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d="M163.09326171875,21293L163.09326171875,21294.666666666668C163.09326171875,21296.333333333332,163.09326171875,21299.666666666668,163.09326171875,21303C163.09326171875,21306.333333333332,163.09326171875,21309.666666666668,163.09326171875,21311.333333333332L163.09326171875,21313" style="stroke: rgb(0, 0, 0); stroke-width: 1px; fill: none; marker-end: url(&quot;#arrowhead-vee&quot;);"/></g><g id="edge-labels" class="edge-labels"><text class="edge-label" id="edge-label-edge-input_6" style="opacity: 1; font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 10px;" transform="translate(79.03466796875,48)"><tspan xml:space="preserve" dy="1em" x="1"></tspan></text><text class="edge-label" id="edge-label-edge-input_6" style="opacity: 1; font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 10px;" transform="translate(-3.71533203125,9935)"><tspan xml:space="preserve" dy="1em" x="1"></tspan></text></g><g id="nodes" class="nodes"><g id="input-name-input_6" class="node graph-input" style="opacity: 1;" transform="translate(0,0)"><g class="node-item graph-item-input" transform="translate(0,0)"><path d="M5,0h39.8740234375a5,5 0 0 1 5,5v13a5,5 0 0 1 -5,5h-39.8740234375a5,5 0 0 1 -5,-5v-13a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(238, 238, 238); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision;">input_6</text><title>float32[?,256,256,3]</title></g><path class="node border" d="M5,0h39.8740234375a5,5 0 0 1 5,5v13a5,5 0 0 1 -5,5h-39.8740234375a5,5 0 0 1 -5,-5v-13a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv1_pad" class="node graph-node" style="opacity: 1;" transform="translate(12.052001953125,87)"><g class="node-item node-item-type node-item-type-tensor" transform="translate(0,0)"><path d="M5,0h113.96533203125a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-123.96533203125a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(89, 66, 59); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ZeroPadding2D</text><title>conv1_pad</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h123.96533203125a0,0 0 0 1 0,0v29a5,5 0 0 1 -5,5h-113.96533203125a5,5 0 0 1 -5,-5v-29a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>data_format</tspan><tspan> = channels_last</tspan></text><text xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>padding</tspan><tspan> = [ 3, 3 ], [ 3, 3 ]</tspan></text><line class="node" x1="0" x2="123.96533203125" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h113.96533203125a5,5 0 0 1 5,5v47a5,5 0 0 1 -5,5h-113.96533203125a5,5 0 0 1 -5,-5v-47a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv1_conv" class="node graph-node" style="opacity: 1;" transform="translate(24.53466796875,164)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h89a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-99a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv1_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h99a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-89a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv1_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[7,7,3,64]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈7×7×3×64〉</tspan></text><text id="initializer-conv1_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈64〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 64</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 7, 7</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 2, 2</tspan></text><line class="node" x1="0" x2="99" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h89a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-89a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv1_bn" class="node graph-node" style="opacity: 1;" transform="translate(18.597164154052734,311)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h100.875a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-110.875a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv1_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h110.875a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-100.875a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv1_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈64〉</tspan></text><text id="initializer-conv1_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈64〉</tspan></text><text id="initializer-conv1_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈64〉</tspan></text><text id="initializer-conv1_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈64〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="110.875" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h100.875a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-100.875a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv1_relu" class="node graph-node" style="opacity: 1;" transform="translate(35.70654296875,472)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv1_relu</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-pool1_pad" class="node graph-node" style="opacity: 1;" transform="translate(171.7230224609375,558)"><g class="node-item node-item-type node-item-type-tensor" transform="translate(0,0)"><path d="M5,0h113.96533203125a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-123.96533203125a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(89, 66, 59); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ZeroPadding2D</text><title>pool1_pad</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h123.96533203125a0,0 0 0 1 0,0v29a5,5 0 0 1 -5,5h-113.96533203125a5,5 0 0 1 -5,-5v-29a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>data_format</tspan><tspan> = channels_last</tspan></text><text xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>padding</tspan><tspan> = [ 1, 1 ], [ 1, 1 ]</tspan></text><line class="node" x1="0" x2="123.96533203125" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h113.96533203125a5,5 0 0 1 5,5v47a5,5 0 0 1 -5,5h-113.96533203125a5,5 0 0 1 -5,-5v-47a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-pool1_pool" class="node graph-node" style="opacity: 1;" transform="translate(191.1424560546875,635)"><g class="node-item node-item-type node-item-type-pool" transform="translate(0,0)"><path d="M5,0h75.12646484375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-85.12646484375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 51); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">MaxPooling2D</text><title>pool1_pool</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h85.12646484375a0,0 0 0 1 0,0v29a5,5 0 0 1 -5,5h-75.12646484375a5,5 0 0 1 -5,-5v-29a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>pool_size</tspan><tspan> = 3, 3</tspan></text><text xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 2, 2</tspan></text><line class="node" x1="0" x2="85.12646484375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h75.12646484375a5,5 0 0 1 5,5v47a5,5 0 0 1 -5,5h-75.12646484375a5,5 0 0 1 -5,-5v-47a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block1_1_conv" class="node graph-node" style="opacity: 1;" transform="translate(261.3970947265625,712)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h93.859375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-103.859375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv2_block1_1_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h103.859375a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-93.859375a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2_block1_1_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1,1,64,64]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈1×1×64×64〉</tspan></text><text id="initializer-conv2_block1_1_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈64〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 64</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="103.859375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h93.859375a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-93.859375a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block1_1_bn" class="node graph-node" style="opacity: 1;" transform="translate(257.88927841186523,859)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h100.875a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-110.875a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv2_block1_1_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h110.875a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-100.875a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2_block1_1_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈64〉</tspan></text><text id="initializer-conv2_block1_1_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈64〉</tspan></text><text id="initializer-conv2_block1_1_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈64〉</tspan></text><text id="initializer-conv2_block1_1_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈64〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="110.875" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h100.875a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-100.875a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block1_1_relu" class="node graph-node" style="opacity: 1;" transform="translate(274.9986572265625,1020)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv2_block1_1_relu</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block1_2_conv" class="node graph-node" style="opacity: 1;" transform="translate(261.3970947265625,1106)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h93.859375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-103.859375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv2_block1_2_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h103.859375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-93.859375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2_block1_2_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[3,3,64,64]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈3×3×64×64〉</tspan></text><text id="initializer-conv2_block1_2_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈64〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 64</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 3, 3</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>padding</tspan><tspan> = same</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="103.859375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h93.859375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-93.859375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block1_2_bn" class="node graph-node" style="opacity: 1;" transform="translate(257.88927841186523,1267)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h100.875a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-110.875a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv2_block1_2_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h110.875a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-100.875a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2_block1_2_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈64〉</tspan></text><text id="initializer-conv2_block1_2_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈64〉</tspan></text><text id="initializer-conv2_block1_2_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈64〉</tspan></text><text id="initializer-conv2_block1_2_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈64〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="110.875" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h100.875a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-100.875a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block1_2_relu" class="node graph-node" style="opacity: 1;" transform="translate(274.9986572265625,1428)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv2_block1_2_relu</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block1_0_conv" class="node graph-node" style="opacity: 1;" transform="translate(99.6080322265625,1514)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h98.703125a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-108.703125a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv2_block1_0_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h108.703125a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-98.703125a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2_block1_0_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1,1,64,256]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈1×1×64×256〉</tspan></text><text id="initializer-conv2_block1_0_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 256</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="108.703125" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h98.703125a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-98.703125a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block1_3_conv" class="node graph-node" style="opacity: 1;" transform="translate(258.9752197265625,1514)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h98.703125a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-108.703125a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv2_block1_3_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h108.703125a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-98.703125a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2_block1_3_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1,1,64,256]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈1×1×64×256〉</tspan></text><text id="initializer-conv2_block1_3_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 256</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="108.703125" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h98.703125a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-98.703125a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block1_0_bn" class="node graph-node" style="opacity: 1;" transform="translate(96.0924072265625,1661)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv2_block1_0_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2_block1_0_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv2_block1_0_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv2_block1_0_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv2_block1_0_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block1_3_bn" class="node graph-node" style="opacity: 1;" transform="translate(255.4595947265625,1661)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv2_block1_3_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2_block1_3_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv2_block1_3_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv2_block1_3_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv2_block1_3_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block1_add" class="node graph-node" style="opacity: 1;" transform="translate(216.1744384765625,1822)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h25.0625a5,5 0 0 1 5,5v13a5,5 0 0 1 -5,5h-25.0625a5,5 0 0 1 -5,-5v-13a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Add</text><title>conv2_block1_add</title></g><path class="node border" d="M5,0h25.0625a5,5 0 0 1 5,5v13a5,5 0 0 1 -5,5h-25.0625a5,5 0 0 1 -5,-5v-13a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block1_out" class="node graph-node" style="opacity: 1;" transform="translate(195.3775634765625,1865)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv2_block1_out</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block2_1_conv" class="node graph-node" style="opacity: 1;" transform="translate(230.0416259765625,1951)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h98.703125a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-108.703125a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv2_block2_1_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h108.703125a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-98.703125a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2_block2_1_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1,1,256,64]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈1×1×256×64〉</tspan></text><text