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" 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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Conv2d_1a_7x7/separable_conv2d" input: "FirstStageFeatureExtractor/InceptionV2/Conv2d_1a_7x7/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Conv2d_1a_7x7/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Conv2d_1a_7x7/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Conv2d_1a_7x7/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Conv2d_2b_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Conv2d_2b_1x1/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Conv2d_2b_1x1/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Conv2d_2b_1x1/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Conv2d_2b_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Conv2d_2c_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Conv2d_2c_3x3/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Conv2d_2c_3x3/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Conv2d_2c_3x3/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Conv2d_2c_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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_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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_0/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_0/Conv2d_0a_1x1/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_0/Conv2d_0a_1x1/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_0/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_0/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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/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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_1/Conv2d_0a_1x1/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_1/Conv2d_0a_1x1/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_1/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_1/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0b_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_1/Conv2d_0b_3x3/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_1/Conv2d_0b_3x3/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_1/Conv2d_0b_3x3/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_1/Conv2d_0b_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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_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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_2/Conv2d_0a_1x1/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_2/Conv2d_0a_1x1/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_2/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_2/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0b_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_2/Conv2d_0b_3x3/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_2/Conv2d_0b_3x3/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_2/Conv2d_0b_3x3/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_2/Conv2d_0b_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0c_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_2/Conv2d_0c_3x3/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_2/Conv2d_0c_3x3/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_2/Conv2d_0c_3x3/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_2/Conv2d_0c_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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_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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3b/Branch_3/Conv2d_0b_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_3/Conv2d_0b_1x1/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_3/Conv2d_0b_1x1/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_3/Conv2d_0b_1x1/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3b/Branch_3/Conv2d_0b_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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/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_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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_0/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_0/Conv2d_0a_1x1/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_0/Conv2d_0a_1x1/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_0/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_0/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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/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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_1/Conv2d_0a_1x1/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_1/Conv2d_0a_1x1/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_1/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_1/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0b_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_1/Conv2d_0b_3x3/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_1/Conv2d_0b_3x3/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_1/Conv2d_0b_3x3/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_1/Conv2d_0b_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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_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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_2/Conv2d_0a_1x1/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_2/Conv2d_0a_1x1/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_2/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_2/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0b_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_2/Conv2d_0b_3x3/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_2/Conv2d_0b_3x3/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_2/Conv2d_0b_3x3/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_2/Conv2d_0b_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0c_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_2/Conv2d_0c_3x3/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_2/Conv2d_0c_3x3/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_2/Conv2d_0c_3x3/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_2/Conv2d_0c_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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_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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_3c/Branch_3/Conv2d_0b_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_3/Conv2d_0b_1x1/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_3/Conv2d_0b_1x1/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_3/Conv2d_0b_1x1/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_3c/Branch_3/Conv2d_0b_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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/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_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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4a/Branch_0/Conv2d_0a_1x1/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4a/Branch_0/Conv2d_0a_1x1/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4a/Branch_0/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4a/Branch_0/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_1a_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4a/Branch_0/Conv2d_1a_3x3/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4a/Branch_0/Conv2d_1a_3x3/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4a/Branch_0/Conv2d_1a_3x3/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4a/Branch_0/Conv2d_1a_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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/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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4a/Branch_1/Conv2d_0a_1x1/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4a/Branch_1/Conv2d_0a_1x1/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4a/Branch_1/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4a/Branch_1/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0b_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4a/Branch_1/Conv2d_0b_3x3/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4a/Branch_1/Conv2d_0b_3x3/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4a/Branch_1/Conv2d_0b_3x3/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4a/Branch_1/Conv2d_0b_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_1a_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4a/Branch_1/Conv2d_1a_3x3/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4a/Branch_1/Conv2d_1a_3x3/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4a/Branch_1/Conv2d_1a_3x3/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4a/Branch_1/Conv2d_1a_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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_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/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_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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_0/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_0/Conv2d_0a_1x1/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_0/Conv2d_0a_1x1/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_0/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_0/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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/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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_1/Conv2d_0a_1x1/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_1/Conv2d_0a_1x1/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_1/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_1/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0b_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_1/Conv2d_0b_3x3/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_1/Conv2d_0b_3x3/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_1/Conv2d_0b_3x3/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_1/Conv2d_0b_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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_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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_2/Conv2d_0a_1x1/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_2/Conv2d_0a_1x1/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_2/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_2/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0b_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_2/Conv2d_0b_3x3/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_2/Conv2d_0b_3x3/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_2/Conv2d_0b_3x3/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_2/Conv2d_0b_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0c_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_2/Conv2d_0c_3x3/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_2/Conv2d_0c_3x3/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_2/Conv2d_0c_3x3/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_2/Conv2d_0c_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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_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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4b/Branch_3/Conv2d_0b_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_3/Conv2d_0b_1x1/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_3/Conv2d_0b_1x1/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_3/Conv2d_0b_1x1/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4b/Branch_3/Conv2d_0b_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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/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_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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_0/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_0/Conv2d_0a_1x1/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_0/Conv2d_0a_1x1/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_0/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_0/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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/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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_1/Conv2d_0a_1x1/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_1/Conv2d_0a_1x1/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_1/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_1/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0b_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_1/Conv2d_0b_3x3/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_1/Conv2d_0b_3x3/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_1/Conv2d_0b_3x3/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_1/Conv2d_0b_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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_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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_2/Conv2d_0a_1x1/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_2/Conv2d_0a_1x1/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_2/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_2/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0b_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_2/Conv2d_0b_3x3/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_2/Conv2d_0b_3x3/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_2/Conv2d_0b_3x3/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_2/Conv2d_0b_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0c_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_2/Conv2d_0c_3x3/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_2/Conv2d_0c_3x3/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_2/Conv2d_0c_3x3/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_2/Conv2d_0c_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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_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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4c/Branch_3/Conv2d_0b_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_3/Conv2d_0b_1x1/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_3/Conv2d_0b_1x1/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_3/Conv2d_0b_1x1/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4c/Branch_3/Conv2d_0b_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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/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_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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_0/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_0/Conv2d_0a_1x1/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_0/Conv2d_0a_1x1/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_0/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_0/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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/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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_1/Conv2d_0a_1x1/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_1/Conv2d_0a_1x1/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_1/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_1/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0b_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_1/Conv2d_0b_3x3/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_1/Conv2d_0b_3x3/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_1/Conv2d_0b_3x3/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_1/Conv2d_0b_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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_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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_2/Conv2d_0a_1x1/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_2/Conv2d_0a_1x1/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_2/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_2/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0b_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_2/Conv2d_0b_3x3/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_2/Conv2d_0b_3x3/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_2/Conv2d_0b_3x3/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_2/Conv2d_0b_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0c_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_2/Conv2d_0c_3x3/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_2/Conv2d_0c_3x3/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_2/Conv2d_0c_3x3/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_2/Conv2d_0c_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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_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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4d/Branch_3/Conv2d_0b_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_3/Conv2d_0b_1x1/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_3/Conv2d_0b_1x1/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_3/Conv2d_0b_1x1/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4d/Branch_3/Conv2d_0b_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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/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_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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_0/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_0/Conv2d_0a_1x1/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_0/Conv2d_0a_1x1/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_0/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_0/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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/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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_1/Conv2d_0a_1x1/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_1/Conv2d_0a_1x1/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_1/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_1/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0b_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_1/Conv2d_0b_3x3/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