schisandra-cloud-album-front/public/tfjs/anime_classifier/model.json

{"format": "graph-model", "generatedBy": "2.18.0", "convertedBy": "TensorFlow.js Converter v3.18.0", "signature": {"inputs": {"input": {"name": "input:0", "dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "224"}, {"size": "224"}, {"size": "3"}]}}}, "outputs": {"output": {"name": "Identity:0", "dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "2"}]}}}}, "modelTopology": {"node": [{"name": "unknown_341", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_29/Mean/reduction_indices", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}, "dtype": {"type": "DT_INT32"}}}, {"name": "unknown_336", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_337", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_338", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_339", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_332", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1536"}]}}}}}, {"name": "unknown_333", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}}}, {"name": "unknown_334", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "1536"}, {"size": "1"}]}}}}}, {"name": "unknown_335", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_340", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_331", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_28/Mean/reduction_indices", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}, "dtype": {"type": "DT_INT32"}}}, {"name": "unknown_326", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_327", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_328", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_329", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_322", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_323", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}}}, {"name": "unknown_324", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "1536"}, {"size": "1"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_325", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}}}, {"name": "unknown_330", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "256"}]}}}}}, {"name": "unknown_321", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_27/Mean/reduction_indices", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}, "dtype": {"type": "DT_INT32"}}}, {"name": "unknown_316", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_317", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_318", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_319", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_312", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_313", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_314", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "1536"}, {"size": "1"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_315", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_320", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_311", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_26/Mean/reduction_indices", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}, "dtype": {"type": "DT_INT32"}}}, {"name": "unknown_306", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_307", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}}}, {"name": "unknown_308", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_309", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}}}, {"name": "unknown_302", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_303", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}}}, {"name": "unknown_304", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "1536"}, {"size": "1"}]}}}}}, {"name": "unknown_305", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}}}, {"name": "unknown_310", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_301", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_25/Mean/reduction_indices", "op": "Const", "attr": {"dtype": {"type": "DT_INT32"}, "value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}}}, {"name": "unknown_296", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_297", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_298", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "1536"}]}}}}}, {"name": "unknown_299", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}}}, {"name": "unknown_292", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_293", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_294", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "1536"}, {"size": "1"}]}}}}}, {"name": "unknown_295", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}}}, {"name": "unknown_300", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "256"}]}}}}}, {"name": "unknown_291", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_24/Mean/reduction_indices", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}, "dtype": {"type": "DT_INT32"}}}, {"name": "unknown_286", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "64"}]}}}}}, {"name": "unknown_287", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_288", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "1536"}]}}}}}, {"name": "unknown_289", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_282", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1536"}]}}}}}, {"name": "unknown_283", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_284", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "1536"}, {"size": "1"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_285", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}}}, {"name": "unknown_290", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_281", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_23/Mean/reduction_indices", "op": "Const", "attr": {"dtype": {"type": "DT_INT32"}, "value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}}}, {"name": "unknown_276", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "64"}]}}}}}, {"name": "unknown_277", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_278", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_279", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}}}, {"name": "unknown_272", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1536"}]}}}}}, {"name": "unknown_273", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}}}, {"name": "unknown_274", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "1536"}, {"size": "1"}]}}}}}, {"name": "unknown_275", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_280", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "256"}]}}}}}, {"name": "unknown_271", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_22/Mean/reduction_indices", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}, "dtype": {"type": "DT_INT32"}}}, {"name": "unknown_266", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "64"}]}}}}}, {"name": "unknown_267", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_268", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "1536"}]}}}}}, {"name": "unknown_269", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_262", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_263", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_264", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "1536"}, {"size": "1"}]}}}}}, {"name": "unknown_265", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_270", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "256"}]}}}}}, {"name": "unknown_261", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_21/Mean/reduction_indices", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}, "dtype": {"type": "DT_INT32"}}}, {"name": "unknown_256", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_257", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}}}, {"name": "unknown_258", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_259", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_252", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1536"}]}}}}}, {"name": "unknown_253", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}}}, {"name": "unknown_254", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "1536"}, {"size": "1"}]}}}}}, {"name": "unknown_255", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}}}, {"name": "unknown_260", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "256"}]}}}}}, {"name": "unknown_251", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_20/Mean/reduction_indices", "op": "Const", "attr": {"dtype": {"type": "DT_INT32"}, "value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}}}, {"name": "unknown_246", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_247", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}}}, {"name": "unknown_248", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_249", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_242", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_243", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_244", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "1536"}, {"size": "1"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_245", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_250", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "256"}]}}}}}, {"name": "unknown_241", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_19/Mean/reduction_indices", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}, "dtype": {"type": "DT_INT32"}}}, {"name": "unknown_236", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "64"}]}}}}}, {"name": "unknown_237", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}}}, {"name": "unknown_238", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "1536"}]}}}}}, {"name": "unknown_239", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_232", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_233", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}}}, {"name": "unknown_234", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "1536"}, {"size": "1"}]}}}}}, {"name": "unknown_235", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}}}, {"name": "unknown_240", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_231", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_18/Mean/reduction_indices", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}, "dtype": {"type": "DT_INT32"}}}, {"name": "unknown_226", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "64"}]}}}}}, {"name": "unknown_227", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}}}, {"name": "unknown_228", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "1536"}]}}}}}, {"name": "unknown_229", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}}}, {"name": "unknown_222", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_223", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_224", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "1536"}, {"size": "1"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_225", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_230", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "256"}]}}}}}, {"name": "unknown_221", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_17/Mean/reduction_indices", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}, "dtype": {"type": "DT_INT32"}}}, {"name": "unknown_216", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_217", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_218", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "1536"}]}}}}}, {"name": "unknown_219", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}}}, {"name": "unknown_212", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1536"}]}}}}}, {"name": "unknown_213", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}}}, {"name": "unknown_214", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "1536"}, {"size": "1"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_215", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}}}, {"name": "unknown_220", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "256"}]}}}}}, {"name": "unknown_211", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_16/Mean/reduction_indices", "op": "Const", "attr": {"dtype": {"type": "DT_INT32"}, "value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}}}, {"name": "unknown_206", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "64"}]}}}}}, {"name": "unknown_207", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_208", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_209", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_202", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1536"}]}}}}}, {"name": "unknown_203", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_204", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "1536"}, {"size": "1"}]}}}}}, {"name": "unknown_205", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1536"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_210", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_15/Mean/reduction_indices", "op": "Const", "attr": {"dtype": {"type": "DT_INT32"}, "value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}}}, {"name": "unknown_196", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "40"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_197", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "40"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_198", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "40"}, {"size": "960"}]}}}}}, {"name": "unknown_199", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "960"}]}}}}}, {"name": "unknown_190", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "160"}]}}}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_14/Mean/reduction_indices", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}, "dtype": {"type": "DT_INT32"}}}, {"name": "unknown_185", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "40"}]}}}}}, {"name": "unknown_186", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "40"}]}}}}}, {"name": "unknown_187", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "40"}, {"size": "960"}]}}}}}, {"name": "unknown_188", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "960"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_181", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "160"}, {"size": "960"}]}}}}}, {"name": "unknown_182", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "960"}]}}}}}, {"name": "unknown_183", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "960"}, {"size": "1"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_184", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "960"}]}}}}}, {"name": "unknown_189", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "160"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_180", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "160"}]}}}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_13/Mean/reduction_indices", "op": "Const", "attr": {"dtype": {"type": "DT_INT32"}, "value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}}}, {"name": "unknown_175", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "40"}]}}}}}, {"name": "unknown_176", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "40"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_177", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "40"}, {"size": "960"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_178", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "960"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_171", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "160"}, {"size": "960"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_172", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "960"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_173", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "960"}, {"size": "1"}]}}}}}, {"name": "unknown_174", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "960"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_179", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "160"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_170", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "160"}]}}}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_12/Mean/reduction_indices", "op": "Const", "attr": {"dtype": {"type": "DT_INT32"}, "value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}}}, {"name