node { name: "image_tensor" op: "Placeholder" attr { key: "dtype" value { type: DT_UINT8 } } attr { key: "shape" value { shape { dim { size: -1 } dim { size: -1 } dim { size: -1 } dim { size: 3 } } } } } node { name: "Preprocessor/mul" op: "Mul" input: "image_tensor" input: "Preprocessor/mul/x" } node { name: "Preprocessor/sub" op: "Sub" input: "Preprocessor/mul" input: "Preprocessor/sub/y" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Conv2d_1a_7x7/separable_conv2d/depthwise" op: "DepthwiseConv2dNative" input: "Preprocessor/sub" input: "FirstStageFeatureExtractor/InceptionV2/Conv2d_1a_7x7/depthwise_weights/read/_58__cf__64" input: "^FirstStageFeatureExtractor/Assert/Assert" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 2 i: 2 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Conv2d_1a_7x7/separable_conv2d" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Conv2d_1a_7x7/separable_conv2d/depthwise" input: "FirstStageFeatureExtractor/InceptionV2/Conv2d_1a_7x7/pointwise_weights/read/_57__cf__63" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "VALID" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Conv2d_1a_7x7/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Conv2d_1a_7x7/separable_conv2d" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Conv2d_1a_7x7/separable_conv2d_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Conv2d_1a_7x7/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Conv2d_1a_7x7/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/MaxPool_2a_3x3/MaxPool" op: "MaxPool" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Conv2d_1a_7x7/Relu" attr { key: "data_format" value { s: "NHWC" } } attr { key: "ksize" value { list { i: 1 i: 3 i: 3 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 2 i: 2 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Conv2d_2b_1x1/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/MaxPool_2a_3x3/MaxPool" input: "FirstStageFeatureExtractor/InceptionV2/Conv2d_2b_1x1/weights/read/_52__cf__58" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Conv2d_2b_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Conv2d_2b_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Conv2d_2b_1x1/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Conv2d_2b_1x1/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Conv2d_2b_1x1/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Conv2d_2c_3x3/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Conv2d_2b_1x1/Relu" input: "FirstStageFeatureExtractor/InceptionV2/Conv2d_2c_3x3/weights/read/_47__cf__53" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Conv2d_2c_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Conv2d_2c_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Conv2d_2c_3x3/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Conv2d_2c_3x3/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Conv2d_2c_3x3/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/MaxPool_3a_3x3/MaxPool" op: "MaxPool" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Conv2d_2c_3x3/Relu" attr { key: "data_format" value { s: "NHWC" } } attr { key: "ksize" value { list { i: 1 i: 3 i: 3 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 2 i: 2 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_3/AvgPool_0a_3x3/AvgPool" op: "AvgPool" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/MaxPool_3a_3x3/MaxPool" attr { key: "data_format" value { s: "NHWC" } } attr { key: "ksize" value { list { i: 1 i: 3 i: 3 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_3/Conv2d_0b_1x1/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_3/AvgPool_0a_3x3/AvgPool" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_3/Conv2d_0b_1x1/weights/read/_42__cf__48" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_3/Conv2d_0b_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_3/Conv2d_0b_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_3/Conv2d_0b_1x1/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_3/Conv2d_0b_1x1/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_3/Conv2d_0b_1x1/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/MaxPool_3a_3x3/MaxPool" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_2/Conv2d_0a_1x1/weights/read/_73__cf__79" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0a_1x1/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0a_1x1/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0b_3x3/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0a_1x1/Relu" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_2/Conv2d_0b_3x3/weights/read/_68__cf__74" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0b_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0b_3x3/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0b_3x3/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0c_3x3/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0b_3x3/Relu" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_2/Conv2d_0c_3x3/weights/read/_63__cf__69" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0c_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0c_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0c_3x3/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0c_3x3/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0c_3x3/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/MaxPool_3a_3x3/MaxPool" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_1/Conv2d_0a_1x1/weights/read/_83__cf__89" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0a_1x1/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0a_1x1/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0b_3x3/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0a_1x1/Relu" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_1/Conv2d_0b_3x3/weights/read/_78__cf__84" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0b_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0b_3x3/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0b_3x3/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_0/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/MaxPool_3a_3x3/MaxPool" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_0/Conv2d_0a_1x1/weights/read/_88__cf__94" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_0/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_0/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_0/Conv2d_0a_1x1/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_0/Conv2d_0a_1x1/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_0/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/concat" op: "ConcatV2" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_0/Conv2d_0a_1x1/Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0b_3x3/Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0c_3x3/Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_3/Conv2d_0b_1x1/Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/concat/axis" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_3/AvgPool_0a_3x3/AvgPool" op: "AvgPool" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/concat" attr { key: "data_format" value { s: "NHWC" } } attr { key: "ksize" value { list { i: 1 i: 3 i: 3 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_3/Conv2d_0b_1x1/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_3/AvgPool_0a_3x3/AvgPool" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_3/Conv2d_0b_1x1/weights/read/_37__cf__43" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_3/Conv2d_0b_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_3/Conv2d_0b_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_3/Conv2d_0b_1x1/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_3/Conv2d_0b_1x1/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_3/Conv2d_0b_1x1/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/concat" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_2/Conv2d_0a_1x1/weights/read/_103__cf__109" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0a_1x1/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0a_1x1/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0b_3x3/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0a_1x1/Relu" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_2/Conv2d_0b_3x3/weights/read/_98__cf__104" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0b_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0b_3x3/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0b_3x3/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0c_3x3/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0b_3x3/Relu" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_2/Conv2d_0c_3x3/weights/read/_93__cf__99" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0c_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0c_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0c_3x3/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0c_3x3/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0c_3x3/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/concat" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_1/Conv2d_0a_1x1/weights/read/_113__cf__119" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0a_1x1/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0a_1x1/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0b_3x3/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0a_1x1/Relu" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_1/Conv2d_0b_3x3/weights/read/_108__cf__114" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0b_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0b_3x3/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0b_3x3/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_0/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/concat" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_0/Conv2d_0a_1x1/weights/read/_118__cf__124" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_0/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_0/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_0/Conv2d_0a_1x1/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_0/Conv2d_0a_1x1/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_0/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/concat" op: "ConcatV2" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_0/Conv2d_0a_1x1/Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0b_3x3/Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0c_3x3/Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_3/Conv2d_0b_1x1/Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/concat/axis" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_2/MaxPool_1a_3x3/MaxPool" op: "MaxPool" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/concat" attr { key: "data_format" value { s: "NHWC" } } attr { key: "ksize" value { list { i: 1 i: 3 i: 3 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 2 i: 2 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/concat" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4a/Branch_1/Conv2d_0a_1x1/weights/read/_133__cf__139" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0a_1x1/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0a_1x1/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0b_3x3/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0a_1x1/Relu" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4a/Branch_1/Conv2d_0b_3x3/weights/read/_128__cf__134" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0b_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0b_3x3/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0b_3x3/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_1a_3x3/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0b_3x3/Relu" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4a/Branch_1/Conv2d_1a_3x3/weights/read/_123__cf__129" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 2 i: 2 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_1a_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_1a_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_1a_3x3/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_1a_3x3/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_1a_3x3/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/concat" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4a/Branch_0/Conv2d_0a_1x1/weights/read/_143__cf__149" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_0a_1x1/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_0a_1x1/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_1a_3x3/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_0a_1x1/Relu" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4a/Branch_0/Conv2d_1a_3x3/weights/read/_138__cf__144" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 2 i: 2 