{"format": "graph-model", "generatedBy": "2.0.0-beta1", "convertedBy": "TensorFlow.js Converter v1.2.2.1", "modelTopology": {"node": [{"name": "statefulpartitionedcall_args_96", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_95", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_91", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_90", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_85", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_84", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_80", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_79", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_75", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_74", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_7", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_69", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_68", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_64", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_63", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_6", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_57", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_56", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_51", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_50", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_46", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_45", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_41", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_40", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_35", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_34", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_30", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_29", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_271", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_270", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_265", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_264", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_260", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_259", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_255", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_254", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_25", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_249", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_248", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_244", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_243", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_24", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_239", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_238", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_233", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_232", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_228", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_227", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_221", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_220", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_215", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_214", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_210", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_209", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_205", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_204", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_199", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_198", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_194", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_193", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_19", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_189", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_188", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_183", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_182", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_18", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_178", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_177", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_173", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_172", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_167", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_166", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_162", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_161", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_157", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_156", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_151", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_150", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_146", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_145", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_141", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_140", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_14", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_135", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_134", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_130", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_13", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_129", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_123", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_122", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_117", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_116", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_112", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "statefulpartitionedcall_args_111", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_107", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_106", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_101", "op": "Placeholder", "attr": {"dtype": {"type": "DT_RESOURCE"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "statefulpartitionedcall_args_100", "op": "Placeholder", "attr": {"shape": {"shape": {"unknownRank": true}}, "dtype": {"type": "DT_RESOURCE"}}}, {"name": "images", "op": "Placeholder", "attr": {"dtype": {"type": "DT_FLOAT"}, "shape": {"shape": {"dim": [{"size": "-1"}, {"size": "-1"}, {"size": "-1"}, {"size": "3"}]}}}}, {"name": "batch_norm_momentum", "op": "Placeholder", "attr": {"dtype": {"type": "DT_FLOAT"}, "shape": {"shape": {"unknownRank": true}}}}, {"name": "Func/StatefulPartitionedCall/input_control_node/_0", "op": "NoOp", "input": ["^batch_norm_momentum", "^images", "^statefulpartitionedcall_args_100", "^statefulpartitionedcall_args_101", "^statefulpartitionedcall_args_106", "^statefulpartitionedcall_args_107", "^statefulpartitionedcall_args_111", "^statefulpartitionedcall_args_112", "^statefulpartitionedcall_args_116", "^statefulpartitionedcall_args_117", "^statefulpartitionedcall_args_122", "^statefulpartitionedcall_args_123", "^statefulpartitionedcall_args_129", "^statefulpartitionedcall_args_13", "^statefulpartitionedcall_args_130", "^statefulpartitionedcall_args_134", "^statefulpartitionedcall_args_135", "^statefulpartitionedcall_args_14", "^statefulpartitionedcall_args_140", "^statefulpartitionedcall_args_141", "^statefulpartitionedcall_args_145", "^statefulpartitionedcall_args_146", "^statefulpartitionedcall_args_150", "^statefulpartitionedcall_args_151", "^statefulpartitionedcall_args_156", "^statefulpartitionedcall_args_157", "^statefulpartitionedcall_args_161", "^statefulpartitionedcall_args_162", "^statefulpartitionedcall_args_166", "^statefulpartitionedcall_args_167", "^statefulpartitionedcall_args_172", "^statefulpartitionedcall_args_173", "^statefulpartitionedcall_args_177", "^statefulpartitionedcall_args_178", "^statefulpartitionedcall_args_18", "^statefulpartitionedcall_args_182", "^statefulpartitionedcall_args_183", "^statefulpartitionedcall_args_188", "^statefulpartitionedcall_args_189", "^statefulpartitionedcall_args_19", "^statefulpartitionedcall_args_193", "^statefulpartitionedcall_args_194", "^statefulpartitionedcall_args_198", "^statefulpartitionedcall_args_199", "^statefulpartitionedcall_args_204", "^statefulpartitionedcall_args_205", "^statefulpartitionedcall_args_209", "^statefulpartitionedcall_args_210", "^statefulpartitionedcall_args_214", "^statefulpartitionedcall_args_215", "^statefulpartitionedcall_args_220", "^statefulpartitionedcall_args_221", "^statefulpartitionedcall_args_227", "^statefulpartitionedcall_args_228", "^statefulpartitionedcall_args_232", "^statefulpartitionedcall_args_233", "^statefulpartitionedcall_args_238", "^statefulpartitionedcall_args_239", "^statefulpartitionedcall_args_24", "^statefulpartitionedcall_args_243", "^statefulpartitionedcall_args_244", "^statefulpartitionedcall_args_248", "^statefulpartitionedcall_args_249", "^statefulpartitionedcall_args_25", "^statefulpartitionedcall_args_254", "^statefulpartitionedcall_args_255", "^statefulpartitionedcall_args_259", "^statefulpartitionedcall_args_260", "^statefulpartitionedcall_args_264", "^statefulpartitionedcall_args_265", "^statefulpartitionedcall_args_270", "^statefulpartitionedcall_args_271", "^statefulpartitionedcall_args_29", "^statefulpartitionedcall_args_30", "^statefulpartitionedcall_args_34", "^statefulpartitionedcall_args_35", "^statefulpartitionedcall_args_40", "^statefulpartitionedcall_args_41", "^statefulpartitionedcall_args_45", "^statefulpartitionedcall_args_46", "^statefulpartitionedcall_args_50", "^statefulpartitionedcall_args_51", "^statefulpartitionedcall_args_56", "^statefulpartitionedcall_args_57", "^statefulpartitionedcall_args_6", "^statefulpartitionedcall_args_63", "^statefulpartitionedcall_args_64", "^statefulpartitionedcall_args_68", "^statefulpartitionedcall_args_69", "^statefulpartitionedcall_args_7", "^statefulpartitionedcall_args_74", "^statefulpartitionedcall_args_75", "^statefulpartitionedcall_args_79", "^statefulpartitionedcall_args_80", "^statefulpartitionedcall_args_84", "^statefulpartitionedcall_args_85", "^statefulpartitionedcall_args_90", "^statefulpartitionedcall_args_91", "^statefulpartitionedcall_args_95", "^statefulpartitionedcall_args_96"]}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_34", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_33", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_32", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "64"}, {"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_29", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_28", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_27", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_24", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_23", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}}}, {"name": "Func/StatefulPartitionedCall/input/_10", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}}}, {"name": "Func/StatefulPartitionedCall/input/_9", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_6", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_5", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_4", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_3", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "7"}, {"size": "7"}, {"size": "3"}, {"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/Pad/paddings", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "4"}, {"size": "2"}]}}}, "dtype": {"type": "DT_INT32"}}}, {"name": "StatefulPartitionedCall/hub_input/Sub/y", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/hub_input/Mul/y", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_22", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_21", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_18", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_17", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_16", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "64"}, {"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_13", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_12", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_11", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_274", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1001"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_273", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "2048"}, {"size": "1001"}]}}}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/pool5/reduction_indices", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}, "dtype": {"type": "DT_INT32"}}}, {"name": "Func/StatefulPartitionedCall/input/_270", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "2048"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_269", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "2048"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_268", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "2048"}]}}}}}, {"name": "Func/StatefulPartitionedCall/input/_267", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "512"}, {"size": "2048"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_264", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_263", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_262", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "512"}, {"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_259", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}}}, {"name": "Func/StatefulPartitionedCall/input/_258", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_257", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "2048"}, {"size": "512"}]}}}}}, {"name": "Func/StatefulPartitionedCall/input/_254", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "2048"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_253", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "2048"}]}}}}}, {"name": "Func/StatefulPartitionedCall/input/_252", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "2048"}]}}}}}, {"name": "Func/StatefulPartitionedCall/input/_251", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "512"}, {"size": "2048"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_248", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_247", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_246", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "512"}, {"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_243", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_242", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_241", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "2048"}, {"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_238", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "2048"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_237", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "2048"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_224", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "2048"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_223", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1024"}, {"size": "2048"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_220", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1024"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_219", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1024"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_202", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1024"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_201", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1024"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_198", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_197", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_196", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "256"}, {"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_193", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}}}, {"name": "Func/StatefulPartitionedCall/input/_192", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_191", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1024"}, {"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_188", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1024"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_187", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1024"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_186", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1024"}]}}}}}, {"name": "Func/StatefulPartitionedCall/input/_185", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1024"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_182", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_181", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_180", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "256"}, {"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_177", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_176", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_175", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1024"}, {"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_172", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1024"}]}}}}}, {"name": "Func/StatefulPartitionedCall/input/_171", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1024"}]}}}}}, {"name": "Func/StatefulPartitionedCall/input/_170", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1024"}]}}}}}, {"name": "Func/StatefulPartitionedCall/input/_169", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1024"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_166", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}}}, {"name": "Func/StatefulPartitionedCall/input/_165", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_164", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "256"}, {"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_161", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_160", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_159", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1024"}, {"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_156", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1024"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_155", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1024"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_154", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1024"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_153", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1024"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_150", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_149", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_148", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "256"}, {"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_145", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_144", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_143", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1024"}, {"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_140", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1024"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_139", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1024"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_126", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1024"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_125", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "512"}, {"size": "1024"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_122", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_121", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}}}, {"name": "Func/StatefulPartitionedCall/input/_104", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_103", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "128"}, {"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_100", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "128"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_99", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "128"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_98", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "128"}, {"size": "128"}]}}}}}, {"name": "Func/StatefulPartitionedCall/input/_95", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "128"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_94", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "128"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_93", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "512"}, {"size": "128"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_90", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_89", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_88", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_87", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "128"}, {"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_84", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "128"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_83", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "128"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_82", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "128"}, {"size": "128"}]}}}}}, {"name": "Func/StatefulPartitionedCall/input/_79", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "128"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_78", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "128"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_77", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "512"}, {"size": "128"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_74", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_73", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_60", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_59", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_56", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_55", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_38", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_37", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_54", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_53", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_50", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_49", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_48", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "64"}, {"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/Pad/paddings", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "4"}, {"size": "2"}]}}}, "dtype": {"type": "DT_INT32"}}}, {"name": "Func/StatefulPartitionedCall/input/_45", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_44", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_43", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_40", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_39", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}}}, {"name": "Func/StatefulPartitionedCall/input/_72", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_71", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "128"}, {"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_68", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "128"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_67", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "128"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_66", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "128"}, {"size": "128"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_63", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "128"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_62", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "128"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_61", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "128"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_120", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_119", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "128"}, {"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_116", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "128"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_115", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "128"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_114", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "128"}, {"size": "128"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_111", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "128"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_110", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "128"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_109", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "512"}, {"size": "128"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_106", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_105", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_138", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1024"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_137", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1024"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_134", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}}}, {"name": "Func/StatefulPartitionedCall/input/_133", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_132", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "256"}, {"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_129", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_128", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_127", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "512"}, {"size": "256"}]}}}}}, {"name": "Func/StatefulPartitionedCall/input/_218", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1024"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_217", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1024"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_214", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}}}, {"name": "Func/StatefulPartitionedCall/input/_213", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}}}, {"name": "Func/StatefulPartitionedCall/input/_212", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "256"}, {"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_209", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_208", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_207", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1024"}, {"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_204", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1024"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_203", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1024"}]}}}}}, {"name": "Func/StatefulPartitionedCall/input/_236", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "2048"}]}}}}}, {"name": "Func/StatefulPartitionedCall/input/_235", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "512"}, {"size": "2048"}]}}}}}, {"name": "Func/StatefulPartitionedCall/input/_232", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_231", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_230", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "512"}, {"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_227", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_226", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "Func/StatefulPartitionedCall/input/_225", "op": "Const", "input": ["^Func/StatefulPartitionedCall/input_control_node/_0"], "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1024"}, {"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/hub_input/Mul", "op": "Mul", "input": ["StatefulPartitionedCall/hub_input/Mul/y", "images"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/hub_input/Sub", "op": "Sub", "input": ["StatefulPartitionedCall/hub_input/Mul", "StatefulPartitionedCall/hub_input/Sub/y"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/Pad", "op": "Pad", "input": ["StatefulPartitionedCall/hub_input/Sub", "StatefulPartitionedCall/resnet_v2_50/Pad/paddings"], "attr": {"T": {"type": "DT_FLOAT"}, "Tpaddings": {"type": "DT_INT32"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/conv1/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/Pad", "Func/StatefulPartitionedCall/input/_3"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "2", "2", "1"]}}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "VkFMSUQ="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/conv1/BiasAdd", "op": "BiasAdd", "input": ["StatefulPartitionedCall/resnet_v2_50/conv1/Conv2D", "Func/StatefulPartitionedCall/input/_4"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/pool1/MaxPool", "op": "MaxPool", "input": ["StatefulPartitionedCall/resnet_v2_50/conv1/BiasAdd"], "attr": {"ksize": {"list": {"i": ["1", "3", "3", "1"]}}, "padding": {"s": "U0FNRQ=="}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "2", "2", "1"]}}, "data_format": {"s": "TkhXQw=="}}}, {"name": "Identity_73", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/conv1/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/preact/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/pool1/MaxPool", "Func/StatefulPartitionedCall/input/_5", "Func/StatefulPartitionedCall/input/_6", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}, "epsilon": {"f": 1.0009999641624745e-05}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/preact/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/preact/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/shortcut/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/preact/Relu", "Func/StatefulPartitionedCall/input/_9"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/conv1/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/preact/Relu", "Func/StatefulPartitionedCall/input/_11"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/shortcut/BiasAdd", "op": "BiasAdd", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/shortcut/Conv2D", "Func/StatefulPartitionedCall/input/_10"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/conv1/Conv2D", "Func/StatefulPartitionedCall/input/_12", "Func/StatefulPartitionedCall/input/_13", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}, "epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}}}, {"name": "Identity_6", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/shortcut/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/conv1/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/conv2/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/conv1/Relu", "Func/StatefulPartitionedCall/input/_16"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "Identity_3", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/conv1/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/conv2/Conv2D", "Func/StatefulPartitionedCall/input/_17", "Func/StatefulPartitionedCall/input/_18", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}, "epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/conv2/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/conv3/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/conv2/Relu", "Func/StatefulPartitionedCall/input/_21"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}}}, {"name": "Identity_4", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/conv2/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/conv3/BiasAdd", "op": "BiasAdd", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/conv3/Conv2D", "Func/StatefulPartitionedCall/input/_22"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/add", "op": "Add", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/conv3/BiasAdd", "StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/shortcut/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "Identity_5", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/conv3/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_2/bottleneck_v2/preact/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/add", "Func/StatefulPartitionedCall/input/_23", "Func/StatefulPartitionedCall/input/_24", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"is_training": {"b": true}, "epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "Identity_2", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/add"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_2/bottleneck_v2/preact/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_2/bottleneck_v2/preact/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_2/bottleneck_v2/conv1/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_2/bottleneck_v2/preact/Relu", "Func/StatefulPartitionedCall/input/_27"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_2/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_2/bottleneck_v2/conv1/Conv2D", "Func/StatefulPartitionedCall/input/_28", "Func/StatefulPartitionedCall/input/_29", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_2/bottleneck_v2/conv1/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_2/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_2/bottleneck_v2/conv2/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_2/bottleneck_v2/conv1/Relu", "Func/StatefulPartitionedCall/input/_32"], "attr": {"T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "Identity_8", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_2/bottleneck_v2/conv1/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_2/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_2/bottleneck_v2/conv2/Conv2D", "Func/StatefulPartitionedCall/input/_33", "Func/StatefulPartitionedCall/input/_34", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}, "epsilon": {"f": 1.0009999641624745e-05}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_2/bottleneck_v2/conv2/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_2/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "Identity_9", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_2/bottleneck_v2/conv2/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_2/bottleneck_v2/conv3/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_2/bottleneck_v2/conv2/Relu", "Func/StatefulPartitionedCall/input/_37"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_2/bottleneck_v2/conv3/BiasAdd", "op": "BiasAdd", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_2/bottleneck_v2/conv3/Conv2D", "Func/StatefulPartitionedCall/input/_38"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_2/bottleneck_v2/add", "op": "Add", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_1/bottleneck_v2/add", "StatefulPartitionedCall/resnet_v2_50/block1/unit_2/bottleneck_v2/conv3/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "Identity_10", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_2/bottleneck_v2/conv3/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/shortcut/MaxPool", "op": "MaxPool", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_2/bottleneck_v2/add"], "attr": {"ksize": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "2", "2", "1"]}}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_2/bottleneck_v2/add", "Func/StatefulPartitionedCall/input/_39", "Func/StatefulPartitionedCall/input/_40", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}, "epsilon": {"f": 