id="initializer-conv2_block2_1_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈64〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 64</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="108.703125" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h98.703125a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-98.703125a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block2_1_bn" class="node graph-node" style="opacity: 1;" transform="translate(228.95568466186523,2098)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h100.875a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-110.875a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv2_block2_1_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h110.875a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-100.875a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2_block2_1_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈64〉</tspan></text><text id="initializer-conv2_block2_1_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈64〉</tspan></text><text id="initializer-conv2_block2_1_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈64〉</tspan></text><text id="initializer-conv2_block2_1_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈64〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="110.875" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h100.875a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-100.875a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block2_1_relu" class="node graph-node" style="opacity: 1;" transform="translate(246.0650634765625,2259)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv2_block2_1_relu</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block2_2_conv" class="node graph-node" style="opacity: 1;" transform="translate(232.4635009765625,2345)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h93.859375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-103.859375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv2_block2_2_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h103.859375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-93.859375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2_block2_2_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[3,3,64,64]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈3×3×64×64〉</tspan></text><text id="initializer-conv2_block2_2_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈64〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 64</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 3, 3</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>padding</tspan><tspan> = same</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="103.859375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h93.859375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-93.859375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block2_2_bn" class="node graph-node" style="opacity: 1;" transform="translate(228.95568466186523,2506)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h100.875a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-110.875a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv2_block2_2_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h110.875a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-100.875a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2_block2_2_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈64〉</tspan></text><text id="initializer-conv2_block2_2_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈64〉</tspan></text><text id="initializer-conv2_block2_2_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈64〉</tspan></text><text id="initializer-conv2_block2_2_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈64〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="110.875" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h100.875a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-100.875a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block2_2_relu" class="node graph-node" style="opacity: 1;" transform="translate(246.0650634765625,2667)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv2_block2_2_relu</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block2_3_conv" class="node graph-node" style="opacity: 1;" transform="translate(230.0416259765625,2753)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h98.703125a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-108.703125a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv2_block2_3_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h108.703125a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-98.703125a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2_block2_3_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1,1,64,256]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈1×1×64×256〉</tspan></text><text id="initializer-conv2_block2_3_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 256</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="108.703125" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h98.703125a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-98.703125a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block2_3_bn" class="node graph-node" style="opacity: 1;" transform="translate(226.5260009765625,2900)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv2_block2_3_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2_block2_3_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv2_block2_3_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv2_block2_3_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv2_block2_3_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block2_add" class="node graph-node" style="opacity: 1;" transform="translate(216.1744384765625,3061)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h25.0625a5,5 0 0 1 5,5v13a5,5 0 0 1 -5,5h-25.0625a5,5 0 0 1 -5,-5v-13a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Add</text><title>conv2_block2_add</title></g><path class="node border" d="M5,0h25.0625a5,5 0 0 1 5,5v13a5,5 0 0 1 -5,5h-25.0625a5,5 0 0 1 -5,-5v-13a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block2_out" class="node graph-node" style="opacity: 1;" transform="translate(195.3775634765625,3104)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv2_block2_out</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block3_1_conv" class="node graph-node" style="opacity: 1;" transform="translate(230.0416259765625,3190)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h98.703125a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-108.703125a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv2_block3_1_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h108.703125a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-98.703125a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2_block3_1_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1,1,256,64]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈1×1×256×64〉</tspan></text><text id="initializer-conv2_block3_1_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈64〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 64</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="108.703125" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h98.703125a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-98.703125a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block3_1_bn" class="node graph-node" style="opacity: 1;" transform="translate(228.95568466186523,3337)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h100.875a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-110.875a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv2_block3_1_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h110.875a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-100.875a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2_block3_1_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈64〉</tspan></text><text id="initializer-conv2_block3_1_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈64〉</tspan></text><text id="initializer-conv2_block3_1_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈64〉</tspan></text><text id="initializer-conv2_block3_1_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈64〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="110.875" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h100.875a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-100.875a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block3_1_relu" class="node graph-node" style="opacity: 1;" transform="translate(246.0650634765625,3498)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv2_block3_1_relu</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block3_2_conv" class="node graph-node" style="opacity: 1;" transform="translate(232.4635009765625,3584)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h93.859375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-103.859375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv2_block3_2_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h103.859375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-93.859375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2_block3_2_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[3,3,64,64]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈3×3×64×64〉</tspan></text><text id="initializer-conv2_block3_2_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈64〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 64</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 3, 3</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>padding</tspan><tspan> = same</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="103.859375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h93.859375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-93.859375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block3_2_bn" class="node graph-node" style="opacity: 1;" transform="translate(228.95568466186523,3745)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h100.875a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-110.875a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv2_block3_2_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h110.875a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-100.875a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2_block3_2_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈64〉</tspan></text><text id="initializer-conv2_block3_2_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈64〉</tspan></text><text id="initializer-conv2_block3_2_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈64〉</tspan></text><text id="initializer-conv2_block3_2_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈64〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="110.875" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h100.875a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-100.875a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block3_2_relu" class="node graph-node" style="opacity: 1;" transform="translate(246.0650634765625,3906)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv2_block3_2_relu</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block3_3_conv" class="node graph-node" style="opacity: 1;" transform="translate(230.0416259765625,3992)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h98.703125a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-108.703125a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv2_block3_3_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h108.703125a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-98.703125a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2_block3_3_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1,1,64,256]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈1×1×64×256〉</tspan></text><text id="initializer-conv2_block3_3_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 256</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="108.703125" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h98.703125a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-98.703125a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block3_3_bn" class="node graph-node" style="opacity: 1;" transform="translate(226.5260009765625,4139)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv2_block3_3_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2_block3_3_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv2_block3_3_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv2_block3_3_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv2_block3_3_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block3_add" class="node graph-node" style="opacity: 1;" transform="translate(216.1744384765625,4300)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h25.0625a5,5 0 0 1 5,5v13a5,5 0 0 1 -5,5h-25.0625a5,5 0 0 1 -5,-5v-13a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Add</text><title>conv2_block3_add</title></g><path class="node border" d="M5,0h25.0625a5,5 0 0 1 5,5v13a5,5 0 0 1 -5,5h-25.0625a5,5 0 0 1 -5,-5v-13a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2_block3_out" class="node graph-node" style="opacity: 1;" transform="translate(195.3775634765625,4343)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv2_block3_out</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block1_1_conv" class="node graph-node" style="opacity: 1;" transform="translate(296.1470947265625,4429)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h103.5625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-113.5625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv3_block1_1_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h113.5625a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv3_block1_1_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1,1,256,128]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈1×1×256×128〉</tspan></text><text id="initializer-conv3_block1_1_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈128〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 128</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 2, 2</tspan></text><line class="node" x1="0" x2="113.5625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h103.5625a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block1_1_bn" class="node graph-node" style="opacity: 1;" transform="translate(295.0611572265625,4576)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv3_block1_1_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv3_block1_1_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈128〉</tspan></text><text id="initializer-conv3_block1_1_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈128〉</tspan></text><text id="initializer-conv3_block1_1_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈128〉</tspan></text><text id="initializer-conv3_block1_1_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈128〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block1_1_relu" class="node graph-node" style="opacity: 1;" transform="translate(314.6002197265625,4737)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv3_block1_1_relu</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block1_2_conv" class="node graph-node" style="opacity: 1;" transform="translate(296.1470947265625,4823)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h103.5625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-113.5625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv3_block1_2_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h113.5625a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv3_block1_2_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[3,3,128,128]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈3×3×128×128〉</tspan></text><text