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tanyuqian committed Sep 27, 2024
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6 changes: 3 additions & 3 deletions 404.html
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<title>MNIST - Data Parallel Only - RedCoast</title>
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<h1>MNIST - Data Parallel Only</h1>
<h1>Data Parallel Only</h1>

<p>This is a trivial MNIST example with RedCoast (<code>pip install redco==0.4.22</code>). Runnable by
<div class="highlight"><pre><span></span><code>python main.py
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<title>MNIST - Model Parallel - RedCoast</title>
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<h1>MNIST - Model Parallel</h1>
<h1>Model Parallel</h1>

<p>This is a MNIST example with RedCoast (<code>pip install redco==0.4.22</code>), supporting model parallelism by passing in <code>n_model_shards</code> to <code>redco.Deployer</code>.</p>
<p>To simulate multiple devices in cpu-only envs,
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<title>MNIST - Differential-Private - RedCoast</title>
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<h1>MNIST - Differential-Private</h1>
<h1>Differential-Private</h1>

<p>This is a MNIST example with RedCoast (<code>pip install redco==0.4.22</code>), supporting differentially-private (DP) training.
We provide utils for DP training, <code>dp_utils.py</code>, in the <a href="https://github.com/tanyuqian/redco/tree/master/examples/differential_private_training">DP training example</a>, which can be downloaded by
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