": "unknown_165", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "40"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_166", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "40"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_167", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "40"}, {"size": "960"}]}}}}}, {"name": "unknown_168", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "960"}]}}}}}, {"name": "unknown_161", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "160"}, {"size": "960"}]}}}}}, {"name": "unknown_162", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "960"}]}}}}}, {"name": "unknown_163", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "960"}, {"size": "1"}]}}}}}, {"name": "unknown_164", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "960"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_169", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "160"}]}}}}}, {"name": "unknown_160", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "160"}]}}}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_11/Mean/reduction_indices", "op": "Const", "attr": {"dtype": {"type": "DT_INT32"}, "value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}}}, {"name": "unknown_155", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "40"}]}}}}}, {"name": "unknown_156", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "40"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_157", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "40"}, {"size": "960"}]}}}}}, {"name": "unknown_158", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "960"}]}}}}}, {"name": "unknown_151", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "160"}, {"size": "960"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_152", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "960"}]}}}}}, {"name": "unknown_153", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "960"}, {"size": "1"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_154", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "960"}]}}}}}, {"name": "unknown_159", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "160"}]}}}}}, {"name": "unknown_150", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "160"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_10/Mean/reduction_indices", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}, "dtype": {"type": "DT_INT32"}}}, {"name": "unknown_145", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "40"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_146", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "40"}]}}}}}, {"name": "unknown_147", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "40"}, {"size": "960"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_148", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "960"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_141", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "160"}, {"size": "960"}]}}}}}, {"name": "unknown_142", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "960"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_143", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "960"}, {"size": "1"}]}}}}}, {"name": "unknown_144", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "960"}]}}}}}, {"name": "unknown_149", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "160"}]}}}}}, {"name": "unknown_140", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "160"}]}}}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_9/Mean/reduction_indices", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}, "dtype": {"type": "DT_INT32"}}}, {"name": "unknown_135", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "40"}]}}}}}, {"name": "unknown_136", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "40"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_137", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "40"}, {"size": "960"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_138", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "960"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_131", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "160"}, {"size": "960"}]}}}}}, {"name": "unknown_132", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "960"}]}}}}}, {"name": "unknown_133", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "960"}, {"size": "1"}]}}}}}, {"name": "unknown_134", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "960"}]}}}}}, {"name": "unknown_139", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "160"}]}}}}}, {"name": "unknown_130", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "160"}]}}}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_8/Mean/reduction_indices", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}, "dtype": {"type": "DT_INT32"}}}, {"name": "unknown_125", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "40"}]}}}}}, {"name": "unknown_126", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "40"}]}}}}}, {"name": "unknown_127", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "40"}, {"size": "960"}]}}}}}, {"name": "unknown_128", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "960"}]}}}}}, {"name": "unknown_121", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "160"}, {"size": "960"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_122", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "960"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_123", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "960"}, {"size": "1"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_124", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "960"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_129", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "160"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_120", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "160"}]}}}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_7/Mean/reduction_indices", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}, "dtype": {"type": "DT_INT32"}}}, {"name": "unknown_115", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "40"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_116", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "40"}]}}}}}, {"name": "unknown_117", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "40"}, {"size": "960"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_118", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "960"}]}}}}}, {"name": "unknown_111", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "160"}, {"size": "960"}]}}}}}, {"name": "unknown_112", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "960"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_113", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "960"}, {"size": "1"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_114", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "960"}]}}}}}, {"name": "unknown_119", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "160"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_6/Mean/reduction_indices", "op": "Const", "attr": {"dtype": {"type": "DT_INT32"}, "value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}}}, {"name": "unknown_105", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "768"}, {"size": "32"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_106", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "32"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_107", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "32"}, {"size": "768"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_108", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "768"}]}}}}}, {"name": "unknown_100", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "128"}]}}}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_5/Mean/reduction_indices", "op": "Const", "attr": {"dtype": {"type": "DT_INT32"}, "value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}}}, {"name": "unknown_95", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "512"}, {"size": "32"}]}}}}}, {"name": "unknown_96", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "32"}]}}}}}, {"name": "unknown_97", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "32"}, {"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_98", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_91", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "128"}, {"size": "512"}]}}}}}, {"name": "unknown_92", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}}}, {"name": "unknown_93", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "512"}, {"size": "1"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_94", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_99", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "512"}, {"size": "128"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_90", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "128"}]}}}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_4/Mean/reduction_indices", "op": "Const", "attr": {"dtype": {"type": "DT_INT32"}, "value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}}}, {"name": "unknown_85", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "512"}, {"size": "32"}]}}}}}, {"name": "unknown_86", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "32"}]}}}}}, {"name": "unknown_87", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "32"}, {"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_88", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_81", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "128"}, {"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_82", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_83", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "512"}, {"size": "1"}]}}}}}, {"name": "unknown_84", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_89", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "512"}, {"size": "128"}]}}}}}, {"name": "unknown_80", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "128"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_3/Mean/reduction_indices", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}, "dtype": {"type": "DT_INT32"}}}, {"name": "unknown_75", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "512"}, {"size": "32"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_76", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "32"}]}}}}}, {"name": "unknown_77", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "32"}, {"size": "512"}]}}}}}, {"name": "unknown_78", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}}}, {"name": "unknown_71", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "128"}, {"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_72", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}}}, {"name": "unknown_73", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "512"}, {"size": "1"}]}}}}}, {"name": "unknown_74", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}}}, {"name": "unknown_79", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "512"}, {"size": "128"}]}}}}}, {"name": "unknown_70", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "128"}]}}}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_2/Mean/reduction_indices", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}, "dtype": {"type": "DT_INT32"}}}, {"name": "unknown_65", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "512"}, {"size": "32"}]}}}}}, {"name": "unknown_66", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "32"}]}}}}}, {"name": "unknown_67", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "32"}, {"size": "512"}]}}}}}, {"name": "unknown_68", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_61", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "128"}, {"size": "512"}]}}}}}, {"name": "unknown_62", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_63", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "512"}, {"size": "1"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_64", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_69", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "512"}, {"size": "128"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_60", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "128"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_1/Mean/reduction_indices", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}, "dtype": {"type": "DT_INT32"}}}, {"name": "unknown_55", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "512"}, {"size": "32"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_56", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "32"}]}}}}}, {"name": "unknown_57", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "32"}, {"size": "512"}]}}}}}, {"name": "unknown_58", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}}}, {"name": "unknown_51", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "128"}, {"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_52", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_53", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "512"}, {"size": "1"}]}}}}}, {"name": "unknown_54", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "512"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_59", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "512"}, {"size": "128"}]}}}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean/Mean/reduction_indices", "op": "Const", "attr": {"dtype": {"type": "DT_INT32"}, "value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}}}, {"name": "unknown_45", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "16"}]}}}}}, {"name": "unknown_46", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "16"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_47", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "16"}, {"size": "256"}]}}}}}, {"name": "unknown_48", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_39", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_36", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "64"}, {"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_37", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_38", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_35", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}}}, {"name": "unknown_32", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "64"}, {"size": "256"}]}}}}}, {"name": "unknown_33", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}}}, {"name": "unknown_34", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_31", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}}}, {"name": "unknown_28", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "64"}, {"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_29", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}}}, {"name": "unknown_30", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "64"}]}}}}}, {"name": "unknown_22", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "48"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_19", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "48"}, {"size": "192"}]}}}}}, {"name": "unknown_20", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "192"}]}}}}}, {"name": "unknown_21", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "192"}, {"size": "48"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_18", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "48"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_15", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "48"}, {"size": "192"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_16", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "192"}]}}}}}, {"name": "unknown_17", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "192"}, {"size": "48"}]}}}}}, {"name": "unknown_14", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "48"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_11", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "48"}, {"size": "192"}]}}}}}, {"name": "unknown_12", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "192"}]}}}}}, {"name": "unknown_13", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "192"}, {"size": "48"}]}}}}}, {"name": "unknown_4", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "24"}, {"size": "24"}]}}}}}, {"name": "unknown_5", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "24"}]}}}}}, {"name": "unknown_2", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "24"}, {"size": "24"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_3", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "24"}]}}}}}, {"name": "unknown", "op": "Const", "attr": {"dtype": {"type": "DT_INT32"}, "value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "4"}, {"size": "2"}]}}}}}, {"name": "unknown_0", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "3"}, {"size": "24"}]}}}}}, {"name": "unknown_1", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "24"}]}}}}}, {"name": "unknown_6", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "4"}, {"size": "2"}]}}}, "dtype": {"type": "DT_INT32"}}}, {"name": "unknown_7", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "24"}, {"size": "96"}]}}}}}, {"name": "unknown_8", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "96"}]}}}}}, {"name": "unknown_9", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "96"}, {"size": "48"}]}}}}}, {"name": "unknown_10", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "48"}]}}}}}, {"name": "unknown_23", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "4"}, {"size": "2"}]}}}, "dtype": {"type": "DT_INT32"}}}, {"name": "unknown_24", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "48"}, {"size": "192"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_25", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "192"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_26", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "192"}, {"size": "64"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_27", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "64"}]}}}}}, {"name": "unknown_40", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_41", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}}}, {"name": "unknown_42", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "4"}, {"size": "2"}]}}}, "dtype": {"type": "DT_INT32"}}}, {"name": "unknown_43", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "256"}, {"size": "1"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_44", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}}}, {"name": "unknown_49", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "128"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_50", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "128"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_101", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "128"}, {"size": "768"}]}}}}}, {"name": "unknown_102", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "768"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_103", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "768"}, {"size": "1"}]}}}}}, {"name": "unknown_104", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "768"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_109", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "768"}, {"size": "160"}]}}}}}, {"name": "unknown_110", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "160"}]}}}}}, {"name": "unknown_191", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "160"}, {"size": "960"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_192", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "960"}]}}}}}, {"name": "unknown_193", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "4"}, {"size": "2"}]}}}, "dtype": {"type": "DT_INT32"}}}, {"name": "unknown_194", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "3"}, {"size": "3"}, {"size": "960"}, {"size": "1"}]}}}}}, {"name": "unknown_195", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "960"}]}}}}}, {"name": "unknown_200", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "256"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_201", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "256"}]}}}}}, {"name": "unknown_342", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1280"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_343", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1280"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_30/Mean/reduction_indices", "op": "Const", "attr": {"dtype": {"type": "DT_INT32"}, "value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}}}, {"name": "PartitionedCall/model/tf.compat.v1.transpose/transpose/perm", "op": "Const", "attr": {"dtype": {"type": "DT_INT32"}, "value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "4"}]}}}}}, {"name": "PartitionedCall/model/tf.reshape/Reshape/shape", "op": "Const", "attr": {"dtype": {"type": "DT_INT32"}, "value": {"tensor": {"dtype": "DT_INT32", "tensorShape": {"dim": [{"size": "2"}]}}}}}, {"name": "unknown_344", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1280"}, {"size": "1000"}]}}}}}, {"name": "unknown_346", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1000"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_347", "op": "Const", "attr": {"value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "1000"}, {"size": "2"}]}}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "unknown_349", "op": "Const", "attr": {"dtype": {"type": "DT_FLOAT"}, "value": {"tensor": {"dtype": "DT_FLOAT", "tensorShape": {"dim": [{"size": "2"}]}}}}}, {"name": "input", "op": "Placeholder", "attr": {"shape": {"shape": {"dim": [{"size": "1"}, {"size": "224"}, {"size": "224"}, {"size": "3"}]}}, "dtype": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.pad/Pad", "op": "Pad", "input": ["input", "unknown"], "attr": {"T": {"type": "DT_FLOAT"}, "Tpaddings": {"type": "DT_INT32"}}}, {"name": "PartitionedCall/model/tf.nn.convolution/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.compat.v1.pad/Pad", "unknown_0"], "device": "/device:CPU:0", "attr": {"use_cudnn_on_gpu": {"b": true}, "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": {}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-14"}, {"size": "-15"}, {"size": "-13"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "3"}, {"size": "24"}]}]}}, "padding": {"s": "VkFMSUQ="}}}, {"name": "PartitionedCall/model/tf.math.add/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution/convolution", "unknown_1"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-16"}, {"size": "-17"}, {"size": "24"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_2/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add/Add", "PartitionedCall/model/tf.math.sigmoid/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_1/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_2/Mul", "unknown_2"], "device": "/device:CPU:0", "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-16"}, {"size": "-17"}, {"size": "24"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "24"}, {"size": "24"}]}]}}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "explicit_paddings": {"list": {}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_1/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_1/convolution", "unknown_3"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_1/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_1/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-16"}, {"size": "-17"}, {"size": "24"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_5/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_1/Add", "PartitionedCall/model/tf.math.sigmoid_1/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.add_2/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.math.multiply_5/Mul", "PartitionedCall/model/tf.math.multiply_2/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_2/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_2/Add", "unknown_4"], "device": "/device:CPU:0", "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-16"}, {"size": "-17"}, {"size": "24"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "24"}, {"size": "24"}]}]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "data_format": {"s": "TkhXQw=="}, "padding": {"s": "U0FNRQ=="}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_3/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_2/convolution", "unknown_5"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_2/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_3/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-16"}, {"size": "-17"}, {"size": "24"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_10/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_3/Add", "PartitionedCall/model/tf.math.sigmoid_2/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.add_4/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.math.multiply_10/Mul", "PartitionedCall/model/tf.math.add_2/Add"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.pad_1/Pad", "op": "Pad", "input": ["PartitionedCall/model/tf.math.add_4/Add", "unknown_6"], "attr": {"T": {"type": "DT_FLOAT"}, "Tpaddings": {"type": "DT_INT32"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_3/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.compat.v1.pad_1/Pad", "unknown_7"], "device": "/device:CPU:0", "attr": {"explicit_paddings": {"list": {}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-18"}, {"size": "-19"}, {"size": "24"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "24"}, {"size": "96"}]}]}}, "use_cudnn_on_gpu": {"b": true}, "T": {"type": "DT_FLOAT"}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "padding": {"s": "VkFMSUQ="}, "strides": {"list": {"i": ["1", "2", "2", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_5/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_3/convolution", "unknown_8"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_3/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_5/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-3"}, {"size": "-4"}, {"size": "96"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_15/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_5/Add", "PartitionedCall/model/tf.math.sigmoid_3/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_4/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_15/Mul", "unknown_9"], "device": "/device:CPU:0", "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-3"}, {"size": "-4"}, {"size": "96"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "96"}, {"size": "48"}]}]}}, "padding": {"s": "U0FNRQ=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_6/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_4/convolution", "unknown_10"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_5/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_6/Add", "unknown_11"], "device": "/device:CPU:0", "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-3"}, {"size": "-4"}, {"size": "48"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "48"}, {"size": "192"}]}]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "T": {"type": "DT_FLOAT"}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_7/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_5/convolution", "unknown_12"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_4/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_7/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-3"}, {"size": "-4"}, {"size": "192"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_18/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_7/Add", "PartitionedCall/model/tf.math.sigmoid_4/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_6/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_18/Mul", "unknown_13"], "device": "/device:CPU:0", "attr": {"data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "T": {"type": "DT_FLOAT"}, "explicit_paddings": {"list": {}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-3"}, {"size": "-4"}, {"size": "192"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "192"}, {"size": "48"}]}]}}, "use_cudnn_on_gpu": {"b": true}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_9/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_6/convolution", "PartitionedCall/model/tf.math.add_6/Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}, "N": {"i": "2"}}}, {"name": "PartitionedCall/model/tf.math.add_9/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_14", "PartitionedCall/model/tf.math.add_9/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}}}, {"name": "PartitionedCall/model/tf.nn.convolution_7/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_9/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_15"], "device": "/device:CPU:0", "attr": {"use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-3"}, {"size": "-4"}, {"size": "48"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "48"}, {"size": "192"}]}]}}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.add_10/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_7/convolution", "unknown_16"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_5/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_10/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-3"}, {"size": "-4"}, {"size": "192"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_23/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_10/Add", "PartitionedCall/model/tf.math.sigmoid_5/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_8/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_23/Mul", "unknown_17"], "device": "/device:CPU:0", "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-3"}, {"size": "-4"}, {"size": "192"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "192"}, {"size": "48"}]}]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "T": {"type": "DT_FLOAT"}, "explicit_paddings": {"list": {}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_12/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_8/convolution", "PartitionedCall/model/tf.math.add_9/ArithmeticOptimizer/AddOpsRewrite_Add"], "attr": {"N": {"i": "2"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.add_12/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_18", "PartitionedCall/model/tf.math.add_12/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}}}, {"name": "PartitionedCall/model/tf.nn.convolution_9/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_12/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_19"], "device": "/device:CPU:0", "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-3"}, {"size": "-4"}, {"size": "48"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "48"}, {"size": "192"}]}]}}, "data_format": {"s": "TkhXQw=="}, "T": {"type": "DT_FLOAT"}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_13/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_9/convolution", "unknown_20"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_6/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_13/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-3"}, {"size": "-4"}, {"size": "192"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_28/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_13/Add", "PartitionedCall/model/tf.math.sigmoid_6/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_10/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_28/Mul", "unknown_21"], "device": "/device:CPU:0", "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-3"}, {"size": "-4"}, {"size": "192"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "192"}, {"size": "48"}]}]}}, "padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "data_format": {"s": "TkhXQw=="}}}, {"name": "PartitionedCall/model/tf.math.add_15/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_10/convolution", "PartitionedCall/model/tf.math.add_12/ArithmeticOptimizer/AddOpsRewrite_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}, "N": {"i": "2"}}}, {"name": "PartitionedCall/model/tf.math.add_15/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_22", "PartitionedCall/model/tf.math.add_15/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.pad_2/Pad", "op": "Pad", "input": ["PartitionedCall/model/tf.math.add_15/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_23"], "attr": {"T": {"type": "DT_FLOAT"}, "Tpaddings": {"type": "DT_INT32"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_11/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.compat.v1.pad_2/Pad", "unknown_24"], "device": "/device:CPU:0", "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "VkFMSUQ="}, "use_cudnn_on_gpu": {"b": true}, "strides": {"list": {"i": ["1", "2", "2", "1"]}}, "T