id="initializer-conv3_block1_2_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈128〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 128</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 3, 3</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>padding</tspan><tspan> = same</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="113.5625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h103.5625a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block1_2_bn" class="node graph-node" style="opacity: 1;" transform="translate(295.0611572265625,4984)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv3_block1_2_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv3_block1_2_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈128〉</tspan></text><text id="initializer-conv3_block1_2_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈128〉</tspan></text><text id="initializer-conv3_block1_2_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈128〉</tspan></text><text id="initializer-conv3_block1_2_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈128〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block1_2_relu" class="node graph-node" style="opacity: 1;" transform="translate(314.6002197265625,5145)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv3_block1_2_relu</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block1_0_conv" class="node graph-node" style="opacity: 1;" transform="translate(146.7799072265625,5231)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h103.5625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-113.5625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv3_block1_0_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h113.5625a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv3_block1_0_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1,1,256,512]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈1×1×256×512〉</tspan></text><text id="initializer-conv3_block1_0_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈512〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 512</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 2, 2</tspan></text><line class="node" x1="0" x2="113.5625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h103.5625a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block1_3_conv" class="node graph-node" style="opacity: 1;" transform="translate(296.1470947265625,5231)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h103.5625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-113.5625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv3_block1_3_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h113.5625a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv3_block1_3_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1,1,128,512]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈1×1×128×512〉</tspan></text><text id="initializer-conv3_block1_3_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈512〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 512</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="113.5625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h103.5625a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block1_0_bn" class="node graph-node" style="opacity: 1;" transform="translate(145.6939697265625,5378)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv3_block1_0_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv3_block1_0_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈512〉</tspan></text><text id="initializer-conv3_block1_0_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈512〉</tspan></text><text id="initializer-conv3_block1_0_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈512〉</tspan></text><text id="initializer-conv3_block1_0_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈512〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block1_3_bn" class="node graph-node" style="opacity: 1;" transform="translate(295.0611572265625,5378)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv3_block1_3_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv3_block1_3_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈512〉</tspan></text><text id="initializer-conv3_block1_3_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈512〉</tspan></text><text id="initializer-conv3_block1_3_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈512〉</tspan></text><text id="initializer-conv3_block1_3_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈512〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block1_add" class="node graph-node" style="opacity: 1;" transform="translate(255.7760009765625,5539)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h25.0625a5,5 0 0 1 5,5v13a5,5 0 0 1 -5,5h-25.0625a5,5 0 0 1 -5,-5v-13a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Add</text><title>conv3_block1_add</title></g><path class="node border" d="M5,0h25.0625a5,5 0 0 1 5,5v13a5,5 0 0 1 -5,5h-25.0625a5,5 0 0 1 -5,-5v-13a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block1_out" class="node graph-node" style="opacity: 1;" transform="translate(234.9791259765625,5582)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv3_block1_out</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block2_1_conv" class="node graph-node" style="opacity: 1;" transform="translate(267.2135009765625,5668)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h103.5625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-113.5625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv3_block2_1_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h113.5625a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv3_block2_1_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1,1,512,128]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈1×1×512×128〉</tspan></text><text id="initializer-conv3_block2_1_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈128〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 128</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="113.5625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h103.5625a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block2_1_bn" class="node graph-node" style="opacity: 1;" transform="translate(266.1275634765625,5815)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv3_block2_1_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv3_block2_1_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈128〉</tspan></text><text id="initializer-conv3_block2_1_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈128〉</tspan></text><text id="initializer-conv3_block2_1_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈128〉</tspan></text><text id="initializer-conv3_block2_1_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈128〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block2_1_relu" class="node graph-node" style="opacity: 1;" transform="translate(285.6666259765625,5976)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv3_block2_1_relu</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block2_2_conv" class="node graph-node" style="opacity: 1;" transform="translate(267.2135009765625,6062)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h103.5625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-113.5625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv3_block2_2_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h113.5625a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv3_block2_2_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[3,3,128,128]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈3×3×128×128〉</tspan></text><text id="initializer-conv3_block2_2_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈128〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 128</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 3, 3</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>padding</tspan><tspan> = same</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="113.5625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h103.5625a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block2_2_bn" class="node graph-node" style="opacity: 1;" transform="translate(266.1275634765625,6223)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv3_block2_2_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv3_block2_2_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈128〉</tspan></text><text id="initializer-conv3_block2_2_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈128〉</tspan></text><text id="initializer-conv3_block2_2_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈128〉</tspan></text><text id="initializer-conv3_block2_2_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈128〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block2_2_relu" class="node graph-node" style="opacity: 1;" transform="translate(285.6666259765625,6384)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv3_block2_2_relu</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block2_3_conv" class="node graph-node" style="opacity: 1;" transform="translate(267.2135009765625,6470)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h103.5625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-113.5625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv3_block2_3_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h113.5625a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv3_block2_3_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1,1,128,512]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈1×1×128×512〉</tspan></text><text id="initializer-conv3_block2_3_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈512〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 512</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="113.5625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h103.5625a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block2_3_bn" class="node graph-node" style="opacity: 1;" transform="translate(266.1275634765625,6617)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv3_block2_3_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv3_block2_3_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈512〉</tspan></text><text id="initializer-conv3_block2_3_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈512〉</tspan></text><text id="initializer-conv3_block2_3_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈512〉</tspan></text><text id="initializer-conv3_block2_3_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈512〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block2_add" class="node graph-node" style="opacity: 1;" transform="translate(255.7760009765625,6778)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h25.0625a5,5 0 0 1 5,5v13a5,5 0 0 1 -5,5h-25.0625a5,5 0 0 1 -5,-5v-13a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Add</text><title>conv3_block2_add</title></g><path class="node border" d="M5,0h25.0625a5,5 0 0 1 5,5v13a5,5 0 0 1 -5,5h-25.0625a5,5 0 0 1 -5,-5v-13a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block2_out" class="node graph-node" style="opacity: 1;" transform="translate(234.9791259765625,6821)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv3_block2_out</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block3_1_conv" class="node graph-node" style="opacity: 1;" transform="translate(267.2135009765625,6907)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h103.5625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-113.5625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv3_block3_1_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h113.5625a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv3_block3_1_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1,1,512,128]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈1×1×512×128〉</tspan></text><text id="initializer-conv3_block3_1_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈128〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 128</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="113.5625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h103.5625a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block3_1_bn" class="node graph-node" style="opacity: 1;" transform="translate(266.1275634765625,7054)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv3_block3_1_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv3_block3_1_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈128〉</tspan></text><text id="initializer-conv3_block3_1_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈128〉</tspan></text><text id="initializer-conv3_block3_1_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈128〉</tspan></text><text id="initializer-conv3_block3_1_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈128〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block3_1_relu" class="node graph-node" style="opacity: 1;" transform="translate(285.6666259765625,7215)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv3_block3_1_relu</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block3_2_conv" class="node graph-node" style="opacity: 1;" transform="translate(267.2135009765625,7301)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h103.5625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-113.5625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv3_block3_2_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h113.5625a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv3_block3_2_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[3,3,128,128]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈3×3×128×128〉</tspan></text><text id="initializer-conv3_block3_2_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈128〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 128</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 3, 3</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>padding</tspan><tspan> = same</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="113.5625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h103.5625a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block3_2_bn" class="node graph-node" style="opacity: 1;" transform="translate(266.1275634765625,7462)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv3_block3_2_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv3_block3_2_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈128〉</tspan></text><text id="initializer-conv3_block3_2_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈128〉</tspan></text><text id="initializer-conv3_block3_2_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈128〉</tspan></text><text id="initializer-conv3_block3_2_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈128〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block3_2_relu" class="node graph-node" style="opacity: 1;" transform="translate(285.6666259765625,7623)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv3_block3_2_relu</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block3_3_conv" class="node graph-node" style="opacity: 1;" transform="translate(267.2135009765625,7709)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h103.5625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-113.5625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv3_block3_3_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h113.5625a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv3_block3_3_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1,1,128,512]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈1×1×128×512〉</tspan></text><text id="initializer-conv3_block3_3_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈512〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 