js-number">2048</span>, kernel_size=<span class="hljs-number">3</span>)
    x = ReLU()(x)
    x = GlobalAvgPool2D()(x)
    x = Dense(units=<span class="hljs-number">1000</span>, activation=<span class="hljs-string">'softmax'</span>)(x)

    <span class="hljs-keyword">return</span> x


input = Input(shape=[<span class="hljs-number">299</span>, <span class="hljs-number">299</span>, <span class="hljs-number">3</span>])

x = entry_flow(input)
x = middle_flow(x)
output = exit_flow(x)

<span class="hljs-keyword">