_3.3.0.html
index f1ae755..050f689 100644
--- a/content/docs/releases/RELEASE_NOTES_3.3.0.html
+++ b/content/docs/releases/RELEASE_NOTES_3.3.0.html
@@ -39,7 +39,7 @@
<li>Fix the model of pad from bytes to str.</li>
</ul></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installation">Getting Started</a><a href="/docs/device">Guides</a><a href="/en/https://apache-singa.readthedocs.io/en/latest/">API Reference</a><a href="/docs/examples">Exa [...]
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diff --git a/content/docs/releases/RELEASE_NOTES_3.3.0/index.html b/content/docs/releases/RELEASE_NOTES_3.3.0/index.html
index f1ae755..050f689 100644
--- a/content/docs/releases/RELEASE_NOTES_3.3.0/index.html
+++ b/content/docs/releases/RELEASE_NOTES_3.3.0/index.html
@@ -39,7 +39,7 @@
<li>Fix the model of pad from bytes to str.</li>
</ul></li>
</ul>
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diff --git a/content/docs/wheel-cpu.html b/content/docs/wheel-cpu.html
index 382fec1..76299aa 100644
--- a/content/docs/wheel-cpu.html
+++ b/content/docs/wheel-cpu.html
@@ -29,7 +29,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp37-cp37m-manylinux2014_x86_64.whl">Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp38-cp38-manylinux2014_x86_64.whl">Python 3.8</a></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#330">3.3.0</a></li><li><a href="#320">3.2.0</a></li><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installati [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/21/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#330">3.3.0</a></li><li><a href="#320">3.2.0</a></li><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" wid [...]
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diff --git a/content/docs/wheel-cpu/index.html b/content/docs/wheel-cpu/index.html
index 382fec1..76299aa 100644
--- a/content/docs/wheel-cpu/index.html
+++ b/content/docs/wheel-cpu/index.html
@@ -29,7 +29,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp37-cp37m-manylinux2014_x86_64.whl">Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0-cp38-cp38-manylinux2014_x86_64.whl">Python 3.8</a></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#330">3.3.0</a></li><li><a href="#320">3.2.0</a></li><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installati [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/21/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#330">3.3.0</a></li><li><a href="#320">3.2.0</a></li><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" wid [...]
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diff --git a/content/docs/wheel-gpu.html b/content/docs/wheel-gpu.html
index 8d8cecc..260e743 100644
--- a/content/docs/wheel-gpu.html
+++ b/content/docs/wheel-gpu.html
@@ -29,7 +29,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.8</a></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#330">3.3.0</a></li><li><a href="#320">3.2.0</a></li><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installati [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/21/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#330">3.3.0</a></li><li><a href="#320">3.2.0</a></li><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" wid [...]
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diff --git a/content/docs/wheel-gpu/index.html b/content/docs/wheel-gpu/index.html
index 8d8cecc..260e743 100644
--- a/content/docs/wheel-gpu/index.html
+++ b/content/docs/wheel-gpu/index.html
@@ -29,7 +29,7 @@
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp37-cp37m-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.7</a></li>
<li><a href="https://singa-wheel.s3-ap-southeast-1.amazonaws.com/singa-3.0.0%2Bcuda10.2-cp38-cp38-manylinux2014_x86_64.whl">CUDA10.2, cuDNN 7.6.5, Python 3.8</a></li>
</ul>
-</span></div></article></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#330">3.3.0</a></li><li><a href="#320">3.2.0</a></li><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" width="66" height="58"/></a><div><h5>Docs</h5><a href="/docs/installati [...]
+</span></div></article></div><div class="docLastUpdate"><em>Last updated on 10/21/2020</em></div><div class="docs-prevnext"></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#330">3.3.0</a></li><li><a href="#320">3.2.0</a></li><li><a href="#310">3.1.0</a></li><li><a href="#300">3.0.0</a></li></ul></nav></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/singa-logo-square.png" alt="Apache SINGA" wid [...]
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diff --git a/content/en/index.html b/content/en/index.html
index d4872de..bbb22e0 100644
--- a/content/en/index.html
+++ b/content/en/index.html
@@ -13,7 +13,7 @@
</span></div></p></div><div class="container-2-box"><svg stroke="currentColor" fill="none" stroke-width="0" viewBox="0 0 24 24" class="icon" style="font-size:30px" height="1em" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M4.99255 11.0159C4.44027 11.0159 3.99255 10.5682 3.99255 10.0159C3.99255 9.6585 4.18004 9.3449 4.46202 9.16807L7.14964 6.48045C7.54016 6.08993 8.17333 6.08993 8.56385 6.48045C8.95438 6.87098 8.95438 7.50414 8.56385 7.89467L7.44263 9.0159L14.9926 9.01589C15.54 [...]
</span></div></p></div><div class="container-2-box"><svg stroke="currentColor" fill="currentColor" stroke-width="0" version="1.1" viewBox="0 0 16 16" class="icon" height="1em" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M10.293 11.707l-3.293-3.293v-4.414h2v3.586l2.707 2.707zM8 0c-4.418 0-8 3.582-8 8s3.582 8 8 8 8-3.582 8-8-3.582-8-8-8zM8 14c-3.314 0-6-2.686-6-6s2.686-6 6-6c3.314 0 6 2.686 6 6s-2.686 6-6 6z"></path></svg><h2>Time profiling</h2><p><div><span><p>SINGA supports t [...]