512</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="113.5625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h103.5625a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block3_3_bn" class="node graph-node" style="opacity: 1;" transform="translate(266.1275634765625,7856)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv3_block3_3_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv3_block3_3_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈512〉</tspan></text><text id="initializer-conv3_block3_3_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈512〉</tspan></text><text id="initializer-conv3_block3_3_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈512〉</tspan></text><text id="initializer-conv3_block3_3_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈512〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block3_add" class="node graph-node" style="opacity: 1;" transform="translate(255.7760009765625,8017)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h25.0625a5,5 0 0 1 5,5v13a5,5 0 0 1 -5,5h-25.0625a5,5 0 0 1 -5,-5v-13a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Add</text><title>conv3_block3_add</title></g><path class="node border" d="M5,0h25.0625a5,5 0 0 1 5,5v13a5,5 0 0 1 -5,5h-25.0625a5,5 0 0 1 -5,-5v-13a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block3_out" class="node graph-node" style="opacity: 1;" transform="translate(234.9791259765625,8060)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv3_block3_out</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block4_1_conv" class="node graph-node" style="opacity: 1;" transform="translate(267.2135009765625,8146)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h103.5625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-113.5625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv3_block4_1_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h113.5625a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv3_block4_1_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1,1,512,128]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈1×1×512×128〉</tspan></text><text id="initializer-conv3_block4_1_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈128〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 128</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="113.5625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h103.5625a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block4_1_bn" class="node graph-node" style="opacity: 1;" transform="translate(266.1275634765625,8293)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv3_block4_1_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv3_block4_1_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈128〉</tspan></text><text id="initializer-conv3_block4_1_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈128〉</tspan></text><text id="initializer-conv3_block4_1_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈128〉</tspan></text><text id="initializer-conv3_block4_1_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈128〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block4_1_relu" class="node graph-node" style="opacity: 1;" transform="translate(285.6666259765625,8454)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv3_block4_1_relu</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block4_2_conv" class="node graph-node" style="opacity: 1;" transform="translate(267.2135009765625,8540)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h103.5625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-113.5625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv3_block4_2_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h113.5625a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv3_block4_2_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[3,3,128,128]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈3×3×128×128〉</tspan></text><text id="initializer-conv3_block4_2_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈128〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 128</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 3, 3</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>padding</tspan><tspan> = same</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="113.5625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h103.5625a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block4_2_bn" class="node graph-node" style="opacity: 1;" transform="translate(266.1275634765625,8701)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv3_block4_2_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv3_block4_2_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈128〉</tspan></text><text id="initializer-conv3_block4_2_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈128〉</tspan></text><text id="initializer-conv3_block4_2_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈128〉</tspan></text><text id="initializer-conv3_block4_2_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈128〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block4_2_relu" class="node graph-node" style="opacity: 1;" transform="translate(285.6666259765625,8862)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv3_block4_2_relu</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block4_3_conv" class="node graph-node" style="opacity: 1;" transform="translate(267.2135009765625,8948)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h103.5625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-113.5625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv3_block4_3_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h113.5625a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv3_block4_3_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1,1,128,512]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈1×1×128×512〉</tspan></text><text id="initializer-conv3_block4_3_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈512〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 512</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="113.5625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h103.5625a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block4_3_bn" class="node graph-node" style="opacity: 1;" transform="translate(266.1275634765625,9095)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv3_block4_3_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv3_block4_3_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈512〉</tspan></text><text id="initializer-conv3_block4_3_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈512〉</tspan></text><text id="initializer-conv3_block4_3_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈512〉</tspan></text><text id="initializer-conv3_block4_3_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈512〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block4_add" class="node graph-node" style="opacity: 1;" transform="translate(255.7760009765625,9256)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h25.0625a5,5 0 0 1 5,5v13a5,5 0 0 1 -5,5h-25.0625a5,5 0 0 1 -5,-5v-13a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Add</text><title>conv3_block4_add</title></g><path class="node border" d="M5,0h25.0625a5,5 0 0 1 5,5v13a5,5 0 0 1 -5,5h-25.0625a5,5 0 0 1 -5,-5v-13a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv3_block4_out" class="node graph-node" style="opacity: 1;" transform="translate(234.9791259765625,9299)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv3_block4_out</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block1_1_conv" class="node graph-node" style="opacity: 1;" transform="translate(336.65576171875,9385)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h103.5625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-113.5625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv4_block1_1_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h113.5625a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block1_1_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1,1,512,256]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈1×1×512×256〉</tspan></text><text id="initializer-conv4_block1_1_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 256</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 2, 2</tspan></text><line class="node" x1="0" x2="113.5625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h103.5625a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block1_1_bn" class="node graph-node" style="opacity: 1;" transform="translate(335.56982421875,9532)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv4_block1_1_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block1_1_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block1_1_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block1_1_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block1_1_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block1_1_relu" class="node graph-node" style="opacity: 1;" transform="translate(355.10888671875,9693)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv4_block1_1_relu</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block1_2_conv" class="node graph-node" style="opacity: 1;" transform="translate(336.65576171875,9779)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h103.5625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-113.5625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv4_block1_2_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h113.5625a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block1_2_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[3,3,256,256]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈3×3×256×256〉</tspan></text><text id="initializer-conv4_block1_2_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 256</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 3, 3</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>padding</tspan><tspan> = same</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="113.5625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h103.5625a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block1_2_bn" class="node graph-node" style="opacity: 1;" transform="translate(335.56982421875,9964)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv4_block1_2_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block1_2_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block1_2_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block1_2_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block1_2_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block1_2_relu" class="node graph-node" style="opacity: 1;" transform="translate(355.10888671875,10125)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv4_block1_2_relu</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block1_0_conv" class="node graph-node" style="opacity: 1;" transform="translate(193.65576171875,10211)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h108.40625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-118.40625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv4_block1_0_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h118.40625a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-108.40625a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block1_0_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1,1,512,1024]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈1×1×512×1024〉</tspan></text><text id="initializer-conv4_block1_0_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈1024〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 1024</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 2, 2</tspan></text><line class="node" x1="0" x2="118.40625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h108.40625a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-108.40625a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block1_3_conv" class="node graph-node" style="opacity: 1;" transform="translate(334.23388671875,10211)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h108.40625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-118.40625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv4_block1_3_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h118.40625a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-108.40625a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block1_3_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1,1,256,1024]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈1×1×256×1024〉</tspan></text><text id="initializer-conv4_block1_3_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈1024〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 1024</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="118.40625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h108.40625a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-108.40625a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block1_0_bn" class="node graph-node" style="opacity: 1;" transform="translate(192.56982421875,10358)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h110.578125a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-120.578125a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv4_block1_0_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h120.578125a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-110.578125a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block1_0_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈1024〉</tspan></text><text id="initializer-conv4_block1_0_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈1024〉</tspan></text><text id="initializer-conv4_block1_0_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈1024〉</tspan></text><text id="initializer-conv4_block1_0_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈1024〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="120.578125" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h110.578125a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-110.578125a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block1_3_bn" class="node graph-node" style="opacity: 1;" transform="translate(333.14794921875,10358)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h110.578125a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-120.578125a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv4_block1_3_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h120.578125a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-110.578125a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block1_3_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈1024〉</tspan></text><text id="initializer-conv4_block1_3_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈1024〉</tspan></text><text id="initializer-conv4_block1_3_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈1024〉</tspan></text><text id="initializer-conv4_block1_3_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈1024〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="120.578125" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h110.578125a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-110.578125a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block1_add" class="node graph-node" style="opacity: 1;" transform="translate(307.6744384765625,10519)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h25.0625a5,5 0 0 1 5,5v13a5,5 0 0 1 -5,5h-25.0625a5,5 0 0 1 -5,-5v-13a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Add</text><title>conv4_block1_add</title></g><path class="node border" d="M5,0h25.0625a5,5 0 0 1 5,5v13a5,5 0 0 1 -5,5h-25.0625a5,5 0 0 1 -5,-5v-13a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block1_out" class="node graph-node" style="opacity: 1;" transform="translate(286.8775634765625,10562)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv4_block1_out</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block2_1_conv" class="node