Pretrained inception_v3 not matched with research paper

username: Sahil
cooked: <p>Hello,<br>
This inception_v3 are not matching same as just mentioned in table 1. from this research paper. <a href="https://arxiv.org/pdf/1512.00567v3.pdf" rel="noopener nofollow ugc">link</a><br>
<img src="https://discuss.pytorch.org/uploads/default/original/3X/2/e/2e666a8388e093f2a5660546d97e2112f55836b7.png" alt="image" data-base62-sha1="6Cto7xlr3zfonGY99yH1088BDSL" width="600" height="473"></p>
<p>In first part, why it is of kernel_size=1? it should have been of kernel_size=3<br>
In second part, where is stride value? it should have been of stride=2<br>
In third part, there shouldn’t been no pool layer mentioned in paper? why did you even implemented it?</p>
<p>I think there is lot of stuff not matching to this research paper. I would like pytorch team kindly look into this matter and resolve as soon as possible.</p>
<p>Thanks</p>

username: tom
cooked: <p>The reference for the inception v3 model in TorchVision is the TensorFlow implementation, not the paper.</p>
<p>See</p>
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      <a href="https://github.com/pytorch/vision/pull/101" target="_blank" rel="noopener nofollow ugc">github.com/pytorch/vision</a>
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      <a href="https://github.com/pytorch/vision/pull/101" target="_blank" rel="noopener nofollow ugc">Add Inception v3 model ported from TensorFlow</a>
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      <code>pytorch:master</code> ← <code>colesbury:inception_v3</code>
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        opened <span class="discourse-local-date" data-format="ll" data-date="2017-03-13" data-time="20:00:31" data-timezone="UTC">08:00PM - 13 Mar 17 UTC</span>
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<p>and some more discussion about weights in</p>
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      <a href="https://github.com/pytorch/vision/issues/926" target="_blank" rel="noopener nofollow ugc">github.com/pytorch/vision</a>
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      <a href="https://github.com/pytorch/vision/issues/926" target="_blank" rel="noopener nofollow ugc">Inceptionv3 weight is not consistent with tensorflow</a>
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        opened <span class="discourse-local-date" data-format="ll" data-date="2019-05-20" data-time="14:53:37" data-timezone="UTC">02:53PM - 20 May 19 UTC</span>
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<div class="github-row">
  <p class="github-content">I am trying to reproduce the Frechet Inception Distance with Pytorch. The original code uses InceptionV3 trained with Tensorflow. But using...</p>
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    <span style="display:inline-block;margin-top:2px;background-color: #B8B8B8;padding: 2px;border-radius: 4px;color: #fff;margin-left: 3px;">bug</span>
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<p>Best regards</p>
<p>Thomas</p>

username: Sahil
cooked: <p>Thanks for clearing that this implementation is not based on research paper.</p>