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_1a_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_1a_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_1a_3x3/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_1a_3x3/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_1a_3x3/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/concat" op: "ConcatV2" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_1a_3x3/Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_1a_3x3/Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_2/MaxPool_1a_3x3/MaxPool" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/concat/axis" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_3/AvgPool_0a_3x3/AvgPool" op: "AvgPool" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/concat" attr { key: "data_format" value { s: "NHWC" } } attr { key: "ksize" value { list { i: 1 i: 3 i: 3 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_3/Conv2d_0b_1x1/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_3/AvgPool_0a_3x3/AvgPool" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_3/Conv2d_0b_1x1/weights/read/_32__cf__38" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_3/Conv2d_0b_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_3/Conv2d_0b_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_3/Conv2d_0b_1x1/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_3/Conv2d_0b_1x1/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_3/Conv2d_0b_1x1/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/concat" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_2/Conv2d_0a_1x1/weights/read/_158__cf__164" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0a_1x1/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0a_1x1/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0b_3x3/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0a_1x1/Relu" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_2/Conv2d_0b_3x3/weights/read/_153__cf__159" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0b_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0b_3x3/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0b_3x3/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0c_3x3/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0b_3x3/Relu" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_2/Conv2d_0c_3x3/weights/read/_148__cf__154" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0c_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0c_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0c_3x3/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0c_3x3/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0c_3x3/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/concat" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_1/Conv2d_0a_1x1/weights/read/_168__cf__174" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0a_1x1/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0a_1x1/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0b_3x3/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0a_1x1/Relu" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_1/Conv2d_0b_3x3/weights/read/_163__cf__169" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0b_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0b_3x3/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0b_3x3/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_0/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/concat" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_0/Conv2d_0a_1x1/weights/read/_173__cf__179" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_0/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_0/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_0/Conv2d_0a_1x1/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_0/Conv2d_0a_1x1/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_0/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/concat" op: "ConcatV2" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_0/Conv2d_0a_1x1/Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0b_3x3/Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0c_3x3/Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_3/Conv2d_0b_1x1/Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/concat/axis" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_3/AvgPool_0a_3x3/AvgPool" op: "AvgPool" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/concat" attr { key: "data_format" value { s: "NHWC" } } attr { key: "ksize" value { list { i: 1 i: 3 i: 3 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_3/Conv2d_0b_1x1/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_3/AvgPool_0a_3x3/AvgPool" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_3/Conv2d_0b_1x1/weights/read/_27__cf__33" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_3/Conv2d_0b_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_3/Conv2d_0b_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_3/Conv2d_0b_1x1/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_3/Conv2d_0b_1x1/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_3/Conv2d_0b_1x1/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/concat" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_2/Conv2d_0a_1x1/weights/read/_188__cf__194" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0a_1x1/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0a_1x1/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0b_3x3/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0a_1x1/Relu" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_2/Conv2d_0b_3x3/weights/read/_183__cf__189" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0b_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0b_3x3/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0b_3x3/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0c_3x3/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0b_3x3/Relu" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_2/Conv2d_0c_3x3/weights/read/_178__cf__184" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0c_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0c_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0c_3x3/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0c_3x3/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0c_3x3/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/concat" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_1/Conv2d_0a_1x1/weights/read/_198__cf__204" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0a_1x1/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0a_1x1/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0b_3x3/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0a_1x1/Relu" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_1/Conv2d_0b_3x3/weights/read/_193__cf__199" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0b_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0b_3x3/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0b_3x3/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_0/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/concat" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_0/Conv2d_0a_1x1/weights/read/_203__cf__209" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_0/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_0/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_0/Conv2d_0a_1x1/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_0/Conv2d_0a_1x1/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_0/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/concat" op: "ConcatV2" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_0/Conv2d_0a_1x1/Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0b_3x3/Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0c_3x3/Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_3/Conv2d_0b_1x1/Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/concat/axis" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_3/AvgPool_0a_3x3/AvgPool" op: "AvgPool" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/concat" attr { key: "data_format" value { s: "NHWC" } } attr { key: "ksize" value { list { i: 1 i: 3 i: 3 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_3/Conv2d_0b_1x1/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_3/AvgPool_0a_3x3/AvgPool" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_3/Conv2d_0b_1x1/weights/read/_22__cf__28" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_3/Conv2d_0b_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_3/Conv2d_0b_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_3/Conv2d_0b_1x1/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_3/Conv2d_0b_1x1/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_3/Conv2d_0b_1x1/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/concat" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_2/Conv2d_0a_1x1/weights/read/_218__cf__224" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0a_1x1/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0a_1x1/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0b_3x3/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0a_1x1/Relu" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_2/Conv2d_0b_3x3/weights/read/_213__cf__219" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0b_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0b_3x3/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0b_3x3/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0c_3x3/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0b_3x3/Relu" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_2/Conv2d_0c_3x3/weights/read/_208__cf__214" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0c_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0c_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0c_3x3/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0c_3x3/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0c_3x3/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/concat" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_1/Conv2d_0a_1x1/weights/read/_228__cf__234" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0a_1x1/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0a_1x1/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0b_3x3/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0a_1x1/Relu" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_1/Conv2d_0b_3x3/weights/read/_223__cf__229" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0b_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0b_3x3/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0b_3x3/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_0/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/concat" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_0/Conv2d_0a_1x1/weights/read/_233__cf__239" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_0/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_0/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_0/Conv2d_0a_1x1/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_0/Conv2d_0a_1x1/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_0/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/concat" op: "ConcatV2" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_0/Conv2d_0a_1x1/Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0b_3x3/Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0c_3x3/Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_3/Conv2d_0b_1x1/Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/concat/axis" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_3/AvgPool_0a_3x3/AvgPool" op: "AvgPool" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/concat" attr { key: "data_format" value { s: "NHWC" } } attr { key: "ksize" value { list { i: 1 i: 3 i: 3 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_3/Conv2d_0b_1x1/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_3/AvgPool_0a_3x3/AvgPool" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_3/Conv2d_0b_1x1/weights/read/_17__cf__23" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_3/Conv2d_0b_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_3/Conv2d_0b_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_3/Conv2d_0b_1x1/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_3/Conv2d_0b_1x1/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_3/Conv2d_0b_1x1/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/concat" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_2/Conv2d_0a_1x1/weights/read/_248__cf__254" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0a_1x1/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0a_1x1/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0b_3x3/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