</span></div></p></div><div class="container-2-box"><svg stroke="currentColor" fill="currentColor" stroke-width="0" viewBox="0 0 16 16" class="icon" height="1em" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M7.779.052a.5.5 0 0 1 .442 0l6.015 2.97a.5.5 0 0 1 .267.34l1.485 6.676a.5.5 0 0 1-.093.415l-4.162 5.354a.5.5 0 0 1-.395.193H4.662a.5.5 0 0 1-.395-.193L.105 10.453a.5.5 0 0 1-.093-.415l1.485-6.676a.5.5 0 0 1 .267-.34L7.779.053zM8 15h3.093l3.868-4.975-1.383-6.212L8 1.058V15z" [...]
-</span></div></p></div></div></div></div><div class="container lightBackground paddingBottom paddingTop"><div class="wrapper"><p style="text-align:center;font-size:24px;font-weight:bold">SINGA has a well architected software stack and easy-to-use Python interface to improve usability</p><img style="width:35%" class="containerImg" src="/img/singav3-sw.png" alt="Usability"/></div></div><div class="container paddingBottom paddingTop"><div class="wrapper"><p style="text-align:center;font-siz [...]
+</span></div></p></div></div></div></div><div class="container lightBackground paddingBottom paddingTop"><div class="wrapper"><p style="text-align:center;font-size:24px;font-weight:bold">SINGA has a well architected software stack and easy-to-use Python interface to improve usability</p><img style="width:35%" class="containerImg" src="/img/singav3-sw.png" alt="Usability"/></div></div><div class="container paddingBottom paddingTop"><div class="wrapper"><p style="text-align:center;font-siz [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The
diff --git a/content/index.html b/content/index.html
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@@ -13,7 +13,7 @@
</span></div></p></div><div class="container-2-box"><svg stroke="currentColor" fill="none" stroke-width="0" viewBox="0 0 24 24" class="icon" style="font-size:30px" height="1em" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M4.99255 11.0159C4.44027 11.0159 3.99255 10.5682 3.99255 10.0159C3.99255 9.6585 4.18004 9.3449 4.46202 9.16807L7.14964 6.48045C7.54016 6.08993 8.17333 6.08993 8.56385 6.48045C8.95438 6.87098 8.95438 7.50414 8.56385 7.89467L7.44263 9.0159L14.9926 9.01589C15.54 [...]
</span></div></p></div><div class="container-2-box"><svg stroke="currentColor" fill="currentColor" stroke-width="0" version="1.1" viewBox="0 0 16 16" class="icon" height="1em" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M10.293 11.707l-3.293-3.293v-4.414h2v3.586l2.707 2.707zM8 0c-4.418 0-8 3.582-8 8s3.582 8 8 8 8-3.582 8-8-3.582-8-8-8zM8 14c-3.314 0-6-2.686-6-6s2.686-6 6-6c3.314 0 6 2.686 6 6s-2.686 6-6 6z"></path></svg><h2>Time profiling</h2><p><div><span><p>SINGA supports t [...]
</span></div></p></div><div class="container-2-box"><svg stroke="currentColor" fill="currentColor" stroke-width="0" viewBox="0 0 16 16" class="icon" height="1em" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M7.779.052a.5.5 0 0 1 .442 0l6.015 2.97a.5.5 0 0 1 .267.34l1.485 6.676a.5.5 0 0 1-.093.415l-4.162 5.354a.5.5 0 0 1-.395.193H4.662a.5.5 0 0 1-.395-.193L.105 10.453a.5.5 0 0 1-.093-.415l1.485-6.676a.5.5 0 0 1 .267-.34L7.779.053zM8 15h3.093l3.868-4.975-1.383-6.212L8 1.058V15z" [...]
-</span></div></p></div></div></div></div><div class="container lightBackground paddingBottom paddingTop"><div class="wrapper"><p style="text-align:center;font-size:24px;font-weight:bold">SINGA has a well architected software stack and easy-to-use Python interface to improve usability</p><img style="width:35%" class="containerImg" src="/img/singav3-sw.png" alt="Usability"/></div></div><div class="container paddingBottom paddingTop"><div class="wrapper"><p style="text-align:center;font-siz [...]
+</span></div></p></div></div></div></div><div class="container lightBackground paddingBottom paddingTop"><div class="wrapper"><p style="text-align:center;font-size:24px;font-weight:bold">SINGA has a well architected software stack and easy-to-use Python interface to improve usability</p><img style="width:35%" class="containerImg" src="/img/singav3-sw.png" alt="Usability"/></div></div><div class="container paddingBottom paddingTop"><div class="wrapper"><p style="text-align:center;font-siz [...]
The Apache Software Foundation. All rights reserved.
Apache SINGA, Apache, the Apache feather logo, and
the Apache SINGA project logos are trademarks of The