graph-node" style="opacity: 1;" transform="translate(304.08935546875,10648)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h108.40625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-118.40625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv4_block2_1_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h118.40625a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-108.40625a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block2_1_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1,1,1024,256]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈1×1×1024×256〉</tspan></text><text id="initializer-conv4_block2_1_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 256</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="118.40625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h108.40625a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-108.40625a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block2_1_bn" class="node graph-node" style="opacity: 1;" transform="translate(305.42529296875,10795)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv4_block2_1_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block2_1_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block2_1_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block2_1_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block2_1_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block2_1_relu" class="node graph-node" style="opacity: 1;" transform="translate(324.96435546875,10956)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv4_block2_1_relu</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block2_2_conv" class="node graph-node" style="opacity: 1;" transform="translate(306.51123046875,11042)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h103.5625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-113.5625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv4_block2_2_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h113.5625a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block2_2_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[3,3,256,256]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈3×3×256×256〉</tspan></text><text id="initializer-conv4_block2_2_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 256</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 3, 3</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>padding</tspan><tspan> = same</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="113.5625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h103.5625a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block2_2_bn" class="node graph-node" style="opacity: 1;" transform="translate(305.42529296875,11203)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv4_block2_2_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block2_2_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block2_2_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block2_2_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block2_2_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block2_2_relu" class="node graph-node" style="opacity: 1;" transform="translate(324.96435546875,11364)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv4_block2_2_relu</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block2_3_conv" class="node graph-node" style="opacity: 1;" transform="translate(304.08935546875,11450)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h108.40625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-118.40625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv4_block2_3_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h118.40625a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-108.40625a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block2_3_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1,1,256,1024]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈1×1×256×1024〉</tspan></text><text id="initializer-conv4_block2_3_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈1024〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 1024</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="118.40625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h108.40625a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-108.40625a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block2_3_bn" class="node graph-node" style="opacity: 1;" transform="translate(303.00341796875,11597)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h110.578125a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-120.578125a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv4_block2_3_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h120.578125a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-110.578125a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block2_3_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈1024〉</tspan></text><text id="initializer-conv4_block2_3_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈1024〉</tspan></text><text id="initializer-conv4_block2_3_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈1024〉</tspan></text><text id="initializer-conv4_block2_3_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈1024〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="120.578125" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h110.578125a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-110.578125a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block2_add" class="node graph-node" style="opacity: 1;" transform="translate(307.6744384765625,11758)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h25.0625a5,5 0 0 1 5,5v13a5,5 0 0 1 -5,5h-25.0625a5,5 0 0 1 -5,-5v-13a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Add</text><title>conv4_block2_add</title></g><path class="node border" d="M5,0h25.0625a5,5 0 0 1 5,5v13a5,5 0 0 1 -5,5h-25.0625a5,5 0 0 1 -5,-5v-13a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block2_out" class="node graph-node" style="opacity: 1;" transform="translate(286.8775634765625,11801)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv4_block2_out</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block3_1_conv" class="node graph-node" style="opacity: 1;" transform="translate(304.08935546875,11887)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h108.40625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-118.40625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv4_block3_1_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h118.40625a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-108.40625a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block3_1_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1,1,1024,256]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈1×1×1024×256〉</tspan></text><text id="initializer-conv4_block3_1_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 256</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="118.40625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h108.40625a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-108.40625a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block3_1_bn" class="node graph-node" style="opacity: 1;" transform="translate(305.42529296875,12034)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv4_block3_1_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block3_1_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block3_1_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block3_1_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block3_1_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block3_1_relu" class="node graph-node" style="opacity: 1;" transform="translate(324.96435546875,12195)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv4_block3_1_relu</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block3_2_conv" class="node graph-node" style="opacity: 1;" transform="translate(306.51123046875,12281)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h103.5625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-113.5625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv4_block3_2_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h113.5625a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block3_2_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[3,3,256,256]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈3×3×256×256〉</tspan></text><text id="initializer-conv4_block3_2_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 256</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 3, 3</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>padding</tspan><tspan> = same</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="113.5625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h103.5625a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block3_2_bn" class="node graph-node" style="opacity: 1;" transform="translate(305.42529296875,12442)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv4_block3_2_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block3_2_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block3_2_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block3_2_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block3_2_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block3_2_relu" class="node graph-node" style="opacity: 1;" transform="translate(324.96435546875,12603)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv4_block3_2_relu</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block3_3_conv" class="node graph-node" style="opacity: 1;" transform="translate(304.08935546875,12689)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h108.40625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-118.40625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv4_block3_3_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h118.40625a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-108.40625a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block3_3_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1,1,256,1024]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈1×1×256×1024〉</tspan></text><text id="initializer-conv4_block3_3_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈1024〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 1024</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="118.40625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h108.40625a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-108.40625a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block3_3_bn" class="node graph-node" style="opacity: 1;" transform="translate(303.00341796875,12836)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h110.578125a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-120.578125a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv4_block3_3_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h120.578125a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-110.578125a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block3_3_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈1024〉</tspan></text><text id="initializer-conv4_block3_3_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈1024〉</tspan></text><text id="initializer-conv4_block3_3_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈1024〉</tspan></text><text id="initializer-conv4_block3_3_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈1024〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="120.578125" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h110.578125a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-110.578125a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block3_add" class="node graph-node" style="opacity: 1;" transform="translate(307.6744384765625,12997)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h25.0625a5,5 0 0 1 5,5v13a5,5 0 0 1 -5,5h-25.0625a5,5 0 0 1 -5,-5v-13a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Add</text><title>conv4_block3_add</title></g><path class="node border" d="M5,0h25.0625a5,5 0 0 1 5,5v13a5,5 0 0 1 -5,5h-25.0625a5,5 0 0 1 -5,-5v-13a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block3_out" class="node graph-node" style="opacity: 1;" transform="translate(286.8775634765625,13040)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv4_block3_out</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block4_1_conv" class="node graph-node" style="opacity: 1;" transform="translate(304.08935546875,13126)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h108.40625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-118.40625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv4_block4_1_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h118.40625a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-108.40625a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block4_1_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1,1,1024,256]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈1×1×1024×256〉</tspan></text><text id="initializer-conv4_block4_1_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 256</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="118.40625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h108.40625a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-108.40625a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block4_1_bn" class="node graph-node" style="opacity: 1;" transform="translate(305.42529296875,13273)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv4_block4_1_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block4_1_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block4_1_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block4_1_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block4_1_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block4_1_relu" class="node graph-node" style="opacity: 1;" transform="translate(324.96435546875,13434)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv4_block4_1_relu</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block4_2_conv" class="node graph-node" style="opacity: 1;" transform="translate(306.51123046875,13520)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h103.5625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-113.5625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv4_block4_2_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h113.5625a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block4_2_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[3,3,256,256]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈3×3×256×256〉</tspan></text><text id="initializer-conv4_block4_2_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 256</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 3, 3</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>padding</tspan><tspan> = same</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="113.5625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h103.5625a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block4_2_bn" class="node graph-node" style="opacity: 1;" transform="translate(305.42529296875,13681)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv4_block4_2_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block4_2_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block4_2_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block4_2_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block4_2_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block4_2_relu" class="node graph-node" style="opacity: 1;" transform="translate(324.96435546875,13842)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv4_block4_2_relu</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block4_3_conv" class="node graph-node" style="opacity: 