1.0009999641624745e-05}}}, {"name": "Identity_7", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_2/bottleneck_v2/add"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/conv1/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Relu", "Func/StatefulPartitionedCall/input/_43"], "attr": {"padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/conv1/Conv2D", "Func/StatefulPartitionedCall/input/_44", "Func/StatefulPartitionedCall/input/_45", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"is_training": {"b": true}, "epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/conv1/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/Pad", "op": "Pad", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/conv1/Relu", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/Pad/paddings"], "attr": {"Tpaddings": {"type": "DT_INT32"}, "T": {"type": "DT_FLOAT"}}}, {"name": "Identity_12", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/conv1/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/conv2/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/Pad", "Func/StatefulPartitionedCall/input/_48"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "2", "2", "1"]}}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "VkFMSUQ="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/conv2/Conv2D", "Func/StatefulPartitionedCall/input/_49", "Func/StatefulPartitionedCall/input/_50", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}, "epsilon": {"f": 1.0009999641624745e-05}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/conv2/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/conv3/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/conv2/Relu", "Func/StatefulPartitionedCall/input/_53"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "Identity_13", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/conv2/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/conv3/BiasAdd", "op": "BiasAdd", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/conv3/Conv2D", "Func/StatefulPartitionedCall/input/_54"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/add", "op": "Add", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/conv3/BiasAdd", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/shortcut/MaxPool"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "Identity_14", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/conv3/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/preact/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/add", "Func/StatefulPartitionedCall/input/_55", "Func/StatefulPartitionedCall/input/_56", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"is_training": {"b": true}, "epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "Identity_11", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/add"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "Identity_1", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/add"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/preact/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/preact/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/shortcut/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/preact/Relu", "Func/StatefulPartitionedCall/input/_59"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/conv1/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/preact/Relu", "Func/StatefulPartitionedCall/input/_61"], "attr": {"data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/shortcut/BiasAdd", "op": "BiasAdd", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/shortcut/Conv2D", "Func/StatefulPartitionedCall/input/_60"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/conv1/Conv2D", "Func/StatefulPartitionedCall/input/_62", "Func/StatefulPartitionedCall/input/_63", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}}}, {"name": "Identity_20", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/shortcut/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/conv1/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/conv2/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/conv1/Relu", "Func/StatefulPartitionedCall/input/_66"], "attr": {"data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "Identity_17", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/conv1/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/conv2/Conv2D", "Func/StatefulPartitionedCall/input/_67", "Func/StatefulPartitionedCall/input/_68", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"is_training": {"b": true}, "epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/conv2/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/conv3/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/conv2/Relu", "Func/StatefulPartitionedCall/input/_71"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "Identity_18", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/conv2/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/conv3/BiasAdd", "op": "BiasAdd", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/conv3/Conv2D", "Func/StatefulPartitionedCall/input/_72"], "attr": {"data_format": {"s": "TkhXQw=="}, "T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/add", "op": "Add", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/conv3/BiasAdd", "StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/shortcut/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "Identity_19", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/conv3/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_2/bottleneck_v2/preact/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/add", "Func/StatefulPartitionedCall/input/_73", "Func/StatefulPartitionedCall/input/_74", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}}}, {"name": "Identity_16", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/add"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_2/bottleneck_v2/preact/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_2/bottleneck_v2/preact/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_2/bottleneck_v2/conv1/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_2/bottleneck_v2/preact/Relu", "Func/StatefulPartitionedCall/input/_77"], "attr": {"padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_2/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_2/bottleneck_v2/conv1/Conv2D", "Func/StatefulPartitionedCall/input/_78", "Func/StatefulPartitionedCall/input/_79", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"is_training": {"b": true}, "epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_2/bottleneck_v2/conv1/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_2/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_2/bottleneck_v2/conv2/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_2/bottleneck_v2/conv1/Relu", "Func/StatefulPartitionedCall/input/_82"], "attr": {"explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "Identity_22", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_2/bottleneck_v2/conv1/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_2/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_2/bottleneck_v2/conv2/Conv2D", "Func/StatefulPartitionedCall/input/_83", "Func/StatefulPartitionedCall/input/_84", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_2/bottleneck_v2/conv2/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_2/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_2/bottleneck_v2/conv3/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_2/bottleneck_v2/conv2/Relu", "Func/StatefulPartitionedCall/input/_87"], "attr": {"padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}}}, {"name": "Identity_23", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_2/bottleneck_v2/conv2/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_2/bottleneck_v2/conv3/BiasAdd", "op": "BiasAdd", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_2/bottleneck_v2/conv3/Conv2D", "Func/StatefulPartitionedCall/input/_88"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_2/bottleneck_v2/add", "op": "Add", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_1/bottleneck_v2/add", "StatefulPartitionedCall/resnet_v2_50/block2/unit_2/bottleneck_v2/conv3/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "Identity_24", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_2/bottleneck_v2/conv3/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_3/bottleneck_v2/preact/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_2/bottleneck_v2/add", "Func/StatefulPartitionedCall/input/_89", "Func/StatefulPartitionedCall/input/_90", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"is_training": {"b": true}, "epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "Identity_21", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_2/bottleneck_v2/add"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_3/bottleneck_v2/preact/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_3/bottleneck_v2/preact/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_3/bottleneck_v2/conv1/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_3/bottleneck_v2/preact/Relu", "Func/StatefulPartitionedCall/input/_93"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_3/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_3/bottleneck_v2/conv1/Conv2D", "Func/StatefulPartitionedCall/input/_94", "Func/StatefulPartitionedCall/input/_95", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}, "epsilon": {"f": 1.0009999641624745e-05}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_3/bottleneck_v2/conv1/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_3/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_3/bottleneck_v2/conv2/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_3/bottleneck_v2/conv1/Relu", "Func/StatefulPartitionedCall/input/_98"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "Identity_26", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_3/bottleneck_v2/conv1/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_3/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_3/bottleneck_v2/conv2/Conv2D", "Func/StatefulPartitionedCall/input/_99", "Func/StatefulPartitionedCall/input/_100", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_3/bottleneck_v2/conv2/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_3/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_3/bottleneck_v2/conv3/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_3/bottleneck_v2/conv2/Relu", "Func/StatefulPartitionedCall/input/_103"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}}}, {"name": "Identity_27", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_3/bottleneck_v2/conv2/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_3/bottleneck_v2/conv3/BiasAdd", "op": "BiasAdd", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_3/bottleneck_v2/conv3/Conv2D", "Func/StatefulPartitionedCall/input/_104"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_3/bottleneck_v2/add", "op": "Add", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_2/bottleneck_v2/add", "StatefulPartitionedCall/resnet_v2_50/block2/unit_3/bottleneck_v2/conv3/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "Identity_28", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_3/bottleneck_v2/conv3/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/shortcut/MaxPool", "op": "MaxPool", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_3/bottleneck_v2/add"], "attr": {"data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "2", "2", "1"]}}, "ksize": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/preact/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_3/bottleneck_v2/add", "Func/StatefulPartitionedCall/input/_105", "Func/StatefulPartitionedCall/input/_106", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}, "epsilon": {"f": 