.. _sphx_glr_usage_examples_lenet_style:

============
LeNet Style
============

These examples cover LeNet style visualization


.. raw:: html

  <div id='sg-tag-list' class='sphx-glr-tag-list'></div>


.. raw:: html

    <div class="sphx-glr-thumbnails">

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Visualization of basic custom model. No color_map is passed here, so each layer type is assigned a color automatically from a colorblind-safe default palette (see the Custom Color example to override this).">

.. only:: html

  .. image:: /usage_examples/lenet_style/images/thumb/sphx_glr_plot_basic_sequential_lenet_style_thumb.png
    :alt:

  :doc:`/usage_examples/lenet_style/plot_basic_sequential_lenet_style`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">LeNet Style Basic Sequential</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="The same Inception-style block as the graph style&#x27;s multi-branch example - four parallel branches (a plain Conv2d+BatchNorm2d, a 1x1-then-3x3 conv, a 1x1-then-5x5 conv, and a max-pool-then-1x1-conv) that all read the same input and merge into a shared projection layer - rendered in lenet style instead.">

.. only:: html

  .. image:: /usage_examples/lenet_style/images/thumb/sphx_glr_plot_inception_block_lenet_style_thumb.png
    :alt:

  :doc:`/usage_examples/lenet_style/plot_inception_block_lenet_style`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Multi-Branch Merge (Inception-style)</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="The same two-branch model as the graph style&#x27;s multi-input example - an image branch (Conv2d + global pooling) and a tabular-vector branch (a small MLP) - merged by concatenation before a shared head, rendered in lenet style instead.">

.. only:: html

  .. image:: /usage_examples/lenet_style/images/thumb/sphx_glr_plot_multi_input_lenet_style_thumb.png
    :alt:

  :doc:`/usage_examples/lenet_style/plot_multi_input_lenet_style`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Multi-Input Model (Siamese-style)</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Visualization of a classic ResNet-style residual block: Conv2d + BatchNorm2d, twice, with a plain identity shortcut around them and a final ReLU.">

.. only:: html

  .. image:: /usage_examples/lenet_style/images/thumb/sphx_glr_plot_residual_block_lenet_style_thumb.png
    :alt:

  :doc:`/usage_examples/lenet_style/plot_residual_block_lenet_style`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Residual Block</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /usage_examples/lenet_style/plot_basic_sequential_lenet_style
   /usage_examples/lenet_style/plot_inception_block_lenet_style
   /usage_examples/lenet_style/plot_multi_input_lenet_style
   /usage_examples/lenet_style/plot_residual_block_lenet_style