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-20"}, {"size": "-21"}, {"size": "48"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "48"}, {"size": "192"}]}]}}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_16/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_11/convolution", "unknown_25"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_7/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_16/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-5"}, {"size": "-6"}, {"size": "192"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_33/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_16/Add", "PartitionedCall/model/tf.math.sigmoid_7/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_12/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_33/Mul", "unknown_26"], "device": "/device:CPU:0", "attr": {"explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-5"}, {"size": "-6"}, {"size": "192"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "192"}, {"size": "64"}]}]}}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}}}, {"name": "PartitionedCall/model/tf.math.add_17/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_12/convolution", "unknown_27"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_13/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_17/Add", "unknown_28"], "device": "/device:CPU:0", "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-5"}, {"size": "-6"}, {"size": "64"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "64"}, {"size": "256"}]}]}}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "T": {"type": "DT_FLOAT"}, "explicit_paddings": {"list": {}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "PartitionedCall/model/tf.math.add_18/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_13/convolution", "unknown_29"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_8/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_18/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-5"}, {"size": "-6"}, {"size": "256"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_36/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_18/Add", "PartitionedCall/model/tf.math.sigmoid_8/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_14/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_36/Mul", "unknown_30"], "device": "/device:CPU:0", "attr": {"use_cudnn_on_gpu": {"b": true}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-5"}, {"size": "-6"}, {"size": "256"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "64"}]}]}}, "explicit_paddings": {"list": {}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_20/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_14/convolution", "PartitionedCall/model/tf.math.add_17/Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}, "N": {"i": "2"}}}, {"name": "PartitionedCall/model/tf.math.add_20/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_31", "PartitionedCall/model/tf.math.add_20/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_15/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_20/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_32"], "device": "/device:CPU:0", "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-5"}, {"size": "-6"}, {"size": "64"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "64"}, {"size": "256"}]}]}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_21/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_15/convolution", "unknown_33"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_9/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_21/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-5"}, {"size": "-6"}, {"size": "256"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_41/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_21/Add", "PartitionedCall/model/tf.math.sigmoid_9/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_16/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_41/Mul", "unknown_34"], "device": "/device:CPU:0", "attr": {"use_cudnn_on_gpu": {"b": true}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-5"}, {"size": "-6"}, {"size": "256"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "64"}]}]}}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_23/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_16/convolution", "PartitionedCall/model/tf.math.add_20/ArithmeticOptimizer/AddOpsRewrite_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "N": {"i": "2"}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.add_23/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_35", "PartitionedCall/model/tf.math.add_23/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}}}, {"name": "PartitionedCall/model/tf.nn.convolution_17/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_23/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_36"], "device": "/device:CPU:0", "attr": {"strides": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "T": {"type": "DT_FLOAT"}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-5"}, {"size": "-6"}, {"size": "64"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "64"}, {"size": "256"}]}]}}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_24/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_17/convolution", "unknown_37"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_10/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_24/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-5"}, {"size": "-6"}, {"size": "256"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_46/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_24/Add", "PartitionedCall/model/tf.math.sigmoid_10/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_18/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_46/Mul", "unknown_38"], "device": "/device:CPU:0", "attr": {"strides": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "T": {"type": "DT_FLOAT"}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-5"}, {"size": "-6"}, {"size": "256"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "64"}]}]}}, "use_cudnn_on_gpu": {"b": true}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_26/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_18/convolution", "PartitionedCall/model/tf.math.add_23/ArithmeticOptimizer/AddOpsRewrite_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}, "N": {"i": "2"}}}, {"name": "PartitionedCall/model/tf.math.add_26/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_39", "PartitionedCall/model/tf.math.add_26/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_19/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_26/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_40"], "device": "/device:CPU:0", "attr": {"use_cudnn_on_gpu": {"b": true}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-5"}, {"size": "-6"}, {"size": "64"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "256"}]}]}}, "explicit_paddings": {"list": {}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "PartitionedCall/model/tf.math.add_27/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_19/convolution", "unknown_41"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_11/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_27/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-5"}, {"size": "-6"}, {"size": "256"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_51/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_27/Add", "PartitionedCall/model/tf.math.sigmoid_11/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.pad_3/Pad", "op": "Pad", "input": ["PartitionedCall/model/tf.math.multiply_51/Mul", "unknown_42"], "attr": {"Tpaddings": {"type": "DT_INT32"}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d/depthwise", "op": "DepthwiseConv2dNative", "input": ["PartitionedCall/model/tf.compat.v1.pad_3/Pad", "unknown_43"], "attr": {"explicit_paddings": {"list": {}}, "data_format": {"s": "TkhXQw=="}, "T": {"type": "DT_FLOAT"}, "padding": {"s": "VkFMSUQ="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-22"}, {"size": "-23"}, {"size": "256"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "256"}, {"size": "1"}]}]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "strides": {"list": {"i": ["1", "2", "2", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_28/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d/depthwise", "unknown_44"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_12/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_28/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "256"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_54/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_28/Add", "PartitionedCall/model/tf.math.sigmoid_12/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_54/Mul", "PartitionedCall/model/tf.math.reduce_mean/Mean/reduction_indices"], "attr": {"Tidx": {"type": "DT_INT32"}, "T": {"type": "DT_FLOAT"}, "keep_dims": {"b": true}}}, {"name": "PartitionedCall/model/tf.nn.convolution_20/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.reduce_mean/Mean", "unknown_45"], "device": "/device:CPU:0", "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "256"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "16"}]}]}}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "explicit_paddings": {"list": {}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_29/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_20/convolution", "unknown_46"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_13/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_29/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "16"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_57/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_29/Add", "PartitionedCall/model/tf.math.sigmoid_13/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_21/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_57/Mul", "unknown_47"], "device": "/device:CPU:0", "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "T": {"type": "DT_FLOAT"}, "use_cudnn_on_gpu": {"b": true}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "16"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "16"}, {"size": "256"}]}]}}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_30/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_21/convolution", "unknown_48"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_14/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_30/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "256"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_60/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.sigmoid_14/Sigmoid", "PartitionedCall/model/tf.math.multiply_54/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_22/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_60/Mul", "unknown_49"], "device": "/device:CPU:0", "attr": {"use_cudnn_on_gpu": {"b": true}, "T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "256"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "128"}]}]}}, "padding": {"s": "U0FNRQ=="}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_31/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_22/convolution", "unknown_50"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_23/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_31/Add", "unknown_51"], "device": "/device:CPU:0", "attr": {"explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "use_cudnn_on_gpu": {"b": true}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "128"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "128"}, {"size": "512"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.add_32/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_23/convolution", "unknown_52"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_15/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_32/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "512"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_63/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_32/Add", "PartitionedCall/model/tf.math.sigmoid_15/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_1/depthwise", "op": "DepthwiseConv2dNative", "input": ["PartitionedCall/model/tf.math.multiply_63/Mul", "unknown_53"], "attr": {"explicit_paddings": {"list": {}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "512"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "512"}, {"size": "1"}]}]}}, "padding": {"s": "U0FNRQ=="}, "data_format": {"s": "TkhXQw=="}}}, {"name": "PartitionedCall/model/tf.math.add_33/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_1/depthwise", "unknown_54"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_16/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_33/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "512"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_66/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_33/Add", "PartitionedCall/model/tf.math.sigmoid_16/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_1/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_66/Mul", "PartitionedCall/model/tf.math.reduce_mean_1/Mean/reduction_indices"], "attr": {"Tidx": {"type": "DT_INT32"}, "T": {"type": "DT_FLOAT"}, "keep_dims": {"b": true}}}, {"name": "PartitionedCall/model/tf.nn.convolution_24/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.reduce_mean_1/Mean", "unknown_55"], "device": "/device:CPU:0", "attr": {"use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}, "T": {"type": "DT_FLOAT"}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "512"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "512"}, {"size": "32"}]}]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}}}, {"name": "PartitionedCall/model/tf.math.add_34/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_24/convolution", "unknown_56"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_17/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_34/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "32"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_69/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_34/Add", "PartitionedCall/model/tf.math.sigmoid_17/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_25/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_69/Mul", "unknown_57"], "device": "/device:CPU:0", "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "32"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "32"}, {"size": "512"}]}]}}, "T": {"type": "DT_FLOAT"}, "use_cudnn_on_gpu": {"b": true}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_35/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_25/convolution", "unknown_58"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_18/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_35/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "512"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_72/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.sigmoid_18/Sigmoid", "PartitionedCall/model/tf.math.multiply_66/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_26/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_72/Mul", "unknown_59"], "device": "/device:CPU:0", "attr": {"strides": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "data_format": {"s": "TkhXQw=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "512"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "512"}, {"size": "128"}]}]}}, "T": {"type": "DT_FLOAT"}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_37/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_26/convolution", "PartitionedCall/model/tf.math.add_31/Add"], "attr": {"N": {"i": "2"}, "T": {"type": "DT_FLOAT"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}}}, {"name": "PartitionedCall/model/tf.math.add_37/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_60", "PartitionedCall/model/tf.math.add_37/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_27/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_37/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_61"], "device": "/device:CPU:0", "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "128"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "128"}, {"size": "512"}]}]}}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_38/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_27/convolution", "unknown_62"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