1;" transform="translate(304.08935546875,13928)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h108.40625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-118.40625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv4_block4_3_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h118.40625a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-108.40625a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block4_3_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1,1,256,1024]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈1×1×256×1024〉</tspan></text><text id="initializer-conv4_block4_3_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈1024〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 1024</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="118.40625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h108.40625a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-108.40625a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block4_3_bn" class="node graph-node" style="opacity: 1;" transform="translate(303.00341796875,14075)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h110.578125a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-120.578125a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv4_block4_3_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h120.578125a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-110.578125a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block4_3_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈1024〉</tspan></text><text id="initializer-conv4_block4_3_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈1024〉</tspan></text><text id="initializer-conv4_block4_3_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈1024〉</tspan></text><text id="initializer-conv4_block4_3_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈1024〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="120.578125" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h110.578125a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-110.578125a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block4_add" class="node graph-node" style="opacity: 1;" transform="translate(307.6744384765625,14236)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h25.0625a5,5 0 0 1 5,5v13a5,5 0 0 1 -5,5h-25.0625a5,5 0 0 1 -5,-5v-13a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Add</text><title>conv4_block4_add</title></g><path class="node border" d="M5,0h25.0625a5,5 0 0 1 5,5v13a5,5 0 0 1 -5,5h-25.0625a5,5 0 0 1 -5,-5v-13a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block4_out" class="node graph-node" style="opacity: 1;" transform="translate(286.8775634765625,14279)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv4_block4_out</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block5_1_conv" class="node graph-node" style="opacity: 1;" transform="translate(304.08935546875,14365)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h108.40625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-118.40625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv4_block5_1_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h118.40625a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-108.40625a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block5_1_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1,1,1024,256]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈1×1×1024×256〉</tspan></text><text id="initializer-conv4_block5_1_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 256</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="118.40625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h108.40625a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-108.40625a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block5_1_bn" class="node graph-node" style="opacity: 1;" transform="translate(305.42529296875,14512)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv4_block5_1_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block5_1_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block5_1_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block5_1_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block5_1_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block5_1_relu" class="node graph-node" style="opacity: 1;" transform="translate(324.96435546875,14673)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv4_block5_1_relu</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block5_2_conv" class="node graph-node" style="opacity: 1;" transform="translate(306.51123046875,14759)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h103.5625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-113.5625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv4_block5_2_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h113.5625a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block5_2_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[3,3,256,256]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈3×3×256×256〉</tspan></text><text id="initializer-conv4_block5_2_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 256</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 3, 3</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>padding</tspan><tspan> = same</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="113.5625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h103.5625a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block5_2_bn" class="node graph-node" style="opacity: 1;" transform="translate(305.42529296875,14920)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv4_block5_2_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block5_2_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block5_2_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block5_2_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block5_2_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block5_2_relu" class="node graph-node" style="opacity: 1;" transform="translate(324.96435546875,15081)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv4_block5_2_relu</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block5_3_conv" class="node graph-node" style="opacity: 1;" transform="translate(304.08935546875,15167)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h108.40625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-118.40625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv4_block5_3_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h118.40625a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-108.40625a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block5_3_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1,1,256,1024]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈1×1×256×1024〉</tspan></text><text id="initializer-conv4_block5_3_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈1024〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 1024</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="118.40625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h108.40625a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-108.40625a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block5_3_bn" class="node graph-node" style="opacity: 1;" transform="translate(303.00341796875,15314)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h110.578125a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-120.578125a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv4_block5_3_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h120.578125a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-110.578125a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block5_3_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈1024〉</tspan></text><text id="initializer-conv4_block5_3_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈1024〉</tspan></text><text id="initializer-conv4_block5_3_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈1024〉</tspan></text><text id="initializer-conv4_block5_3_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈1024〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="120.578125" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h110.578125a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-110.578125a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block5_add" class="node graph-node" style="opacity: 1;" transform="translate(307.6744384765625,15475)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h25.0625a5,5 0 0 1 5,5v13a5,5 0 0 1 -5,5h-25.0625a5,5 0 0 1 -5,-5v-13a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Add</text><title>conv4_block5_add</title></g><path class="node border" d="M5,0h25.0625a5,5 0 0 1 5,5v13a5,5 0 0 1 -5,5h-25.0625a5,5 0 0 1 -5,-5v-13a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block5_out" class="node graph-node" style="opacity: 1;" transform="translate(286.8775634765625,15518)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv4_block5_out</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block6_1_conv" class="node graph-node" style="opacity: 1;" transform="translate(304.08935546875,15604)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h108.40625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-118.40625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv4_block6_1_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h118.40625a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-108.40625a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block6_1_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1,1,1024,256]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈1×1×1024×256〉</tspan></text><text id="initializer-conv4_block6_1_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 256</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="118.40625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h108.40625a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-108.40625a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block6_1_bn" class="node graph-node" style="opacity: 1;" transform="translate(305.42529296875,15751)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv4_block6_1_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block6_1_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block6_1_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block6_1_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block6_1_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block6_1_relu" class="node graph-node" style="opacity: 1;" transform="translate(324.96435546875,15912)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv4_block6_1_relu</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block6_2_conv" class="node graph-node" style="opacity: 1;" transform="translate(306.51123046875,15998)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h103.5625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-113.5625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv4_block6_2_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h113.5625a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block6_2_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[3,3,256,256]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈3×3×256×256〉</tspan></text><text id="initializer-conv4_block6_2_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 256</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 3, 3</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>padding</tspan><tspan> = same</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="113.5625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h103.5625a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block6_2_bn" class="node graph-node" style="opacity: 1;" transform="translate(305.42529296875,16159)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv4_block6_2_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block6_2_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block6_2_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block6_2_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈256〉</tspan></text><text id="initializer-conv4_block6_2_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block6_2_relu" class="node graph-node" style="opacity: 1;" transform="translate(324.96435546875,16320)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv4_block6_2_relu</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block6_3_conv" class="node graph-node" style="opacity: 1;" transform="translate(304.08935546875,16406)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h108.40625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-118.40625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv4_block6_3_conv</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h118.40625a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-108.40625a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block6_3_conv/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1,1,256,1024]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈1×1×256×1024〉</tspan></text><text id="initializer-conv4_block6_3_conv/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈1024〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 1024</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="118.40625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h108.40625a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-108.40625a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block6_3_bn" class="node graph-node" style="opacity: 1;" transform="translate(303.00341796875,16553)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h110.578125a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-120.578125a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>conv4_block6_3_bn</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h120.578125a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-110.578125a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv4_block6_3_bn/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈1024〉</tspan></text><text id="initializer-conv4_block6_3_bn/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈1024〉</tspan></text><text id="initializer-conv4_block6_3_bn/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈1024〉</tspan></text><text id="initializer-conv4_block6_3_bn/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1024]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈1024〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>epsilon</tspan><tspan> = 0.00001001</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="120.578125" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h110.578125a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-110.578125a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block6_add" class="node graph-node" style="opacity: 1;" transform="translate(307.6744384765625,16714)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h25.0625a5,5 0 0 1 5,5v13a5,5 0 0 1 -5,5h-25.0625a5,5 0 0 1 -5,-5v-13a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Add</text><title>conv4_block6_add</title></g><path class="node border" d="M5,0h25.0625a5,5 0 0 1 5,5v13a5,5 0 0 1 -5,5h-25.0625a5,5 0 0 1 -5,-5v-13a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv4_block6_out" class="node graph-node" style="opacity: 1;" transform="translate(286.8775634765625,16757)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>conv4_block6_out</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2d_transpose_4" class="node graph-node" style="opacity: 1;" transform="translate(266.0025634765625,16843)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h108.40625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-118.40625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2DTranspose</text><title>conv2d_transpose_4</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h118.40625a0,0 0 0 1 0,0v169a5,5 0 0 1 -5,5h-108.40625a5,5 0 0 1 -5,-5v-169a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2d_transpose_4/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[2,2,512,1024]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈2×2×512×1024〉</tspan></text><text id="initializer-conv2d_transpose_4/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈512〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = linear</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>bias_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 512</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="126" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 2, 2</tspan></text><text xml:space="preserve" x="6" y="140" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>output_padding</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="154" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>padding</tspan><tspan> = same</tspan></text><text xml:space="preserve" x="6" y="168" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 2, 2</tspan></text><line class="node" x1="0" x2="118.40625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h108.40625a5,5 0 0 1 5,5v187a5,5 0 0 1 -5,5h-108.40625a5,5 0 0 1 -5,-5v-187a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-concatenate_4" class="node graph-node" style="opacity: 1;" transform="translate(247.4671630859375,17060)"><g class="node-item node-item-type node-item-type-tensor" transform="translate(0,0)"><path d="M5,0h65.18798828125a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-75.18798828125a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(89, 66, 59); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Concatenate</text><title>concatenate_4</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h75.18798828125a0,0 0 0 1 0,0v15a5,5 0 0 1 -5,5h-65.18798828125a5,5 0 0 1 -5,-5v-15a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = -1</tspan></text><line class="node" x1="0" x2="75.18798828125" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h65.18798828125a5,5 0 0 1 5,5v33a5,5 0 0 1 -5,5h-65.18798828125a5,5 0 0 1 -5,-5v-33a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2d_9" class="node graph-node" style="opacity: 1;" transform="translate(225.8580322265625,17123)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h108.40625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-118.40625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv2d_9</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h118.40625a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-108.40625a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2d_9/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[3,3,1024,512]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈3×3×1024×512〉</tspan></text><text id="initializer-conv2d_9/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈512〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 512</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 3, 3</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>padding</tspan><tspan> = same</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="118.40625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h108.40625a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-108.40625a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-batch_normalization_8" class="node graph-node" style="opacity: 1;" transform="translate(227.1939697265625,17284)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>batch_normalization_8</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-batch_normalization_8/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈512〉</tspan></text><text id="initializer-batch_normalization_8/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈512〉</tspan></text><text id="initializer-batch_normalization_8/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈512〉</tspan></text><text id="initializer-batch_normalization_8/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈512〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-activation_8" class="node graph-node" style="opacity: 1;" transform="translate(246.7330322265625,17431)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>activation_8</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2d_10" class="node graph-node" style="opacity: 1;" transform="translate(228.2799072265625,17517)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h103.5625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-113.5625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv2d_10</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h113.5625a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2d_10/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[3,3,512,512]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈3×3×512×512〉</tspan></text><text id="initializer-conv2d_10/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈512〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 512</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 3, 3</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>padding</tspan><tspan> = same</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="113.5625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h103.5625a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-batch_normalization_9" class="node graph-node" style="opacity: 1;" transform="translate(227.1939697265625,17678)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>batch_normalization_9</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-batch_normalization_9/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈512〉</tspan></text><text id="initializer-batch_normalization_9/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈512〉</tspan></text><text id="initializer-batch_normalization_9/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈512〉</tspan></text><text id="initializer-batch_normalization_9/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[512]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈512〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-activation_9" class="node graph-node" style="opacity: 1;" transform="translate(246.7330322265625,17825)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>activation_9</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2d_transpose_5" class="node graph-node" style="opacity: 1;" transform="translate(228.2799072265625,17911)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h103.5625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-113.5625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2DTranspose</text><title>conv2d_transpose_5</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h113.5625a0,0 0 0 1 0,0v169a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-169a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2d_transpose_5/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[2,2,256,512]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈2×2×256×512〉</tspan></text><text id="initializer-conv2d_transpose_5/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = linear</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>bias_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 256</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="126" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 2, 2</tspan></text><text xml:space="preserve" x="6" y="140" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>output_padding</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="154" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>padding</tspan><tspan> = same</tspan></text><text xml:space="preserve" x="6" y="168" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 2, 2</tspan></text><line class="node" x1="0" x2="113.5625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h103.5625a5,5 0 0 1 5,5v187a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-187a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-concatenate_5" class="node graph-node" style="opacity: 1;" transform="translate(207.8656005859375,18128)"><g class="node-item node-item-type node-item-type-tensor" transform="translate(0,0)"><path d="M5,0h65.18798828125a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-75.18798828125a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(89, 66, 59); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Concatenate</text><title>concatenate_5</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h75.18798828125a0,0 0 0 1 0,0v15a5,5 0 0 1 -5,5h-65.18798828125a5,5 0 0 1 -5,-5v-15a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = -1</tspan></text><line class="node" x1="0" x2="75.18798828125" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h65.18798828125a5,5 0 0 1 5,5v33a5,5 0 0 1 -5,5h-65.18798828125a5,5 0 0 1 -5,-5v-33a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2d_11" class="node graph-node" style="opacity: 1;" transform="translate(188.6783447265625,18191)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h103.5625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-113.5625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv2d_11</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h113.5625a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2d_11/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[3,3,512,256]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈3×3×512×256〉</tspan></text><text id="initializer-conv2d_11/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 256</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 3, 3</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>padding</tspan><tspan> = same</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="113.5625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h103.5625a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-batch_normalization_10" class="node graph-node" style="opacity: 1;" transform="translate(187.5924072265625,18352)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>batch_normalization_10</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-batch_normalization_10/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈256〉</tspan></text><text id="initializer-batch_normalization_10/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈256〉</tspan></text><text id="initializer-batch_normalization_10/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈256〉</tspan></text><text id="initializer-batch_normalization_10/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-activation_10" class="node graph-node" style="opacity: 1;" transform="translate(207.1314697265625,18499)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>activation_10</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2d_12" class="node graph-node" style="opacity: 1;" transform="translate(188.6783447265625,18585)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h103.5625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-113.5625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv2d_12</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h113.5625a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2d_12/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[3,3,256,256]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈3×3×256×256〉</tspan></text><text id="initializer-conv2d_12/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 256</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 3, 3</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>padding</tspan><tspan> = same</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="113.5625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h103.5625a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-batch_normalization_11" class="node graph-node" style="opacity: 1;" transform="translate(187.5924072265625,18746)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>batch_normalization_11</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-batch_normalization_11/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈256〉</tspan></text><text id="initializer-batch_normalization_11/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈256〉</tspan></text><text id="initializer-batch_normalization_11/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈256〉</tspan></text><text id="initializer-batch_normalization_11/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[256]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈256〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-activation_11" class="node graph-node" style="opacity: 1;" transform="translate(207.1314697265625,18893)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>activation_11</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2d_transpose_6" class="node graph-node" style="opacity: 1;" transform="translate(188.6783447265625,18979)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h103.5625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-113.5625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2DTranspose</text><title>conv2d_transpose_6</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h113.5625a0,0 0 0 1 0,0v169a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-169a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2d_transpose_6/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[2,2,128,256]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈2×2×128×256〉</tspan></text><text id="initializer-conv2d_transpose_6/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈128〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = linear</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>bias_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 128</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="126" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 2, 2</tspan></text><text xml:space="preserve" x="6" y="140" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>output_padding</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="154" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>padding</tspan><tspan> = same</tspan></text><text xml:space="preserve" x="6" y="168" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 2, 2</tspan></text><line class="node" x1="0" x2="113.5625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h103.5625a5,5 0 0 1 5,5v187a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-187a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-concatenate_6" class="node graph-node" style="opacity: 1;" transform="translate(166.874267578125,19196)"><g class="node-item node-item-type node-item-type-tensor" transform="translate(0,0)"><path d="M5,0h65.18798828125a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-75.18798828125a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(89, 66, 59); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Concatenate</text><title>concatenate_6</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h75.18798828125a0,0 0 0 1 0,0v15a5,5 0 0 1 -5,5h-65.18798828125a5,5 0 0 1 -5,-5v-15a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = -1</tspan></text><line class="node" x1="0" x2="75.18798828125" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h65.18798828125a5,5 0 0 1 5,5v33a5,5 0 0 1 -5,5h-65.18798828125a5,5 0 0 1 -5,-5v-33a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2d_13" class="node graph-node" style="opacity: 1;" transform="translate(147.68701171875,19259)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h103.5625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-113.5625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv2d_13</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h113.5625a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2d_13/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[3,3,192,128]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈3×3×192×128〉</tspan></text><text id="initializer-conv2d_13/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈128〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 