_1/Conv2d_0b_3x3/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_1/Conv2d_0b_3x3/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_1/Conv2d_0b_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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_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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0a_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_2/Conv2d_0a_1x1/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_2/Conv2d_0a_1x1/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_2/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_2/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0b_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_2/Conv2d_0b_3x3/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_2/Conv2d_0b_3x3/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_2/Conv2d_0b_3x3/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_2/Conv2d_0b_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0c_3x3/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_2/Conv2d_0c_3x3/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_2/Conv2d_0c_3x3/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_2/Conv2d_0c_3x3/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_2/Conv2d_0c_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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_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" 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: "FusedBatchNorm" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/Branch_3/Conv2d_0b_1x1/Conv2D" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_3/Conv2d_0b_1x1/BatchNorm/gamma" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_3/Conv2d_0b_1x1/BatchNorm/beta" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_3/Conv2d_0b_1x1/BatchNorm/moving_mean" input: "FirstStageFeatureExtractor/InceptionV2/Mixed_4e/Branch_3/Conv2d_0b_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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/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" attr { key: "data_format" value { s: "NHWC" } } } node { name: "Conv/Relu6" op: "Relu6" input: "Conv/BiasAdd" } node { name: "FirstStageBoxPredictor/BoxEncodingPredictor/Conv2D" op: "Conv2D" input: "Conv/Relu6" input: "FirstStageBoxPredictor/BoxEncodingPredictor/weights" 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" attr { key: "data_format" value { s: "NHWC" } } } node { name: "FirstStageBoxPredictor/ClassPredictor/Conv2D" op: "Conv2D" input: "Conv/Relu6" input: "FirstStageBoxPredictor/ClassPredictor/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: "FirstStageBoxPredictor/ClassPredictor/BiasAdd" op: "BiasAdd" input: "FirstStageBoxPredictor/ClassPredictor/Conv2D" input: "FirstStageBoxPredictor/ClassPredictor/biases" attr { key: "data_format" value { s: "NHWC" } } } node { name: "FirstStageBoxPredictor/ClassPredictor/reshape_1/shape" op: "Const" attr { key: "value" value { tensor { dtype: DT_INT32 tensor_shape { dim { size: 3 } } int_val: 0 int_val: -1 int_val: 2 } } } } 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 tensor_shape { dim { size: 12 } } float_val: 90.5096664429 float_val: 181.019332886 float_val: 362.038665771 float_val: 724.077331543 float_val: 64.0 float_val: 128.0 float_val: 256.0 float_val: 512.0 float_val: 45.2548332214 float_val: 90.5096664429 float_val: 181.019332886 float_val: 362.038665771 } } } attr { key: "offset" value { f: 0.0 } } attr { key: "step" value { f: 16.0 } } attr { key: "variance" value { tensor { dtype: DT_FLOAT tensor_shape { dim { size: 4 } } float_val: 0.10000000149 float_val: 0.10000000149 float_val: 0.20000000298 float_val: 0.20000000298 } } } attr { key: "width" value { tensor { dtype: DT_FLOAT tensor_shape { dim { size: 12 } } float_val: 45.2548332214 float_val: 90.5096664429 float_val: 181.019332886 float_val: 362.038665771 float_val: 64.0 float_val: 128.0 float_val: 256.0 float_val: 512.0 float_val: 90.5096664429 float_val: 181.019332886 float_val: 362.038665771 float_val: 724.077331543 } } } } 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: true } } 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: "CropAndResize" op: "CropAndResize" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/concat" input: "detection_out" input: "CropAndResize/crop_size" attr { key: "extrapolation_value" value { f: 0.0 } } 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_0/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "MaxPool2D/MaxPool" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/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: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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/Branch_1/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "MaxPool2D/MaxPool" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/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: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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_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/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_0/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/concat" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/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: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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/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" 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: "FusedBatchNorm" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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_2/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/concat" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/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: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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_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" 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: "FusedBatchNorm" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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/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_0/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/concat" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/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: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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/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" 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: "FusedBatchNorm" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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_2/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/concat" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/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: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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" 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: "FusedBatchNorm" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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_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" 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: "FusedBatchNorm" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } 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/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/BoxEncodingPredictor/MatMul" op: "MatMul" input: "SecondStageBoxPredictor/Flatten/flatten/Reshape" input: "SecondStageBoxPredictor/BoxEncodingPredictor/weights" 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" attr { key: "data_format" value { s: "NHWC" } } } node { name: "SecondStageBoxPredictor/ClassPredictor/MatMul" op: "MatMul" input: "SecondStageBoxPredictor/Flatten/flatten/Reshape" input: "SecondStageBoxPredictor/ClassPredictor/weights" 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" 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" op: "Reshape" input: "SecondStageBoxPredictor/ClassPredictor/BiasAdd" input: "SecondStageBoxPredictor/Reshape_1/shape" } 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 tensor_shape { dim { size: 3 } } int_val: 0 int_val: 0 int_val: 1 } } } } node { name: "SecondStageBoxPredictor/Reshape_1/slice/sizes" op: "Const" attr { key: "value" value { tensor { dtype: DT_INT32 tensor_shape { dim { size: 3 } } int_val: -1 int_val: -1 int_val: -1 } } } } 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 tensor_shape { dim { size: 2 } } int_val: 1 int_val: -1 } } } } 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 tensor_shape { dim { size: 3 } } int_val: 1 int_val: -1 int_val: 4 } } } } node { name: "detection_out/slice/begins" op: "Const" attr { key: "value" value { tensor { dtype: DT_INT32 tensor_shape { dim { size: 4 } } int_val: 0 int_val: 0 int_val: 0 int_val: 3 } } } } node { name: "detection_out/slice/sizes" op: "Const" attr { key: "value" value { tensor { dtype: DT_INT32 tensor_shape { dim { size: 4 } } int_val: -1 int_val: -1 int_val: -1 int_val: 4 } } } } node { name: "detection_out/slice" op: "Slice" input: "detection_out" input: "detection_out/slice/begins" input: "detection_out/slice/sizes" } node { name: "proposals/variance" op: "Const" attr { key: "value" value { tensor { dtype: DT_FLOAT tensor_shape { dim { size: 4 } } float_val: 0.10000000149 float_val: 0.10000000149 float_val: 0.20000000298 float_val: 0.20000000298 } } } } 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 tensor_shape { dim { size: 3 } } int_val: 1 int_val: 1 int_val: -1 } } } } 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: "confidence_threshold" value { f: 0.300000011921 } } attr { key: "group_by_classes" value { b: false } } attr { key: "keep_top_k" value { i: 100 } } attr { key: "nms_threshold" value { f: 0.600000023842 } } attr { key: "num_classes" value { i: 90 } } attr { key: "share_location" value { b: false } } attr { key: "variance_encoded_in_target" value { b: true } } } node { name: "CropAndResize_1" op: "CropAndResize" input: "FirstStageFeatureExtractor/InceptionV2/InceptionV2/Mixed_4e/concat" input: "detection_out_final" input: "CropAndResize_1/crop_size" attr { key: "extrapolation_value" value { f: 0.0 } } attr { key: "method" value { s: "bilinear" } } } node { name: "MaxPool2D_1/MaxPool" op: "MaxPool" input: "CropAndResize_1" 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_1/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "MaxPool2D_1/MaxPool" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/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: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/Relu" op: "Relu" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/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: 2 i: 2 i: 1 } } } } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/BatchNorm/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/Relu" op: "Relu" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "MaxPool2D_1/MaxPool" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/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: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/Relu" op: "Relu" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/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: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/Relu" op: "Relu" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/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: 2 i: 2 i: 1 } } } } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/BatchNorm/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/Relu" op: "Relu" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_2/MaxPool_1a_3x3/MaxPool" op: "MaxPool" input: "MaxPool2D_1/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_1/InceptionV2/Mixed_5a/concat" op: "ConcatV2" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/Relu" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/Relu" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/Branch_2/MaxPool_1a_3x3/MaxPool" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/concat/axis" } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/concat" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/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: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/Relu" op: "Relu" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/concat" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/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: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/Relu" op: "Relu" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/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: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/Relu" op: "Relu" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5a/concat" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/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: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/Relu" op: "Relu" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/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: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/Relu" op: "Relu" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/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: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/Relu" op: "Relu" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_3/AvgPool_0a_3x3/AvgPool" op: "AvgPool" input: "SecondStageFeatureExtractor_1/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_1/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_3/AvgPool_0a_3x3/AvgPool" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/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: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/Relu" op: "Relu" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/concat" op: "ConcatV2" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/Relu" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/Relu" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/Relu" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/Relu" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/concat/axis" } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/concat" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/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: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/Relu" op: "Relu" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/concat" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/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: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/Relu" op: "Relu" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/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: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/Relu" op: "Relu" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5b/concat" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/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: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/Relu" op: "Relu" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/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: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/Relu" op: "Relu" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/Relu" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/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: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/Relu" op: "Relu" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_3/MaxPool_0a_3x3/MaxPool" op: "MaxPool" input: "SecondStageFeatureExtractor_1/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_1/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/Conv2D" op: "Conv2D" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_3/MaxPool_0a_3x3/MaxPool" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/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: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/FusedBatchNorm" op: "FusedBatchNorm" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/Conv2D" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/gamma" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/beta" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/moving_mean" input: "SecondStageFeatureExtractor/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/moving_variance" attr { key: "data_format" value { s: "NHWC" } } attr { key: "epsilon" value { f: 0.0010000000475 } } } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/Relu" op: "Relu" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/FusedBatchNorm" } node { name: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/concat" op: "ConcatV2" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/Relu" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/Relu" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/Relu" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/Relu" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/concat/axis" } node { name: "SecondStageBoxPredictor_1/ResizeBilinear" op: "ResizeBilinear" input: "SecondStageFeatureExtractor_1/InceptionV2/Mixed_5c/concat" input: "SecondStageBoxPredictor_1/ResizeBilinear/size" attr { key: "align_corners" value { b: true } } } node { name: "SecondStageBoxPredictor_1/Conv/Conv2D" op: "Conv2D" input: "SecondStageBoxPredictor_1/ResizeBilinear" input: "SecondStageBoxPredictor/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: "SecondStageBoxPredictor_1/Conv/BiasAdd" op: "BiasAdd" input: "SecondStageBoxPredictor_1/Conv/Conv2D" input: "SecondStageBoxPredictor/Conv/biases" attr { key: "data_format" value { s: "NHWC" } } } node { name: "SecondStageBoxPredictor_1/Conv/Relu" op: "Relu" input: "SecondStageBoxPredictor_1/Conv/BiasAdd" } node { name: "SecondStageBoxPredictor_1/Conv_1/Conv2D" op: "Conv2D" input: "SecondStageBoxPredictor_1/Conv/Relu" input: "SecondStageBoxPredictor/Conv_1/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: "SecondStageBoxPredictor_1/Conv_1/BiasAdd" op: "BiasAdd" input: "SecondStageBoxPredictor_1/Conv_1/Conv2D" input: "SecondStageBoxPredictor/Conv_1/biases" attr { key: "data_format" value { s: "NHWC" } } } node { name: "SecondStageBoxPredictor_1/transpose" op: "Transpose" input: "SecondStageBoxPredictor_1/Conv_1/BiasAdd" input: "SecondStageBoxPredictor_1/transpose/perm" } node { name: "detection_masks" op: "Sigmoid" input: "SecondStageBoxPredictor_1/transpose" } library { }