_19/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_38/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "512"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_77/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_38/Add", "PartitionedCall/model/tf.math.sigmoid_19/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_2/depthwise", "op": "DepthwiseConv2dNative", "input": ["PartitionedCall/model/tf.math.multiply_77/Mul", "unknown_63"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}, "T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "512"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "512"}, {"size": "1"}]}]}}, "data_format": {"s": "TkhXQw=="}}}, {"name": "PartitionedCall/model/tf.math.add_39/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_2/depthwise", "unknown_64"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_20/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_39/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "512"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_80/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_39/Add", "PartitionedCall/model/tf.math.sigmoid_20/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_2/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_80/Mul", "PartitionedCall/model/tf.math.reduce_mean_2/Mean/reduction_indices"], "attr": {"T": {"type": "DT_FLOAT"}, "Tidx": {"type": "DT_INT32"}, "keep_dims": {"b": true}}}, {"name": "PartitionedCall/model/tf.nn.convolution_28/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.reduce_mean_2/Mean", "unknown_65"], "device": "/device:CPU:0", "attr": {"T": {"type": "DT_FLOAT"}, "padding": {"s": "U0FNRQ=="}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "512"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "512"}, {"size": "32"}]}]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_40/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_28/convolution", "unknown_66"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_21/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_40/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "32"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_83/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_40/Add", "PartitionedCall/model/tf.math.sigmoid_21/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_29/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_83/Mul", "unknown_67"], "device": "/device:CPU:0", "attr": {"use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "32"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "32"}, {"size": "512"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.add_41/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_29/convolution", "unknown_68"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_22/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_41/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "512"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_86/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.sigmoid_22/Sigmoid", "PartitionedCall/model/tf.math.multiply_80/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_30/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_86/Mul", "unknown_69"], "device": "/device:CPU:0", "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "512"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "512"}, {"size": "128"}]}]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_43/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_30/convolution", "PartitionedCall/model/tf.math.add_37/ArithmeticOptimizer/AddOpsRewrite_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}, "N": {"i": "2"}}}, {"name": "PartitionedCall/model/tf.math.add_43/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_70", "PartitionedCall/model/tf.math.add_43/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_31/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_43/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_71"], "device": "/device:CPU:0", "attr": {"T": {"type": "DT_FLOAT"}, "padding": {"s": "U0FNRQ=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "128"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "128"}, {"size": "512"}]}]}}, "use_cudnn_on_gpu": {"b": true}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_44/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_31/convolution", "unknown_72"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_23/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_44/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "512"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_91/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_44/Add", "PartitionedCall/model/tf.math.sigmoid_23/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_3/depthwise", "op": "DepthwiseConv2dNative", "input": ["PartitionedCall/model/tf.math.multiply_91/Mul", "unknown_73"], "attr": {"T": {"type": "DT_FLOAT"}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "512"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "512"}, {"size": "1"}]}]}}, "padding": {"s": "U0FNRQ=="}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_45/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_3/depthwise", "unknown_74"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_24/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_45/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "512"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_94/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_45/Add", "PartitionedCall/model/tf.math.sigmoid_24/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_3/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_94/Mul", "PartitionedCall/model/tf.math.reduce_mean_3/Mean/reduction_indices"], "attr": {"Tidx": {"type": "DT_INT32"}, "T": {"type": "DT_FLOAT"}, "keep_dims": {"b": true}}}, {"name": "PartitionedCall/model/tf.nn.convolution_32/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.reduce_mean_3/Mean", "unknown_75"], "device": "/device:CPU:0", "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "512"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "512"}, {"size": "32"}]}]}}, "padding": {"s": "U0FNRQ=="}, "use_cudnn_on_gpu": {"b": true}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "T": {"type": "DT_FLOAT"}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_46/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_32/convolution", "unknown_76"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_25/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_46/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "32"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_97/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_46/Add", "PartitionedCall/model/tf.math.sigmoid_25/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_33/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_97/Mul", "unknown_77"], "device": "/device:CPU:0", "attr": {"T": {"type": "DT_FLOAT"}, "padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "32"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "32"}, {"size": "512"}]}]}}, "use_cudnn_on_gpu": {"b": true}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_47/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_33/convolution", "unknown_78"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_26/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_47/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "512"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_100/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.sigmoid_26/Sigmoid", "PartitionedCall/model/tf.math.multiply_94/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_34/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_100/Mul", "unknown_79"], "device": "/device:CPU:0", "attr": {"strides": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "512"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "512"}, {"size": "128"}]}]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_49/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_34/convolution", "PartitionedCall/model/tf.math.add_43/ArithmeticOptimizer/AddOpsRewrite_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "N": {"i": "2"}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.add_49/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_80", "PartitionedCall/model/tf.math.add_49/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_35/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_49/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_81"], "device": "/device:CPU:0", "attr": {"strides": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "padding": {"s": "U0FNRQ=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "128"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "128"}, {"size": "512"}]}]}}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_50/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_35/convolution", "unknown_82"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_27/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_50/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "512"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_105/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_50/Add", "PartitionedCall/model/tf.math.sigmoid_27/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_4/depthwise", "op": "DepthwiseConv2dNative", "input": ["PartitionedCall/model/tf.math.multiply_105/Mul", "unknown_83"], "attr": {"T": {"type": "DT_FLOAT"}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "512"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "512"}, {"size": "1"}]}]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}}}, {"name": "PartitionedCall/model/tf.math.add_51/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_4/depthwise", "unknown_84"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_28/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_51/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "512"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_108/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_51/Add", "PartitionedCall/model/tf.math.sigmoid_28/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_4/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_108/Mul", "PartitionedCall/model/tf.math.reduce_mean_4/Mean/reduction_indices"], "attr": {"Tidx": {"type": "DT_INT32"}, "T": {"type": "DT_FLOAT"}, "keep_dims": {"b": true}}}, {"name": "PartitionedCall/model/tf.nn.convolution_36/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.reduce_mean_4/Mean", "unknown_85"], "device": "/device:CPU:0", "attr": {"data_format": {"s": "TkhXQw=="}, "T": {"type": "DT_FLOAT"}, "use_cudnn_on_gpu": {"b": true}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "512"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "512"}, {"size": "32"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.add_52/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_36/convolution", "unknown_86"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_29/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_52/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "32"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_111/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_52/Add", "PartitionedCall/model/tf.math.sigmoid_29/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_37/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_111/Mul", "unknown_87"], "device": "/device:CPU:0", "attr": {"data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "32"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "32"}, {"size": "512"}]}]}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "PartitionedCall/model/tf.math.add_53/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_37/convolution", "unknown_88"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_30/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_53/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "512"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_114/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.sigmoid_30/Sigmoid", "PartitionedCall/model/tf.math.multiply_108/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_38/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_114/Mul", "unknown_89"], "device": "/device:CPU:0", "attr": {"data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "512"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "512"}, {"size": "128"}]}]}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "PartitionedCall/model/tf.math.add_55/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_38/convolution", "PartitionedCall/model/tf.math.add_49/ArithmeticOptimizer/AddOpsRewrite_Add"], "attr": {"T": {"type": "DT_FLOAT"}, "N": {"i": "2"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}}}, {"name": "PartitionedCall/model/tf.math.add_55/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_90", "PartitionedCall/model/tf.math.add_55/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}}}, {"name": "PartitionedCall/model/tf.nn.convolution_39/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_55/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_91"], "device": "/device:CPU:0", "attr": {"T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "128"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "128"}, {"size": "512"}]}]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_56/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_39/convolution", "unknown_92"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_31/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_56/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "512"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_119/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_56/Add", "PartitionedCall/model/tf.math.sigmoid_31/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_5/depthwise", "op": "DepthwiseConv2dNative", "input": ["PartitionedCall/model/tf.math.multiply_119/Mul", "unknown_93"], "attr": {"explicit_paddings": {"list": {}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "512"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "512"}, {"size": "1"}]}]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.add_57/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_5/depthwise", "unknown_94"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_32/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_57/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "512"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_122/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_57/Add", "PartitionedCall/model/tf.math.sigmoid_32/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_5/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_122/Mul", "PartitionedCall/model/tf.math.reduce_mean_5/Mean/reduction_indices"], "attr": {"keep_dims": {"b": true}, "Tidx": {"type": "DT_INT32"}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_40/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.reduce_mean_5/Mean", "unknown_95"], "device": "/device:CPU:0", "attr": {"strides": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "512"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "512"}, {"size": "32"}]}]}}, "data_format": {"s": "TkhXQw=="}}}, {"name": "PartitionedCall/model/tf.math.add_58/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_40/convolution", "unknown_96"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_33/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_58/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "32"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_125/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_58/Add", "PartitionedCall/model/tf.math.sigmoid_33/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_41/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_125/Mul", "unknown_97"], "device": "/device:CPU:0", "attr": {"use_cudnn_on_gpu": {"b": true}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "32"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "32"}, {"size": "512"}]}]}}, "data_format": {"s": "TkhXQw=="}, "T": {"type": "DT_FLOAT"}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_59/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_41/convolution", "unknown_98"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_34/