1.0009999641624745e-05}}}, {"name": "Identity_25", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_3/bottleneck_v2/add"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/preact/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/preact/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/conv1/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/preact/Relu", "Func/StatefulPartitionedCall/input/_109"], "attr": {"padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/conv1/Conv2D", "Func/StatefulPartitionedCall/input/_110", "Func/StatefulPartitionedCall/input/_111", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}, "epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/conv1/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/Pad", "op": "Pad", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/conv1/Relu", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/Pad/paddings"], "attr": {"Tpaddings": {"type": "DT_INT32"}, "T": {"type": "DT_FLOAT"}}}, {"name": "Identity_30", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/conv1/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/conv2/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/Pad", "Func/StatefulPartitionedCall/input/_114"], "attr": {"data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "2", "2", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "padding": {"s": "VkFMSUQ="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/conv2/Conv2D", "Func/StatefulPartitionedCall/input/_115", "Func/StatefulPartitionedCall/input/_116", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/conv2/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/conv3/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/conv2/Relu", "Func/StatefulPartitionedCall/input/_119"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}}}, {"name": "Identity_31", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/conv2/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/conv3/BiasAdd", "op": "BiasAdd", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/conv3/Conv2D", "Func/StatefulPartitionedCall/input/_120"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/add", "op": "Add", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/conv3/BiasAdd", "StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/shortcut/MaxPool"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "Identity_32", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/conv3/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/preact/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/add", "Func/StatefulPartitionedCall/input/_121", "Func/StatefulPartitionedCall/input/_122", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}, "epsilon": {"f": 1.0009999641624745e-05}}}, {"name": "Identity_29", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/add"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "Identity_15", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block2/unit_4/bottleneck_v2/add"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/preact/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/preact/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/shortcut/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/preact/Relu", "Func/StatefulPartitionedCall/input/_125"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/conv1/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/preact/Relu", "Func/StatefulPartitionedCall/input/_127"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/shortcut/BiasAdd", "op": "BiasAdd", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/shortcut/Conv2D", "Func/StatefulPartitionedCall/input/_126"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/conv1/Conv2D", "Func/StatefulPartitionedCall/input/_128", "Func/StatefulPartitionedCall/input/_129", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}}}, {"name": "Identity_38", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/shortcut/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/conv1/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/conv2/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/conv1/Relu", "Func/StatefulPartitionedCall/input/_132"], "attr": {"padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}}}, {"name": "Identity_35", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/conv1/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/conv2/Conv2D", "Func/StatefulPartitionedCall/input/_133", "Func/StatefulPartitionedCall/input/_134", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/conv2/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/conv3/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/conv2/Relu", "Func/StatefulPartitionedCall/input/_137"], "attr": {"T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "Identity_36", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/conv2/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/conv3/BiasAdd", "op": "BiasAdd", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/conv3/Conv2D", "Func/StatefulPartitionedCall/input/_138"], "attr": {"data_format": {"s": "TkhXQw=="}, "T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/add", "op": "Add", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/conv3/BiasAdd", "StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/shortcut/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "Identity_37", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/conv3/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_2/bottleneck_v2/preact/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/add", "Func/StatefulPartitionedCall/input/_139", "Func/StatefulPartitionedCall/input/_140", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}, "epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}}}, {"name": "Identity_34", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/add"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_2/bottleneck_v2/preact/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_2/bottleneck_v2/preact/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_2/bottleneck_v2/conv1/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_2/bottleneck_v2/preact/Relu", "Func/StatefulPartitionedCall/input/_143"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_2/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_2/bottleneck_v2/conv1/Conv2D", "Func/StatefulPartitionedCall/input/_144", "Func/StatefulPartitionedCall/input/_145", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_2/bottleneck_v2/conv1/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_2/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_2/bottleneck_v2/conv2/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_2/bottleneck_v2/conv1/Relu", "Func/StatefulPartitionedCall/input/_148"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}}}, {"name": "Identity_40", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_2/bottleneck_v2/conv1/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_2/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_2/bottleneck_v2/conv2/Conv2D", "Func/StatefulPartitionedCall/input/_149", "Func/StatefulPartitionedCall/input/_150", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}, "epsilon": {"f": 1.0009999641624745e-05}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_2/bottleneck_v2/conv2/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_2/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_2/bottleneck_v2/conv3/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_2/bottleneck_v2/conv2/Relu", "Func/StatefulPartitionedCall/input/_153"], "attr": {"padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}}}, {"name": "Identity_41", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_2/bottleneck_v2/conv2/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_2/bottleneck_v2/conv3/BiasAdd", "op": "BiasAdd", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_2/bottleneck_v2/conv3/Conv2D", "Func/StatefulPartitionedCall/input/_154"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_2/bottleneck_v2/add", "op": "Add", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_1/bottleneck_v2/add", "StatefulPartitionedCall/resnet_v2_50/block3/unit_2/bottleneck_v2/conv3/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "Identity_42", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_2/bottleneck_v2/conv3/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_3/bottleneck_v2/preact/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_2/bottleneck_v2/add", "Func/StatefulPartitionedCall/input/_155", "Func/StatefulPartitionedCall/input/_156", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}}}, {"name": "Identity_39", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_2/bottleneck_v2/add"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_3/bottleneck_v2/preact/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_3/bottleneck_v2/preact/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_3/bottleneck_v2/conv1/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_3/bottleneck_v2/preact/Relu", "Func/StatefulPartitionedCall/input/_159"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_3/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_3/bottleneck_v2/conv1/Conv2D", "Func/StatefulPartitionedCall/input/_160", "Func/StatefulPartitionedCall/input/_161", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_3/bottleneck_v2/conv1/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_3/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_3/bottleneck_v2/conv2/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_3/bottleneck_v2/conv1/Relu", "Func/StatefulPartitionedCall/input/_164"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}}}, {"name": "Identity_44", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_3/bottleneck_v2/conv1/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_3/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_3/bottleneck_v2/conv2/Conv2D", "Func/StatefulPartitionedCall/input/_165", "Func/StatefulPartitionedCall/input/_166", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}, "epsilon": {"f": 