128</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 3, 3</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>padding</tspan><tspan> = same</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="113.5625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h103.5625a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-batch_normalization_12" class="node graph-node" style="opacity: 1;" transform="translate(146.60107421875,19420)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>batch_normalization_12</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-batch_normalization_12/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈128〉</tspan></text><text id="initializer-batch_normalization_12/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈128〉</tspan></text><text id="initializer-batch_normalization_12/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈128〉</tspan></text><text id="initializer-batch_normalization_12/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈128〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-activation_12" class="node graph-node" style="opacity: 1;" transform="translate(166.14013671875,19567)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>activation_12</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2d_14" class="node graph-node" style="opacity: 1;" transform="translate(147.68701171875,19653)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h103.5625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-113.5625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv2d_14</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h113.5625a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2d_14/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[3,3,128,128]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈3×3×128×128〉</tspan></text><text id="initializer-conv2d_14/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈128〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 128</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 3, 3</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>padding</tspan><tspan> = same</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="113.5625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h103.5625a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-103.5625a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-batch_normalization_13" class="node graph-node" style="opacity: 1;" transform="translate(146.60107421875,19814)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h105.734375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-115.734375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>batch_normalization_13</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h115.734375a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-batch_normalization_13/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈128〉</tspan></text><text id="initializer-batch_normalization_13/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈128〉</tspan></text><text id="initializer-batch_normalization_13/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈128〉</tspan></text><text id="initializer-batch_normalization_13/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[128]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈128〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="115.734375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h105.734375a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-105.734375a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-activation_13" class="node graph-node" style="opacity: 1;" transform="translate(166.14013671875,19961)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>activation_13</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2d_transpose_7" class="node graph-node" style="opacity: 1;" transform="translate(150.11669921875,20047)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h98.703125a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-108.703125a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2DTranspose</text><title>conv2d_transpose_7</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h108.703125a0,0 0 0 1 0,0v169a5,5 0 0 1 -5,5h-98.703125a5,5 0 0 1 -5,-5v-169a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2d_transpose_7/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[2,2,64,128]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈2×2×64×128〉</tspan></text><text id="initializer-conv2d_transpose_7/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈64〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = linear</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>bias_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 64</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="126" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 2, 2</tspan></text><text xml:space="preserve" x="6" y="140" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>output_padding</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="154" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>padding</tspan><tspan> = same</tspan></text><text xml:space="preserve" x="6" y="168" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 2, 2</tspan></text><line class="node" x1="0" x2="108.703125" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h98.703125a5,5 0 0 1 5,5v187a5,5 0 0 1 -5,5h-98.703125a5,5 0 0 1 -5,-5v-187a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-concatenate_7" class="node graph-node" style="opacity: 1;" transform="translate(125.499267578125,20264)"><g class="node-item node-item-type node-item-type-tensor" transform="translate(0,0)"><path d="M5,0h65.18798828125a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-75.18798828125a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(89, 66, 59); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Concatenate</text><title>concatenate_7</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h75.18798828125a0,0 0 0 1 0,0v15a5,5 0 0 1 -5,5h-65.18798828125a5,5 0 0 1 -5,-5v-15a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = -1</tspan></text><line class="node" x1="0" x2="75.18798828125" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h65.18798828125a5,5 0 0 1 5,5v33a5,5 0 0 1 -5,5h-65.18798828125a5,5 0 0 1 -5,-5v-33a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2d_15" class="node graph-node" style="opacity: 1;" transform="translate(111.16357421875,20327)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h93.859375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-103.859375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv2d_15</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h103.859375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-93.859375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2d_15/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[3,3,67,64]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈3×3×67×64〉</tspan></text><text id="initializer-conv2d_15/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈64〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 64</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 3, 3</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>padding</tspan><tspan> = same</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="103.859375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h93.859375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-93.859375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-batch_normalization_14" class="node graph-node" style="opacity: 1;" transform="translate(107.65575790405273,20488)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h100.875a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-110.875a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>batch_normalization_14</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h110.875a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-100.875a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-batch_normalization_14/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈64〉</tspan></text><text id="initializer-batch_normalization_14/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈64〉</tspan></text><text id="initializer-batch_normalization_14/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈64〉</tspan></text><text id="initializer-batch_normalization_14/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈64〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="110.875" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h100.875a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-100.875a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-activation_14" class="node graph-node" style="opacity: 1;" transform="translate(124.76513671875,20635)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>activation_14</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2d_16" class="node graph-node" style="opacity: 1;" transform="translate(111.16357421875,20721)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h93.859375a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-103.859375a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv2d_16</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h103.859375a0,0 0 0 1 0,0v113a5,5 0 0 1 -5,5h-93.859375a5,5 0 0 1 -5,-5v-113a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2d_16/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[3,3,64,64]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈3×3×64×64〉</tspan></text><text id="initializer-conv2d_16/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈64〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 64</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 3, 3</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>padding</tspan><tspan> = same</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="103.859375" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h93.859375a5,5 0 0 1 5,5v131a5,5 0 0 1 -5,5h-93.859375a5,5 0 0 1 -5,-5v-131a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-batch_normalization_15" class="node graph-node" style="opacity: 1;" transform="translate(107.65575790405273,20882)"><g class="node-item node-item-type node-item-type-normalization" transform="translate(0,0)"><path d="M5,0h100.875a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-110.875a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 68); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">BatchNormalization</text><title>batch_normalization_15</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h110.875a0,0 0 0 1 0,0v99a5,5 0 0 1 -5,5h-100.875a5,5 0 0 1 -5,-5v-99a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-batch_normalization_15/gamma:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">gamma</tspan><tspan>〈64〉</tspan></text><text id="initializer-batch_normalization_15/beta:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">beta</tspan><tspan>〈64〉</tspan></text><text id="initializer-batch_normalization_15/moving_mean:0" xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">moving_mean</tspan><tspan>〈64〉</tspan></text><text id="initializer-batch_normalization_15/moving_variance:0" xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[64]</title><tspan style="font-weight: bold;">moving_variance</tspan><tspan>〈64〉</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>axis</tspan><tspan> = 3</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>beta_constraint</tspan><tspan> = </tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>gamma_constraint</tspan><tspan> = </tspan></text><line class="node" x1="0" x2="110.875" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><path class="node border" d="M5,0h100.875a5,5 0 0 1 5,5v117a5,5 0 0 1 -5,5h-100.875a5,5 0 0 1 -5,-5v-117a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-activation_15" class="node graph-node" style="opacity: 1;" transform="translate(124.76513671875,21029)"><g class="node-item node-item-type" transform="translate(0,0)"><path d="M5,0h66.65625a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(0, 0, 0); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Activation</text><title>activation_15</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v20a0,0 0 0 1 0,0h-76.65625a0,0 0 0 1 0,0v-20a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = relu</tspan></text><line class="node" x1="0" x2="76.65625" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,43)"><path d="M0,0h76.65625a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">ReLU</text></g><line class="node" x1="0" x2="76.65625" y1="43" y2="43" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/><path class="node border" d="M5,0h66.65625a5,5 0 0 1 5,5v56a5,5 0 0 1 -5,5h-66.65625a5,5 0 0 1 -5,-5v-56a5,5 0 0 1 5,-5z" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g id="node-name-conv2d_17" class="node graph-node" style="opacity: 1;" transform="translate(113.59326171875,21115)"><g class="node-item node-item-type node-item-type-layer" transform="translate(0,0)"><path d="M5,0h89a5,5 0 0 1 5,5v18a0,0 0 0 1 0,0h-99a0,0 0 0 1 0,0v-18a5,5 0 0 1 5,-5z" style="stroke: rgb(0, 0, 0); fill: rgb(51, 85, 136); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">Conv2D</text><title>conv2d_17</title></g><g class="node-attribute" transform="translate(0,23)"><path d="M0,0h99a0,0 0 0 1 0,0v132a0,0 0 0 1 0,0h-99a0,0 0 0 1 0,0v-132a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(255, 255, 255); stroke-width: 0;"/><text id="initializer-conv2d_17/kernel:0" xml:space="preserve" x="6" y="14" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1,1,64,1]</title><tspan style="font-weight: bold;">kernel</tspan><tspan>〈1×1×64×1〉</tspan></text><text id="initializer-conv2d_17/bias:0" xml:space="preserve" x="6" y="28" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><title>float32[1]</title><tspan style="font-weight: bold;">bias</tspan><tspan>〈1〉</tspan></text><text xml:space="preserve" x="6" y="42" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>activation</tspan><tspan> = tanh</tspan></text><text xml:space="preserve" x="6" y="56" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>dilation_rate</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="70" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>filters</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="84" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>groups</tspan><tspan> = 1</tspan></text><text xml:space="preserve" x="6" y="98" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>kernel_size</tspan><tspan> = 1, 1</tspan></text><text xml:space="preserve" x="6" y="112" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>padding</tspan><tspan> = same</tspan></text><text xml:space="preserve" x="6" y="126" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 9px; font-weight: normal; text-rendering: geometricprecision;"><tspan>strides</tspan><tspan> = 1, 1</tspan></text><line class="node" x1="0" x2="99" y1="0" y2="0" style="stroke: rgb(51, 51, 51); fill: none; stroke-width: 1px;"/></g><g class="node-item node-item-type node-item-type-activation" transform="translate(0,155)"><path d="M0,0h99a0,0 0 0 1 0,0v18a5,5 0 0 1 -5,5h-89a5,5 0 0 1 -5,-5v-18a0,0 0 0 1 0,0z" style="stroke: rgb(0, 0, 0); fill: rgb(112, 41, 33); stroke-width: 0;"/><text x="6" y="16" style="font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe WPC&quot;, &quot;Segoe UI&quot;, Ubuntu, &quot;Droid Sans&quot;, sans-serif, &quot;PingFang SC&quot;; font-size: 11px; text-rendering: geometricprecision; fill: rgb(255, 255, 255);">TanH</text></g><line class="node" x1="0" x2="99" y1="155" y2="155" style="stroke: rgb(51, 51, 51); fill: 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This is an interesting model @badrGADI. I would love to see the final model!!!!