0a_1x1/Relu" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_2/Conv2d_0b_3x3/weights/read/_243__cf__249" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0b_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0b_3x3/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0b_3x3/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0c_3x3/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0b_3x3/Relu" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_2/Conv2d_0c_3x3/weights/read/_238__cf__244" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0c_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0c_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0c_3x3/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0c_3x3/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0c_3x3/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/concat" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_1/Conv2d_0a_1x1/weights/read/_258__cf__264" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0a_1x1/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0a_1x1/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0b_3x3/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0a_1x1/Relu" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_1/Conv2d_0b_3x3/weights/read/_253__cf__259" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0b_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0b_3x3/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0b_3x3/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_0/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/concat" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_0/Conv2d_0a_1x1/weights/read/_263__cf__269" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_0/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_0/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_0/Conv2d_0a_1x1/Conv2D_bn_offset" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_0/Conv2d_0a_1x1/Relu" op: "Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_0/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/concat" op: "ConcatV2" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_0/Conv2d_0a_1x1/Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0b_3x3/Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0c_3x3/Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_3/Conv2d_0b_1x1/Relu" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/concat/axis" } node { name: "Conv/Conv2D" op: "Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/concat" input: "Conv/weights" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "Conv/BiasAdd" op: "BiasAdd" input: "Conv/Conv2D" input: "Conv/biases/read/_12__cf__18" attr { key: "data_format" value { s: "NHWC" } } } node { name: "Conv/Relu6" op: "Relu6" input: "Conv/BiasAdd" } node { name: "FirstStageBoxPredictor/ClassPredictor/Conv2D" op: "Conv2D" input: "Conv/Relu6" input: "FirstStageBoxPredictor/ClassPredictor/weights/read/_286__cf__292" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageBoxPredictor/ClassPredictor/BiasAdd" op: "BiasAdd" input: "FirstStageBoxPredictor/ClassPredictor/Conv2D" input: "FirstStageBoxPredictor/ClassPredictor/biases/read/_285__cf__291" attr { key: "data_format" value { s: "NHWC" } } } node { name: "FirstStageBoxPredictor/BoxEncodingPredictor/Conv2D" op: "Conv2D" input: "Conv/Relu6" input: "FirstStageBoxPredictor/BoxEncodingPredictor/weights/read/_265__cf__271" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "loc_pred_transposed" value { b: true } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "FirstStageBoxPredictor/BoxEncodingPredictor/BiasAdd" op: "BiasAdd" input: "FirstStageBoxPredictor/BoxEncodingPredictor/Conv2D" input: "FirstStageBoxPredictor/BoxEncodingPredictor/biases/read/_264__cf__270" attr { key: "data_format" value { s: "NHWC" } } } node { name: "FirstStageBoxPredictor/ClassPredictor/reshape_1/shape" op: "Const" attr { key: "value" value { tensor { dtype: DT_INT32 int_val: 0 int_val: -1 int_val: 2 tensor_shape { dim { size: 3 } } } } } } node { name: "FirstStageBoxPredictor/ClassPredictor/reshape_1" op: "Reshape" input: "FirstStageBoxPredictor/ClassPredictor/BiasAdd" input: "FirstStageBoxPredictor/ClassPredictor/reshape_1/shape" } node { name: "FirstStageBoxPredictor/ClassPredictor/softmax" op: "Softmax" input: "FirstStageBoxPredictor/ClassPredictor/reshape_1" attr { key: "axis" value { i: -1 } } } node { name: "FirstStageBoxPredictor/ClassPredictor/softmax/flatten" op: "Flatten" input: "FirstStageBoxPredictor/ClassPredictor/softmax" } node { name: "FirstStageBoxPredictor/BoxEncodingPredictor/flatten" op: "Flatten" input: "FirstStageBoxPredictor/BoxEncodingPredictor/BiasAdd" } node { name: "proposals" op: "PriorBox" input: "FirstStageBoxPredictor/BoxEncodingPredictor/BiasAdd" input: "image_tensor" attr { key: "clip" value { b: true } } attr { key: "flip" value { b: false } } attr { key: "height" value { tensor { dtype: DT_FLOAT float_val: 90.5096679919 float_val: 181.019335984 float_val: 362.038671968 float_val: 724.077343935 float_val: 64.0 float_val: 128.0 float_val: 256.0 float_val: 512.0 float_val: 45.2548339959 float_val: 90.5096679919 float_val: 181.019335984 float_val: 362.038671968 tensor_shape { dim { size: 12 } } } } } attr { key: "offset" value { f: 0.0 } } attr { key: "step" value { f: 16.0 } } attr { key: "variance" value { tensor { dtype: DT_FLOAT float_val: 0.1 float_val: 0.1 float_val: 0.2 float_val: 0.2 tensor_shape { dim { size: 4 } } } } } attr { key: "width" value { tensor { dtype: DT_FLOAT float_val: 45.2548339959 float_val: 90.5096679919 float_val: 181.019335984 float_val: 362.038671968 float_val: 64.0 float_val: 128.0 float_val: 256.0 float_val: 512.0 float_val: 90.5096679919 float_val: 181.019335984 float_val: 362.038671968 float_val: 724.077343935 tensor_shape { dim { size: 12 } } } } } } node { name: "detection_out" op: "DetectionOutput" input: "FirstStageBoxPredictor/BoxEncodingPredictor/flatten" input: "FirstStageBoxPredictor/ClassPredictor/softmax/flatten" input: "proposals" attr { key: "background_label_id" value { i: 0 } } attr { key: "clip" value { b: false } } attr { key: "code_type" value { s: "CENTER_SIZE" } } attr { key: "keep_top_k" value { i: 100 } } attr { key: "nms_threshold" value { f: 0.699999988079 } } attr { key: "num_classes" value { i: 2 } } attr { key: "share_location" value { b: true } } attr { key: "top_k" value { i: 6000 } } } node { name: "clip_by_value/lower" op: "Const" attr { key: "value" value { tensor { dtype: DT_FLOAT float_val: 0.0 tensor_shape { dim { size: 1 } } } } } } node { name: "clip_by_value/upper" op: "Const" attr { key: "value" value { tensor { dtype: DT_FLOAT float_val: 1.0 tensor_shape { dim { size: 1 } } } } } } node { name: "detection_out/clip_by_value" op: "ClipByValue" input: "detection_out" input: "clip_by_value/lower" input: "clip_by_value/upper" } node { name: "CropAndResize" op: "CropAndResize" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/concat" input: "detection_out/clip_by_value" input: "CropAndResize/crop_size" attr { key: "extrapolation_value" value { f: 0 } } attr { key: "method" value { s: "bilinear" } } } node { name: "MaxPool2D/MaxPool" op: "MaxPool" input: "CropAndResize" attr { key: "data_format" value { s: "NHWC" } } attr { key: "ksize" value { list { i: 1 i: 2 i: 2 i: 1 } } } attr { key: "padding" value { s: "VALID" } } attr { key: "strides" value { list { i: 1 i: 2 i: 2 i: 1 } } } } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_2/MaxPool_1a_3x3/MaxPool" op: "MaxPool" input: "MaxPool2D/MaxPool" attr { key: "data_format" value { s: "NHWC" } } attr { key: "ksize" value { list { i: 1 i: 3 i: 3 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 2 i: 2 i: 1 } } } } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "MaxPool2D/MaxPool" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/weights/read/_305__cf__311" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/Conv2D_bn_offset" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/Relu" op: "Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/weights/read/_300__cf__306" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/Conv2D_bn_offset" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/Relu" op: "Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/weights/read/_295__cf__301" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 2 i: 2 i: 1 } } } } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/Conv2D_bn_offset" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/Relu" op: "Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "MaxPool2D/MaxPool" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/weights/read/_315__cf__321" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/Conv2D_bn_offset" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/Relu" op: "Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/weights/read/_310__cf__316" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 2 i: 2 i: 1 } } } } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/Conv2D_bn_offset" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/Relu" op: "Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/concat" op: "ConcatV2" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_2/MaxPool_1a_3x3/MaxPool" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/concat/axis" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_3/AvgPool_0a_3x3/AvgPool" op: "AvgPool" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/concat" attr { key: "data_format" value { s: "NHWC" } } attr { key: "ksize" value { list { i: 1 i: 3 i: 3 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_3/AvgPool_0a_3x3/AvgPool" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/weights/read/_11__cf__17" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/Conv2D_bn_offset" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/Relu" op: "Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/concat" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/weights/read/_330__cf__336" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/Conv2D_bn_offset" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/Relu" op: "Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/weights/read/_325__cf__331" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/Conv2D_bn_offset" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/Relu" op: "Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/weights/read/_320__cf__326" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/Conv2D_bn_offset" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/Relu" op: "Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/concat" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/weights/read/_340__cf__346" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/Conv2D_bn_offset" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/Relu" op: "Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/weights/read/_335__cf__341" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/Conv2D_bn_offset" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/Relu" op: "Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/concat" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/weights/read/_345__cf__351" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/Conv2D_bn_offset" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/Relu" op: "Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/concat" op: "ConcatV2" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/concat/axis" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_3/MaxPool_0a_3x3/MaxPool" op: "MaxPool" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/concat" attr { key: "data_format" value { s: "NHWC" } } attr { key: "ksize" value { list { i: 1 i: 3 i: 3 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_3/MaxPool_0a_3x3/MaxPool" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/weights/read/_6__cf__12" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/Conv2D_bn_offset" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/Relu" op: "Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/concat" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/weights/read/_360__cf__366" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/Conv2D_bn_offset" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/Relu" op: "Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/weights/read/_355__cf__361" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/Conv2D_bn_offset" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/Relu" op: "Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/weights/read/_350__cf__356" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/Conv2D_bn_offset" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/Relu" op: "Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/concat" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/weights/read/_370__cf__376" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/Conv2D_bn_offset" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/Relu" op: "Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/weights/read/_365__cf__371" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/Conv2D_bn_offset" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/Relu" op: "Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/concat" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/weights/read/_375__cf__381" attr { key: "data_format" value { s: "NHWC" } } attr { key: "dilations" value { list { i: 1 i: 1 i: 1 i: 1 } } } attr { key: "padding" value { s: "SAME" } } attr { key: "strides" value { list { i: 1 i: 1 i: 1 i: 1 } } } } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "BiasAdd" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/Conv2D_bn_offset" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/Relu" op: "Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/concat" op: "ConcatV2" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/concat/axis" } node { name: "SecondStageBoxPredictor/AvgPool" op: "Mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/concat" input: "SecondStageBoxPredictor/AvgPool/reduction_indices" attr { key: "keep_dims" value { b: true } } } node { name: "SecondStageBoxPredictor/Flatten/flatten/Reshape" op: "Flatten" input: "SecondStageBoxPredictor/AvgPool" } node { name: "SecondStageBoxPredictor/ClassPredictor/MatMul" op: "MatMul" input: "SecondStageBoxPredictor/Flatten/flatten/Reshape" input: "SecondStageBoxPredictor/ClassPredictor/weights/read/_380__cf__386" attr { key: "transpose_a" value { b: false } } attr { key: "transpose_b" value { b: false } } } node { name: "SecondStageBoxPredictor/ClassPredictor/BiasAdd" op: "BiasAdd" input: "SecondStageBoxPredictor/ClassPredictor/MatMul" input: "SecondStageBoxPredictor/ClassPredictor/biases/read/_379__cf__385" attr { key: "data_format" value { s: "NHWC" } } } node { name: "SecondStageBoxPredictor/Reshape_1" op: "Reshape" input: "SecondStageBoxPredictor/ClassPredictor/BiasAdd" input: "SecondStageBoxPredictor/Reshape_1/shape" } node { name: "SecondStageBoxPredictor/BoxEncodingPredictor/MatMul" op: "MatMul" input: "SecondStageBoxPredictor/Flatten/flatten/Reshape" input: "SecondStageBoxPredictor/BoxEncodingPredictor/weights/read/_1__cf__7" attr { key: "loc_pred_transposed" value { b: true } } attr { key: "transpose_a" value { b: false } } attr { key: "transpose_b" value { b: false } } } node { name: "SecondStageBoxPredictor/BoxEncodingPredictor/BiasAdd" op: "BiasAdd" input: "SecondStageBoxPredictor/BoxEncodingPredictor/MatMul" input: "SecondStageBoxPredictor/BoxEncodingPredictor/biases/read/_0__cf__6" attr { key: "data_format" value { s: "NHWC" } } } node { name: "SecondStageBoxPredictor/Reshape" op: "Reshape" input: "SecondStageBoxPredictor/BoxEncodingPredictor/BiasAdd" input: "SecondStageBoxPredictor/Reshape/shape2" } node { name: "SecondStageBoxPredictor/Reshape_1/softmax" op: "Softmax" input: "SecondStageBoxPredictor/Reshape_1" attr { key: "axis" value { i: -1 } } } node { name: "SecondStageBoxPredictor/Reshape_1/slice/begins" op: "Const" attr { key: "value" value { tensor { dtype: DT_INT32 int_val: 0 int_val: 0 int_val: 1 tensor_shape { dim { size: 3 } } } } } } node { name: "SecondStageBoxPredictor/Reshape_1/slice/sizes" op: "Const" attr { key: "value" value { tensor { dtype: DT_INT32 int_val: -1 int_val: -1 int_val: -1 tensor_shape { dim { size: 3 } } } } } } node { name: "SecondStageBoxPredictor/Reshape_1/slice" op: "Slice" input: "SecondStageBoxPredictor/Reshape_1/softmax" input: "SecondStageBoxPredictor/Reshape_1/slice/begins" input: "SecondStageBoxPredictor/Reshape_1/slice/sizes" } node { name: "SecondStageBoxPredictor/Reshape_1/Reshape/shape" op: "Const" attr { key: "value" value { tensor { dtype: DT_INT32 int_val: 1 int_val: -1 tensor_shape { dim { size: 2 } } } } } } node { name: "SecondStageBoxPredictor/Reshape_1/Reshape" op: "Reshape" input: "SecondStageBoxPredictor/Reshape_1/slice" input: "SecondStageBoxPredictor/Reshape_1/Reshape/shape" } node { name: "SecondStageBoxPredictor/Reshape/shape2" op: "Const" attr { key: "value" value { tensor { dtype: DT_INT32 int_val: 1 int_val: -1 int_val: 4 tensor_shape { dim { size: 3 } } } } } } node { name: "detection_out/slice/begins" op: "Const" attr { key: "value" value { tensor { dtype: DT_INT32 int_val: 0 int_val: 0 int_val: 0 int_val: 3 tensor_shape { dim { size: 4 } } } } } } node { name: "detection_out/slice/sizes" op: "Const" attr { key: "value" value { tensor { dtype: DT_INT32 int_val: -1 int_val: -1 int_val: -1 int_val: 4 tensor_shape { dim { size: 4 } } } } } } node { name: "detection_out/slice" op: "Slice" input: "detection_out/clip_by_value" input: "detection_out/slice/begins" input: "detection_out/slice/sizes" } node { name: "proposals/variance" op: "Const" attr { key: "value" value { tensor { dtype: DT_FLOAT float_val: 0.1 float_val: 0.1 float_val: 0.2 float_val: 0.2 tensor_shape { dim { size: 4 } } } } } } node { name: "variance_encoded" op: "Mul" input: "SecondStageBoxPredictor/Reshape" input: "proposals/variance" attr { key: "axis" value { i: 2 } } } node { name: "detection_out/slice/reshape/shape" op: "Const" attr { key: "value" value { tensor { dtype: DT_INT32 int_val: 1 int_val: 1 int_val: -1 tensor_shape { dim { size: 3 } } } } } } node { name: "detection_out/slice/reshape" op: "Reshape" input: "detection_out/slice" input: "detection_out/slice/reshape/shape" } node { name: "variance_encoded/flatten" op: "Flatten" input: "variance_encoded" } node { name: "detection_out_final" op: "DetectionOutput" input: "variance_encoded/flatten" input: "SecondStageBoxPredictor/Reshape_1/Reshape" input: "detection_out/slice/reshape" attr { key: "background_label_id" value { i: 91 } } attr { key: "clip" value { b: true } } attr { key: "code_type" value { s: "CENTER_SIZE" } } attr { key: "keep_top_k" value { i: 100 } } attr { key: "nms_threshold" value { f: 0.6 } } attr { key: "num_classes" value { i: 90 } } attr { key: "share_location" value { b: false } } attr { key: "variance_encoded_in_target" value { b: true } } }