1.0009999641624745e-05}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_3/bottleneck_v2/conv2/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_3/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_3/bottleneck_v2/conv3/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_3/bottleneck_v2/conv2/Relu", "Func/StatefulPartitionedCall/input/_169"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}}}, {"name": "Identity_45", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_3/bottleneck_v2/conv2/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_3/bottleneck_v2/conv3/BiasAdd", "op": "BiasAdd", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_3/bottleneck_v2/conv3/Conv2D", "Func/StatefulPartitionedCall/input/_170"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_3/bottleneck_v2/add", "op": "Add", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_2/bottleneck_v2/add", "StatefulPartitionedCall/resnet_v2_50/block3/unit_3/bottleneck_v2/conv3/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "Identity_46", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_3/bottleneck_v2/conv3/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_4/bottleneck_v2/preact/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_3/bottleneck_v2/add", "Func/StatefulPartitionedCall/input/_171", "Func/StatefulPartitionedCall/input/_172", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}, "epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}}}, {"name": "Identity_43", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_3/bottleneck_v2/add"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_4/bottleneck_v2/preact/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_4/bottleneck_v2/preact/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_4/bottleneck_v2/conv1/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_4/bottleneck_v2/preact/Relu", "Func/StatefulPartitionedCall/input/_175"], "attr": {"padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_4/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_4/bottleneck_v2/conv1/Conv2D", "Func/StatefulPartitionedCall/input/_176", "Func/StatefulPartitionedCall/input/_177", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_4/bottleneck_v2/conv1/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_4/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_4/bottleneck_v2/conv2/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_4/bottleneck_v2/conv1/Relu", "Func/StatefulPartitionedCall/input/_180"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "Identity_48", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_4/bottleneck_v2/conv1/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_4/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_4/bottleneck_v2/conv2/Conv2D", "Func/StatefulPartitionedCall/input/_181", "Func/StatefulPartitionedCall/input/_182", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}, "epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_4/bottleneck_v2/conv2/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_4/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_4/bottleneck_v2/conv3/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_4/bottleneck_v2/conv2/Relu", "Func/StatefulPartitionedCall/input/_185"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "Identity_49", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_4/bottleneck_v2/conv2/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_4/bottleneck_v2/conv3/BiasAdd", "op": "BiasAdd", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_4/bottleneck_v2/conv3/Conv2D", "Func/StatefulPartitionedCall/input/_186"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_4/bottleneck_v2/add", "op": "Add", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_3/bottleneck_v2/add", "StatefulPartitionedCall/resnet_v2_50/block3/unit_4/bottleneck_v2/conv3/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "Identity_50", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_4/bottleneck_v2/conv3/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_5/bottleneck_v2/preact/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_4/bottleneck_v2/add", "Func/StatefulPartitionedCall/input/_187", "Func/StatefulPartitionedCall/input/_188", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}, "epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}}}, {"name": "Identity_47", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_4/bottleneck_v2/add"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_5/bottleneck_v2/preact/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_5/bottleneck_v2/preact/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_5/bottleneck_v2/conv1/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_5/bottleneck_v2/preact/Relu", "Func/StatefulPartitionedCall/input/_191"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_5/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_5/bottleneck_v2/conv1/Conv2D", "Func/StatefulPartitionedCall/input/_192", "Func/StatefulPartitionedCall/input/_193", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_5/bottleneck_v2/conv1/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_5/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_5/bottleneck_v2/conv2/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_5/bottleneck_v2/conv1/Relu", "Func/StatefulPartitionedCall/input/_196"], "attr": {"T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "Identity_52", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_5/bottleneck_v2/conv1/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_5/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_5/bottleneck_v2/conv2/Conv2D", "Func/StatefulPartitionedCall/input/_197", "Func/StatefulPartitionedCall/input/_198", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_5/bottleneck_v2/conv2/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_5/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_5/bottleneck_v2/conv3/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_5/bottleneck_v2/conv2/Relu", "Func/StatefulPartitionedCall/input/_201"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "Identity_53", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_5/bottleneck_v2/conv2/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_5/bottleneck_v2/conv3/BiasAdd", "op": "BiasAdd", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_5/bottleneck_v2/conv3/Conv2D", "Func/StatefulPartitionedCall/input/_202"], "attr": {"data_format": {"s": "TkhXQw=="}, "T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_5/bottleneck_v2/add", "op": "Add", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_4/bottleneck_v2/add", "StatefulPartitionedCall/resnet_v2_50/block3/unit_5/bottleneck_v2/conv3/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "Identity_54", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_5/bottleneck_v2/conv3/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/shortcut/MaxPool", "op": "MaxPool", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_5/bottleneck_v2/add"], "attr": {"ksize": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "2", "2", "1"]}}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/preact/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_5/bottleneck_v2/add", "Func/StatefulPartitionedCall/input/_203", "Func/StatefulPartitionedCall/input/_204", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}}}, {"name": "Identity_51", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_5/bottleneck_v2/add"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/preact/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/preact/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/conv1/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/preact/Relu", "Func/StatefulPartitionedCall/input/_207"], "attr": {"use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/conv1/Conv2D", "Func/StatefulPartitionedCall/input/_208", "Func/StatefulPartitionedCall/input/_209", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}, "epsilon": {"f": 1.0009999641624745e-05}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/conv1/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/Pad", "op": "Pad", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/conv1/Relu", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/Pad/paddings"], "attr": {"Tpaddings": {"type": "DT_INT32"}, "T": {"type": "DT_FLOAT"}}}, {"name": "Identity_56", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/conv1/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/conv2/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/Pad", "Func/StatefulPartitionedCall/input/_212"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "2", "2", "1"]}}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "padding": {"s": "VkFMSUQ="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/conv2/Conv2D", "Func/StatefulPartitionedCall/input/_213", "Func/StatefulPartitionedCall/input/_214", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}, "epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/conv2/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/conv3/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/conv2/Relu", "Func/StatefulPartitionedCall/input/_217"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}}}, {"name": "Identity_57", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/conv2/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/conv3/BiasAdd", "op": "BiasAdd", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/conv3/Conv2D", "Func/StatefulPartitionedCall/input/_218"], "attr": {"data_format": {"s": "TkhXQw=="}, "T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/add", "op": "Add", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/conv3/BiasAdd", "StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/shortcut/MaxPool"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "Identity_58", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/conv3/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/preact/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/add", "Func/StatefulPartitionedCall/input/_219", "Func/StatefulPartitionedCall/input/_220", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}}}, {"name": "Identity_55", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/add"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "Identity_33", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block3/unit_6/bottleneck_v2/add"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/preact/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/preact/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/shortcut/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/preact/Relu", "Func/StatefulPartitionedCall/input/_223"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/conv1/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/preact/Relu", "Func/StatefulPartitionedCall/input/_225"], "attr": {"explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/shortcut/BiasAdd", "op": "BiasAdd", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/shortcut/Conv2D", "Func/StatefulPartitionedCall/input/_224"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/conv1/Conv2D", "Func/StatefulPartitionedCall/input/_226", "Func/StatefulPartitionedCall/input/_227", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}, "epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}}}, {"name": "Identity_64", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/shortcut/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/conv1/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/conv2/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/conv1/Relu", "Func/StatefulPartitionedCall/input/_230"], "attr": {"use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}}}, {"name": "Identity_61", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/conv1/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/conv2/Conv2D", "Func/StatefulPartitionedCall/input/_231", "Func/StatefulPartitionedCall/input/_232", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/conv2/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/conv3/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/conv2/Relu", "Func/StatefulPartitionedCall/input/_235"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "Identity_62", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/conv2/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/conv3/BiasAdd", "op": "BiasAdd", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/conv3/Conv2D", "Func/StatefulPartitionedCall/input/_236"], "attr": {"data_format": {"s": "TkhXQw=="}, "T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/add", "op": "Add", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/conv3/BiasAdd", "StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/shortcut/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "Identity_63", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/conv3/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_2/bottleneck_v2/preact/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/add", "Func/StatefulPartitionedCall/input/_237", "Func/StatefulPartitionedCall/input/_238", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}}}, {"name": "Identity_60", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/add"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_2/bottleneck_v2/preact/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_2/bottleneck_v2/preact/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_2/bottleneck_v2/conv1/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_2/bottleneck_v2/preact/Relu", "Func/StatefulPartitionedCall/input/_241"], "attr": {"use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_2/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_2/bottleneck_v2/conv1/Conv2D", "Func/StatefulPartitionedCall/input/_242", "Func/StatefulPartitionedCall/input/_243", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_2/bottleneck_v2/conv1/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_2/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_2/bottleneck_v2/conv2/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_2/bottleneck_v2/conv1/Relu", "Func/StatefulPartitionedCall/input/_246"], "attr": {"padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}}}, {"name": "Identity_66", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_2/bottleneck_v2/conv1/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_2/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_2/bottleneck_v2/conv2/Conv2D", "Func/StatefulPartitionedCall/input/_247", "Func/StatefulPartitionedCall/input/_248", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}, "epsilon": {"f": 1.0009999641624745e-05}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_2/bottleneck_v2/conv2/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_2/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_2/bottleneck_v2/conv3/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_2/bottleneck_v2/conv2/Relu", "Func/StatefulPartitionedCall/input/_251"], "attr": {"data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "Identity_67", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_2/bottleneck_v2/conv2/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_2/bottleneck_v2/conv3/BiasAdd", "op": "BiasAdd", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_2/bottleneck_v2/conv3/Conv2D", "Func/StatefulPartitionedCall/input/_252"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_2/bottleneck_v2/add", "op": "Add", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_1/bottleneck_v2/add", "StatefulPartitionedCall/resnet_v2_50/block4/unit_2/bottleneck_v2/conv3/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "Identity_68", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_2/bottleneck_v2/conv3/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_3/bottleneck_v2/preact/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_2/bottleneck_v2/add", "Func/StatefulPartitionedCall/input/_253", "Func/StatefulPartitionedCall/input/_254", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"is_training": {"b": true}, "epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "Identity_65", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_2/bottleneck_v2/add"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_3/bottleneck_v2/preact/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_3/bottleneck_v2/preact/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_3/bottleneck_v2/conv1/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_3/bottleneck_v2/preact/Relu", "Func/StatefulPartitionedCall/input/_257"], "attr": {"padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_3/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_3/bottleneck_v2/conv1/Conv2D", "Func/StatefulPartitionedCall/input/_258", "Func/StatefulPartitionedCall/input/_259", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_3/bottleneck_v2/conv1/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_3/bottleneck_v2/conv1/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_3/bottleneck_v2/conv2/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_3/bottleneck_v2/conv1/Relu", "Func/StatefulPartitionedCall/input/_262"], "attr": {"padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}}}, {"name": "Identity_70", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_3/bottleneck_v2/conv1/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_3/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_3/bottleneck_v2/conv2/Conv2D", "Func/StatefulPartitionedCall/input/_263", "Func/StatefulPartitionedCall/input/_264", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "is_training": {"b": true}, "epsilon": {"f": 1.0009999641624745e-05}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_3/bottleneck_v2/conv2/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_3/bottleneck_v2/conv2/BatchNorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_3/bottleneck_v2/conv3/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_3/bottleneck_v2/conv2/Relu", "Func/StatefulPartitionedCall/input/_267"], "attr": {"padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}}}, {"name": "Identity_71", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_3/bottleneck_v2/conv2/Relu"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_3/bottleneck_v2/conv3/BiasAdd", "op": "BiasAdd", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_3/bottleneck_v2/conv3/Conv2D", "Func/StatefulPartitionedCall/input/_268"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/block4/unit_3/bottleneck_v2/add", "op": "Add", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_2/bottleneck_v2/add", "StatefulPartitionedCall/resnet_v2_50/block4/unit_3/bottleneck_v2/conv3/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "Identity_72", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_3/bottleneck_v2/conv3/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/postnorm/FusedBatchNorm", "op": "FusedBatchNorm", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_3/bottleneck_v2/add", "Func/StatefulPartitionedCall/input/_269", "Func/StatefulPartitionedCall/input/_270", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const"], "attr": {"is_training": {"b": true}, "epsilon": {"f": 1.0009999641624745e-05}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "Identity_69", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_3/bottleneck_v2/add"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "Identity_59", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/block4/unit_3/bottleneck_v2/add"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/postnorm/Relu", "op": "Relu", "input": ["StatefulPartitionedCall/resnet_v2_50/postnorm/FusedBatchNorm"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/pool5", "op": "Mean", "input": ["StatefulPartitionedCall/resnet_v2_50/postnorm/Relu", "StatefulPartitionedCall/resnet_v2_50/pool5/reduction_indices"], "attr": {"Tidx": {"type": "DT_INT32"}, "keep_dims": {"b": true}, "T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/logits/Conv2D", "op": "Conv2D", "input": ["StatefulPartitionedCall/resnet_v2_50/pool5", "Func/StatefulPartitionedCall/input/_273"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}}}, {"name": "Identity_74", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/pool5"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/logits/BiasAdd", "op": "BiasAdd", "input": ["StatefulPartitionedCall/resnet_v2_50/logits/Conv2D", "Func/StatefulPartitionedCall/input/_274"], "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/SpatialSqueeze", "op": "Squeeze", "input": ["StatefulPartitionedCall/resnet_v2_50/logits/BiasAdd"], "attr": {"squeeze_dims": {"list": {"i": ["1", "2"]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "Identity_75", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/logits/BiasAdd"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "Identity_77", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/SpatialSqueeze"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "StatefulPartitionedCall/resnet_v2_50/predictions/Softmax", "op": "Softmax", "input": ["StatefulPartitionedCall/resnet_v2_50/SpatialSqueeze"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "Identity", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/SpatialSqueeze"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "Identity_76", "op": "Identity", "input": ["StatefulPartitionedCall/resnet_v2_50/predictions/Softmax"], "attr": {"T": {"type": "DT_FLOAT"}}}], "library": {}, "versions": {"producer": 55}}, "weightsManifest": [{"paths": ["group1-shard1of25.bin", "group1-shard2of25.bin", "group1-shard3of25.bin", "group1-shard4of25.bin", "group1-shard5of25.bin", "group1-shard6of25.bin", "group1-shard7of25.bin", "group1-shard8of25.bin", "group1-shard9of25.bin", "group1-shard10of25.bin", "group1-shard11of25.bin", "group1-shard12of25.bin", "group1-shard13of25.bin", "group1-shard14of25.bin", "group1-shard15of25.bin", "group1-shard16of25.bin", "group1-shard17of25.bin", "group1-shard18of25.bin", "group1-shard19of25.bin", "group1-shard20of25.bin", "group1-shard21of25.bin", "group1-shard22of25.bin", "group1-shard23of25.bin", "group1-shard24of25.bin", "group1-shard25of25.bin"], "weights": [{"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/preact/Const", "shape": [0], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_34", "shape": [64], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_33", "shape": [64], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_32", "shape": [3, 3, 64, 64], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_29", "shape": [64], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_28", "shape": [64], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_27", "shape": [1, 1, 256, 64], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_24", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_23", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_10", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_9", "shape": [1, 1, 64, 256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_6", "shape": [64], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_5", "shape": [64], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_4", "shape": [64], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_3", "shape": [7, 7, 3, 64], "dtype": "float32"}, {"name": "StatefulPartitionedCall/resnet_v2_50/Pad/paddings", "shape": [4, 2], "dtype": "int32"}, {"name": "StatefulPartitionedCall/hub_input/Sub/y", "shape": [], "dtype": "float32"}, {"name": "StatefulPartitionedCall/hub_input/Mul/y", "shape": [], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_22", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_21", "shape": [1, 1, 64, 256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_18", "shape": [64], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_17", "shape": [64], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_16", "shape": [3, 3, 64, 64], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_13", "shape": [64], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_12", "shape": [64], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_11", "shape": [1, 1, 64, 64], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_274", "shape": [1001], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_273", "shape": [1, 1, 2048, 1001], "dtype": "float32"}, {"name": "StatefulPartitionedCall/resnet_v2_50/pool5/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "Func/StatefulPartitionedCall/input/_270", "shape": [2048], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_269", "shape": [2048], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_268", "shape": [2048], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_267", "shape": [1, 1, 512, 2048], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_264", "shape": [512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_263", "shape": [512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_262", "shape": [3, 3, 512, 512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_259", "shape": [512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_258", "shape": [512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_257", "shape": [1, 1, 2048, 512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_254", "shape": [2048], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_253", "shape": [2048], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_252", "shape": [2048], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_251", "shape": [1, 1, 512, 2048], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_248", "shape": [512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_247", "shape": [512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_246", "shape": [3, 3, 512, 512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_243", "shape": [512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_242", "shape": [512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_241", "shape": [1, 1, 2048, 512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_238", "shape": [2048], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_237", "shape": [2048], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_224", "shape": [2048], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_223", "shape": [1, 1, 1024, 2048], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_220", "shape": [1024], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_219", "shape": [1024], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_202", "shape": [1024], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_201", "shape": [1, 1, 256, 1024], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_198", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_197", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_196", "shape": [3, 3, 256, 256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_193", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_192", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_191", "shape": [1, 1, 1024, 256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_188", "shape": [1024], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_187", "shape": [1024], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_186", "shape": [1024], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_185", "shape": [1, 1, 256, 1024], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_182", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_181", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_180", "shape": [3, 3, 256, 256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_177", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_176", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_175", "shape": [1, 1, 1024, 256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_172", "shape": [1024], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_171", "shape": [1024], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_170", "shape": [1024], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_169", "shape": [1, 1, 256, 1024], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_166", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_165", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_164", "shape": [3, 3, 256, 256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_161", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_160", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_159", "shape": [1, 1, 1024, 256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_156", "shape": [1024], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_155", "shape": [1024], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_154", "shape": [1024], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_153", "shape": [1, 1, 256, 1024], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_150", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_149", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_148", "shape": [3, 3, 256, 256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_145", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_144", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_143", "shape": [1, 1, 1024, 256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_140", "shape": [1024], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_139", "shape": [1024], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_126", "shape": [1024], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_125", "shape": [1, 1, 512, 1024], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_122", "shape": [512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_121", "shape": [512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_104", "shape": [512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_103", "shape": [1, 1, 128, 512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_100", "shape": [128], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_99", "shape": [128], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_98", "shape": [3, 3, 128, 128], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_95", "shape": [128], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_94", "shape": [128], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_93", "shape": [1, 1, 512, 128], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_90", "shape": [512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_89", "shape": [512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_88", "shape": [512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_87", "shape": [1, 1, 128, 512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_84", "shape": [128], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_83", "shape": [128], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_82", "shape": [3, 3, 128, 128], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_79", "shape": [128], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_78", "shape": [128], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_77", "shape": [1, 1, 512, 128], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_74", "shape": [512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_73", "shape": [512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_60", "shape": [512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_59", "shape": [1, 1, 256, 512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_56", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_55", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_38", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_37", "shape": [1, 1, 64, 256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_54", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_53", "shape": [1, 1, 64, 256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_50", "shape": [64], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_49", "shape": [64], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_48", "shape": [3, 3, 64, 64], "dtype": "float32"}, {"name": "StatefulPartitionedCall/resnet_v2_50/block1/unit_3/bottleneck_v2/Pad/paddings", "shape": [4, 2], "dtype": "int32"}, {"name": "Func/StatefulPartitionedCall/input/_45", "shape": [64], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_44", "shape": [64], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_43", "shape": [1, 1, 256, 64], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_40", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_39", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_72", "shape": [512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_71", "shape": [1, 1, 128, 512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_68", "shape": [128], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_67", "shape": [128], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_66", "shape": [3, 3, 128, 128], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_63", "shape": [128], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_62", "shape": [128], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_61", "shape": [1, 1, 256, 128], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_120", "shape": [512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_119", "shape": [1, 1, 128, 512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_116", "shape": [128], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_115", "shape": [128], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_114", "shape": [3, 3, 128, 128], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_111", "shape": [128], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_110", "shape": [128], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_109", "shape": [1, 1, 512, 128], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_106", "shape": [512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_105", "shape": [512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_138", "shape": [1024], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_137", "shape": [1, 1, 256, 1024], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_134", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_133", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_132", "shape": [3, 3, 256, 256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_129", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_128", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_127", "shape": [1, 1, 512, 256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_218", "shape": [1024], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_217", "shape": [1, 1, 256, 1024], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_214", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_213", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_212", "shape": [3, 3, 256, 256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_209", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_208", "shape": [256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_207", "shape": [1, 1, 1024, 256], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_204", "shape": [1024], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_203", "shape": [1024], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_236", "shape": [2048], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_235", "shape": [1, 1, 512, 2048], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_232", "shape": [512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_231", "shape": [512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_230", "shape": [3, 3, 512, 512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_227", "shape": [512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_226", "shape": [512], "dtype": "float32"}, {"name": "Func/StatefulPartitionedCall/input/_225", "shape": [1, 1, 1024, 512], "dtype": "float32"}]}]}