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_59/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "512"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_128/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.sigmoid_34/Sigmoid", "PartitionedCall/model/tf.math.multiply_122/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_42/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_128/Mul", "unknown_99"], "device": "/device:CPU:0", "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "512"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "512"}, {"size": "128"}]}]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_61/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_42/convolution", "PartitionedCall/model/tf.math.add_55/ArithmeticOptimizer/AddOpsRewrite_Add"], "attr": {"T": {"type": "DT_FLOAT"}, "N": {"i": "2"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}}}, {"name": "PartitionedCall/model/tf.math.add_61/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_100", "PartitionedCall/model/tf.math.add_61/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_43/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_61/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_101"], "device": "/device:CPU:0", "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "128"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "128"}, {"size": "768"}]}]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "T": {"type": "DT_FLOAT"}, "padding": {"s": "U0FNRQ=="}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}}}, {"name": "PartitionedCall/model/tf.math.add_62/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_43/convolution", "unknown_102"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_35/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_62/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "768"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_133/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_62/Add", "PartitionedCall/model/tf.math.sigmoid_35/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_6/depthwise", "op": "DepthwiseConv2dNative", "input": ["PartitionedCall/model/tf.math.multiply_133/Mul", "unknown_103"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "768"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "768"}, {"size": "1"}]}]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_63/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_6/depthwise", "unknown_104"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_36/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_63/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "768"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_136/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_63/Add", "PartitionedCall/model/tf.math.sigmoid_36/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_6/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_136/Mul", "PartitionedCall/model/tf.math.reduce_mean_6/Mean/reduction_indices"], "attr": {"T": {"type": "DT_FLOAT"}, "Tidx": {"type": "DT_INT32"}, "keep_dims": {"b": true}}}, {"name": "PartitionedCall/model/tf.nn.convolution_44/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.reduce_mean_6/Mean", "unknown_105"], "device": "/device:CPU:0", "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "768"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "768"}, {"size": "32"}]}]}}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "explicit_paddings": {"list": {}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "use_cudnn_on_gpu": {"b": true}}}, {"name": "PartitionedCall/model/tf.math.add_64/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_44/convolution", "unknown_106"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_37/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_64/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "32"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_139/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_64/Add", "PartitionedCall/model/tf.math.sigmoid_37/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_45/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_139/Mul", "unknown_107"], "device": "/device:CPU:0", "attr": {"use_cudnn_on_gpu": {"b": true}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "padding": {"s": "U0FNRQ=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "32"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "32"}, {"size": "768"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.add_65/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_45/convolution", "unknown_108"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_38/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_65/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "768"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_142/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.sigmoid_38/Sigmoid", "PartitionedCall/model/tf.math.multiply_136/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_46/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_142/Mul", "unknown_109"], "device": "/device:CPU:0", "attr": {"explicit_paddings": {"list": {}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "768"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "768"}, {"size": "160"}]}]}}, "use_cudnn_on_gpu": {"b": true}, "data_format": {"s": "TkhXQw=="}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_66/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_46/convolution", "unknown_110"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_47/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_66/Add", "unknown_111"], "device": "/device:CPU:0", "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "padding": {"s": "U0FNRQ=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "160"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "160"}, {"size": "960"}]}]}}, "data_format": {"s": "TkhXQw=="}}}, {"name": "PartitionedCall/model/tf.math.add_67/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_47/convolution", "unknown_112"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_39/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_67/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_145/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_67/Add", "PartitionedCall/model/tf.math.sigmoid_39/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_7/depthwise", "op": "DepthwiseConv2dNative", "input": ["PartitionedCall/model/tf.math.multiply_145/Mul", "unknown_113"], "attr": {"data_format": {"s": "TkhXQw=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "960"}, {"size": "1"}]}]}}, "padding": {"s": "U0FNRQ=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_68/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_7/depthwise", "unknown_114"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_40/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_68/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_148/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_68/Add", "PartitionedCall/model/tf.math.sigmoid_40/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_7/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_148/Mul", "PartitionedCall/model/tf.math.reduce_mean_7/Mean/reduction_indices"], "attr": {"T": {"type": "DT_FLOAT"}, "keep_dims": {"b": true}, "Tidx": {"type": "DT_INT32"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_48/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.reduce_mean_7/Mean", "unknown_115"], "device": "/device:CPU:0", "attr": {"use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "960"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "40"}]}]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_69/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_48/convolution", "unknown_116"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_41/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_69/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "40"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_151/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_69/Add", "PartitionedCall/model/tf.math.sigmoid_41/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_49/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_151/Mul", "unknown_117"], "device": "/device:CPU:0", "attr": {"explicit_paddings": {"list": {}}, "T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "40"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "40"}, {"size": "960"}]}]}}, "padding": {"s": "U0FNRQ=="}, "use_cudnn_on_gpu": {"b": true}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_70/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_49/convolution", "unknown_118"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_42/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_70/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "960"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_154/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.sigmoid_42/Sigmoid", "PartitionedCall/model/tf.math.multiply_148/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_50/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_154/Mul", "unknown_119"], "device": "/device:CPU:0", "attr": {"T": {"type": "DT_FLOAT"}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "160"}]}]}}, "use_cudnn_on_gpu": {"b": true}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "padding": {"s": "U0FNRQ=="}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_72/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_50/convolution", "PartitionedCall/model/tf.math.add_66/Add"], "attr": {"N": {"i": "2"}, "T": {"type": "DT_FLOAT"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}}}, {"name": "PartitionedCall/model/tf.math.add_72/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_120", "PartitionedCall/model/tf.math.add_72/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}}}, {"name": "PartitionedCall/model/tf.nn.convolution_51/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_72/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_121"], "device": "/device:CPU:0", "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "160"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "160"}, {"size": "960"}]}]}}, "use_cudnn_on_gpu": {"b": true}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "PartitionedCall/model/tf.math.add_73/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_51/convolution", "unknown_122"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_43/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_73/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_159/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_73/Add", "PartitionedCall/model/tf.math.sigmoid_43/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_8/depthwise", "op": "DepthwiseConv2dNative", "input": ["PartitionedCall/model/tf.math.multiply_159/Mul", "unknown_123"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "960"}, {"size": "1"}]}]}}, "data_format": {"s": "TkhXQw=="}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.add_74/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_8/depthwise", "unknown_124"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_44/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_74/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_162/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_74/Add", "PartitionedCall/model/tf.math.sigmoid_44/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_8/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_162/Mul", "PartitionedCall/model/tf.math.reduce_mean_8/Mean/reduction_indices"], "attr": {"keep_dims": {"b": true}, "Tidx": {"type": "DT_INT32"}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_52/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.reduce_mean_8/Mean", "unknown_125"], "device": "/device:CPU:0", "attr": {"T": {"type": "DT_FLOAT"}, "padding": {"s": "U0FNRQ=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "960"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "40"}]}]}}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_75/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_52/convolution", "unknown_126"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_45/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_75/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "40"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_165/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_75/Add", "PartitionedCall/model/tf.math.sigmoid_45/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_53/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_165/Mul", "unknown_127"], "device": "/device:CPU:0", "attr": {"strides": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "40"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "40"}, {"size": "960"}]}]}}, "data_format": {"s": "TkhXQw=="}, "T": {"type": "DT_FLOAT"}, "use_cudnn_on_gpu": {"b": true}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "PartitionedCall/model/tf.math.add_76/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_53/convolution", "unknown_128"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_46/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_76/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "960"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_168/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.sigmoid_46/Sigmoid", "PartitionedCall/model/tf.math.multiply_162/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_54/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_168/Mul", "unknown_129"], "device": "/device:CPU:0", "attr": {"padding": {"s": "U0FNRQ=="}, "use_cudnn_on_gpu": {"b": true}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "160"}]}]}}, "data_format": {"s": "TkhXQw=="}}}, {"name": "PartitionedCall/model/tf.math.add_78/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_54/convolution", "PartitionedCall/model/tf.math.add_72/ArithmeticOptimizer/AddOpsRewrite_Add"], "attr": {"T": {"type": "DT_FLOAT"}, "N": {"i": "2"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}}}, {"name": "PartitionedCall/model/tf.math.add_78/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_130", "PartitionedCall/model/tf.math.add_78/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_55/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_78/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_131"], "device": "/device:CPU:0", "attr": {"explicit_paddings": {"list": {}}, "data_format": {"s": "TkhXQw=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "160"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "160"}, {"size": "960"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.add_79/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_55/convolution", "unknown_132"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_47/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_79/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_173/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_79/Add", "PartitionedCall/model/tf.math.sigmoid_47/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_9/depthwise", "op": "DepthwiseConv2dNative", "input": ["PartitionedCall/model/tf.math.multiply_173/Mul", "unknown_133"], "attr": {"strides": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "960"}, {"size": "1"}]}]}}, "data_format": {"s": "TkhXQw=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_80/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_9/depthwise", "unknown_134"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_48/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_80/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_176/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_80/Add", "PartitionedCall/model/tf.math.sigmoid_48/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_9/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_176/Mul", "PartitionedCall/model/tf.math.reduce_mean_9/Mean/reduction_indices"], "attr": {"keep_dims": {"b": true}, "Tidx": {"type": "DT_INT32"}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_56/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.reduce_mean_9/Mean", "unknown_135"], "device": "/device:CPU:0", "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "960"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "40"}]}]}}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "padding": {"s": "U0FNRQ=="}}}, {"name": "PartitionedCall/model/tf.math.add_81/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_56/convolution", "unknown_136"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_49/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_81/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "40"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_179/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_81/Add", "PartitionedCall/model/tf.math.sigmoid_49/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_57/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_179/Mul", "unknown_137"], "device": "/device:CPU:0", "attr": {"padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "40"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "40"}, {"size": "960"}]}]}}, "explicit_paddings": {"list": {}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}}}, {"name": "PartitionedCall/model/tf.math.add_82/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_57/convolution", "unknown_138"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_50/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_82/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "960"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_182/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.sigmoid_50/Sigmoid", "PartitionedCall/model/tf.math.multiply_176/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_58/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_182/Mul", "unknown_139"], "device": "/device:CPU:0", "attr": {"padding": {"s": "U0FNRQ=="}, "use_cudnn_on_gpu": {"b": true}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "160"}]}]}}, "explicit_paddings": {"list": {}}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_84/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_58/convolution", "PartitionedCall/model/tf.math.add_78/ArithmeticOptimizer/AddOpsRewrite_Add"], "attr": {"N": {"i": "2"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.add_84/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_140", "PartitionedCall/model/tf.math.add_84/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}}}, {"name": "PartitionedCall/model/tf.nn.convolution_59/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_84/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_141"], "device": "/device:CPU:0", "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "160"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "160"}, {"size": "960"}]}]}}, "use_cudnn_on_gpu": {"b": true}, "data_format": {"s": "TkhXQw=="}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.add_85/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_59/convolution", "unknown_142"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_51/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_85/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_187/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_85/Add", "PartitionedCall/model/tf.math.sigmoid_51/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_10/depthwise", "op": "DepthwiseConv2dNative", "input": ["PartitionedCall/model/tf.math.multiply_187/Mul", "unknown_143"], "attr": {"T": {"type": "DT_FLOAT"}, "padding": {"s": "U0FNRQ=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "960"}, {"size": "1"}]}]}}, "data_format": {"s": "TkhXQw=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_86/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_10/depthwise", "unknown_144"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_52/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_86/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_190/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_86/Add", "PartitionedCall/model/tf.math.sigmoid_52/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_10/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_190/Mul", "PartitionedCall/model/tf.math.reduce_mean_10/Mean/reduction_indices"], "attr": {"keep_dims": {"b": true}, "Tidx": {"type": "DT_INT32"}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_60/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.reduce_mean_10/Mean", "unknown_145"], "device": "/device:CPU:0", "attr": {"padding": {"s": "U0FNRQ=="}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "explicit_paddings": {"list": {}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "960"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "40"}]}]}}, "use_cudnn_on_gpu": {"b": true}}}, {"name": "PartitionedCall/model/tf.math.add_87/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_60/convolution", "unknown_146"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_53/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_87/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "40"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_193/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_87/Add", "PartitionedCall/model/tf.math.sigmoid_53/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_61/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_193/Mul", "unknown_147"], "device": "/device:CPU:0", "attr": {"T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "40"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "40"}, {"size": "960"}]}]}}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_88/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_61/convolution", "unknown_148"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_54/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_88/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "960"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_196/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.sigmoid_54/Sigmoid", "PartitionedCall/model/tf.math.multiply_190/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_62/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_196/Mul", "unknown_149"], "device": "/device:CPU:0", "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "160"}]}]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "PartitionedCall/model/tf.math.add_90/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_62/convolution", "PartitionedCall/model/tf.math.add_84/ArithmeticOptimizer/AddOpsRewrite_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}, "N": {"i": "2"}}}, {"name": "PartitionedCall/model/tf.math.add_90/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_150", "PartitionedCall/model/tf.math.add_90/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}}}, {"name": "PartitionedCall/model/tf.nn.convolution_63/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_90/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_151"], "device": "/device:CPU:0", "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "160"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "160"}, {"size": "960"}]}]}}, "padding": {"s": "U0FNRQ=="}, "use_cudnn_on_gpu": {"b": true}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_91/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_63/convolution", "unknown_152"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_55/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_91/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_201/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_91/Add", "PartitionedCall/model/tf.math.sigmoid_55/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_11/depthwise", "op": "DepthwiseConv2dNative", "input": ["PartitionedCall/model/tf.math.multiply_201/Mul", "unknown_153"], "attr": {"data_format": {"s": "TkhXQw=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "960"}, {"size": "1"}]}]}}, "explicit_paddings": {"list": {}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "PartitionedCall/model/tf.math.add_92/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_11/depthwise", "unknown_154"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_56/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_92/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_204/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_92/Add", "PartitionedCall/model/tf.math.sigmoid_56/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_11/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_204/Mul", "PartitionedCall/model/tf.math.reduce_mean_11/Mean/reduction_indices"], "attr": {"T": {"type": "DT_FLOAT"}, "keep_dims": {"b": true}, "Tidx": {"type": "DT_INT32"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_64/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.reduce_mean_11/Mean", "unknown_155"], "device": "/device:CPU:0", "attr": {"use_cudnn_on_gpu": {"b": true}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "960"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "40"}]}]}}, "padding": {"s": "U0FNRQ=="}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.add_93/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_64/convolution", "unknown_156"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_57/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_93/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "40"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_207/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_93/Add", "PartitionedCall/model/tf.math.sigmoid_57/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_65/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_207/Mul", "unknown_157"], "device": "/device:CPU:0", "attr": {"T": {"type": "DT_FLOAT"}, "padding": {"s": "U0FNRQ=="}, "use_cudnn_on_gpu": {"b": true}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "40"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "40"}, {"size": "960"}]}]}}, "explicit_paddings": {"list": {}}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_94/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_65/convolution", "unknown_158"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_58/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_94/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "960"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_210/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.sigmoid_58/Sigmoid", "PartitionedCall/model/tf.math.multiply_204/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_66/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_210/Mul", "unknown_159"], "device": "/device:CPU:0", "attr": {"explicit_paddings": {"list": {}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "160"}]}]}}, "data_format": {"s": "TkhXQw=="}}}, {"name": "PartitionedCall/model/tf.math.add_96/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_66/convolution", "PartitionedCall/model/tf.math.add_90/ArithmeticOptimizer/AddOpsRewrite_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "N": {"i": "2"}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.add_96/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_160", "PartitionedCall/model/tf.math.add_96/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}}}, {"name": "PartitionedCall/model/tf.nn.convolution_67/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_96/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_161"], "device": "/device:CPU:0", "attr": {"padding": {"s": "U0FNRQ=="}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "160"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "160"}, {"size": "960"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.add_97/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_67/convolution", "unknown_162"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_59/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_97/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_215/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_97/Add", "PartitionedCall/model/tf.math.sigmoid_59/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_12/depthwise", "op": "DepthwiseConv2dNative", "input": ["PartitionedCall/model/tf.math.multiply_215/Mul", "unknown_163"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "960"}, {"size": "1"}]}]}}, "T": {"type": "DT_FLOAT"}, "explicit_paddings": {"list": {}}, "data_format": {"s": "TkhXQw=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "PartitionedCall/model/tf.math.add_98/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_12/depthwise", "unknown_164"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_60/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_98/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_218/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_98/Add", "PartitionedCall/model/tf.math.sigmoid_60/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_12/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_218/Mul", "PartitionedCall/model/tf.math.reduce_mean_12/Mean/reduction_indices"], "attr": {"keep_dims": {"b": true}, "T": {"type": "DT_FLOAT"}, "Tidx": {"type": "DT_INT32"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_68/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.reduce_mean_12/Mean", "unknown_165"], "device": "/device:CPU:0", "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "960"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "40"}]}]}}, "padding": {"s": "U0FNRQ=="}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "PartitionedCall/model/tf.math.add_99/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_68/convolution", "unknown_166"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_61/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_99/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "40"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_221/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_99/Add", "PartitionedCall/model/tf.math.sigmoid_61/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_69/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_221/Mul", "unknown_167"], "device": "/device:CPU:0", "attr": {"explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "T": {"type": "DT_FLOAT"}, "use_cudnn_on_gpu": {"b": true}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "40"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "40"}, {"size": "960"}]}]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_100/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_69/convolution", "unknown_168"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_62/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_100/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "960"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_224/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.sigmoid_62/Sigmoid", "PartitionedCall/model/tf.math.multiply_218/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_70/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_224/Mul", "unknown_169"], "device": "/device:CPU:0", "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "160"}]}]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "explicit_paddings": {"list": {}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "PartitionedCall/model/tf.math.add_102/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_70/convolution", "PartitionedCall/model/tf.math.add_96/ArithmeticOptimizer/AddOpsRewrite_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "N": {"i": "2"}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.add_102/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_170", "PartitionedCall/model/tf.math.add_102/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}}}, {"name": "PartitionedCall/model/tf.nn.convolution_71/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_102/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_171"], "device": "/device:CPU:0", "attr": {"use_cudnn_on_gpu": {"b": true}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "160"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "160"}, {"size": "960"}]}]}}, "explicit_paddings": {"list": {}}, "data_format": {"s": "TkhXQw=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "PartitionedCall/model/tf.math.add_103/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_71/convolution", "unknown_172"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_63/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_103/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_229/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_103/Add", "PartitionedCall/model/tf.math.sigmoid_63/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_13/depthwise", "op": "DepthwiseConv2dNative", "input": ["PartitionedCall/model/tf.math.multiply_229/Mul", "unknown_173"], "attr": {"data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "960"}, {"size": "1"}]}]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_104/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_13/depthwise", "unknown_174"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_64/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_104/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_232/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_104/Add", "PartitionedCall/model/tf.math.sigmoid_64/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_13/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_232/Mul", "PartitionedCall/model/tf.math.reduce_mean_13/Mean/reduction_indices"], "attr": {"Tidx": {"type": "DT_INT32"}, "T": {"type": "DT_FLOAT"}, "keep_dims": {"b": true}}}, {"name": "PartitionedCall/model/tf.nn.convolution_72/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.reduce_mean_13/Mean", "unknown_175"], "device": "/device:CPU:0", "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "960"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "40"}]}]}}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "T": {"type": "DT_FLOAT"}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "PartitionedCall/model/tf.math.add_105/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_72/convolution", "unknown_176"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_65/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_105/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "40"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_235/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_105/Add", "PartitionedCall/model/tf.math.sigmoid_65/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_73/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_235/Mul", "unknown_177"], "device": "/device:CPU:0", "attr": {"use_cudnn_on_gpu": {"b": true}, "data_format": {"s": "TkhXQw=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "40"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "40"}, {"size": "960"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.add_106/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_73/convolution", "unknown_178"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_66/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_106/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "960"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_238/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.sigmoid_66/Sigmoid", "PartitionedCall/model/tf.math.multiply_232/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_74/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_238/Mul", "unknown_179"], "device": "/device:CPU:0", "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "160"}]}]}}, "use_cudnn_on_gpu": {"b": true}, "data_format": {"s": "TkhXQw=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "PartitionedCall/model/tf.math.add_108/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_74/convolution", "PartitionedCall/model/tf.math.add_102/ArithmeticOptimizer/AddOpsRewrite_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "N": {"i": "2"}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.add_108/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_180", "PartitionedCall/model/tf.math.add_108/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_75/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_108/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_181"], "device": "/device:CPU:0", "attr": {"padding": {"s": "U0FNRQ=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "160"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "160"}, {"size": "960"}]}]}}, "data_format": {"s": "TkhXQw=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "T": {"type": "DT_FLOAT"}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_109/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_75/convolution", "unknown_182"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_67/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_109/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_243/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_109/Add", "PartitionedCall/model/tf.math.sigmoid_67/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_14/depthwise", "op": "DepthwiseConv2dNative", "input": ["PartitionedCall/model/tf.math.multiply_243/Mul", "unknown_183"], "attr": {"T": {"type": "DT_FLOAT"}, "explicit_paddings": {"list": {}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "960"}, {"size": "1"}]}]}}, "padding": {"s": "U0FNRQ=="}, "data_format": {"s": "TkhXQw=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_110/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_14/depthwise", "unknown_184"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_68/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_110/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_246/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_110/Add", "PartitionedCall/model/tf.math.sigmoid_68/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_14/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_246/Mul", "PartitionedCall/model/tf.math.reduce_mean_14/Mean/reduction_indices"], "attr": {"Tidx": {"type": "DT_INT32"}, "keep_dims": {"b": true}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_76/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.reduce_mean_14/Mean", "unknown_185"], "device": "/device:CPU:0", "attr": {"use_cudnn_on_gpu": {"b": true}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "960"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "40"}]}]}}, "data_format": {"s": "TkhXQw=="}}}, {"name": "PartitionedCall/model/tf.math.add_111/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_76/convolution", "unknown_186"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_69/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_111/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "40"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_249/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_111/Add", "PartitionedCall/model/tf.math.sigmoid_69/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_77/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_249/Mul", "unknown_187"], "device": "/device:CPU:0", "attr": {"explicit_paddings": {"list": {}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "40"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "40"}, {"size": "960"}]}]}}, "padding": {"s": "U0FNRQ=="}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.add_112/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_77/convolution", "unknown_188"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_70/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_112/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "960"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_252/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.sigmoid_70/Sigmoid", "PartitionedCall/model/tf.math.multiply_246/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_78/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_252/Mul", "unknown_189"], "device": "/device:CPU:0", "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "160"}]}]}}, "data_format": {"s": "TkhXQw=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.add_114/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_78/convolution", "PartitionedCall/model/tf.math.add_108/ArithmeticOptimizer/AddOpsRewrite_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}, "N": {"i": "2"}}}, {"name": "PartitionedCall/model/tf.math.add_114/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_190", "PartitionedCall/model/tf.math.add_114/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}}}, {"name": "PartitionedCall/model/tf.nn.convolution_79/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_114/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_191"], "device": "/device:CPU:0", "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "160"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "160"}, {"size": "960"}]}]}}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "PartitionedCall/model/tf.math.add_115/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_79/convolution", "unknown_192"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_71/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_115/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-7"}, {"size": "-8"}, {"size": "960"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_257/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_115/Add", "PartitionedCall/model/tf.math.sigmoid_71/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.pad_4/Pad", "op": "Pad", "input": ["PartitionedCall/model/tf.math.multiply_257/Mul", "unknown_193"], "attr": {"Tpaddings": {"type": "DT_INT32"}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_15/depthwise", "op": "DepthwiseConv2dNative", "input": ["PartitionedCall/model/tf.compat.v1.pad_4/Pad", "unknown_194"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-24"}, {"size": "-25"}, {"size": "960"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "960"}, {"size": "1"}]}]}}, "padding": {"s": "VkFMSUQ="}, "strides": {"list": {"i": ["1", "2", "2", "1"]}}, "explicit_paddings": {"list": {}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_116/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_15/depthwise", "unknown_195"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_72/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_116/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "960"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_260/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_116/Add", "PartitionedCall/model/tf.math.sigmoid_72/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_15/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_260/Mul", "PartitionedCall/model/tf.math.reduce_mean_15/Mean/reduction_indices"], "attr": {"Tidx": {"type": "DT_INT32"}, "keep_dims": {"b": true}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_80/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.reduce_mean_15/Mean", "unknown_196"], "device": "/device:CPU:0", "attr": {"padding": {"s": "U0FNRQ=="}, "explicit_paddings": {"list": {}}, "T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "960"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "40"}]}]}}, "use_cudnn_on_gpu": {"b": true}, "data_format": {"s": "TkhXQw=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_117/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_80/convolution", "unknown_197"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_73/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_117/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "40"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_263/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_117/Add", "PartitionedCall/model/tf.math.sigmoid_73/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_81/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_263/Mul", "unknown_198"], "device": "/device:CPU:0", "attr": {"use_cudnn_on_gpu": {"b": true}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}, "T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "40"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "40"}, {"size": "960"}]}]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}}}, {"name": "PartitionedCall/model/tf.math.add_118/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_81/convolution", "unknown_199"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_74/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_118/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "960"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_266/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.sigmoid_74/Sigmoid", "PartitionedCall/model/tf.math.multiply_260/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_82/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_266/Mul", "unknown_200"], "device": "/device:CPU:0", "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "960"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "960"}, {"size": "256"}]}]}}, "use_cudnn_on_gpu": {"b": true}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "explicit_paddings": {"list": {}}, "data_format": {"s": "TkhXQw=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.add_119/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_82/convolution", "unknown_201"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_83/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_119/Add", "unknown_202"], "device": "/device:CPU:0", "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "256"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1536"}]}]}}, "use_cudnn_on_gpu": {"b": true}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "PartitionedCall/model/tf.math.add_120/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_83/convolution", "unknown_203"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_75/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_120/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_269/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_120/Add", "PartitionedCall/model/tf.math.sigmoid_75/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_16/depthwise", "op": "DepthwiseConv2dNative", "input": ["PartitionedCall/model/tf.math.multiply_269/Mul", "unknown_204"], "attr": {"strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "explicit_paddings": {"list": {}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "1536"}, {"size": "1"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.add_121/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_16/depthwise", "unknown_205"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_76/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_121/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_272/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_121/Add", "PartitionedCall/model/tf.math.sigmoid_76/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_16/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_272/Mul", "PartitionedCall/model/tf.math.reduce_mean_16/Mean/reduction_indices"], "attr": {"Tidx": {"type": "DT_INT32"}, "T": {"type": "DT_FLOAT"}, "keep_dims": {"b": true}}}, {"name": "PartitionedCall/model/tf.nn.convolution_84/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.reduce_mean_16/Mean", "unknown_206"], "device": "/device:CPU:0", "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "1536"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "64"}]}]}}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_122/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_84/convolution", "unknown_207"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_77/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_122/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "64"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_275/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_122/Add", "PartitionedCall/model/tf.math.sigmoid_77/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_85/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_275/Mul", "unknown_208"], "device": "/device:CPU:0", "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "64"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "1536"}]}]}}, "padding": {"s": "U0FNRQ=="}, "use_cudnn_on_gpu": {"b": true}, "data_format": {"s": "TkhXQw=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_123/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_85/convolution", "unknown_209"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_78/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_123/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "1536"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_278/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.sigmoid_78/Sigmoid", "PartitionedCall/model/tf.math.multiply_272/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_86/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_278/Mul", "unknown_210"], "device": "/device:CPU:0", "attr": {"use_cudnn_on_gpu": {"b": true}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "256"}]}]}}, "padding": {"s": "U0FNRQ=="}, "explicit_paddings": {"list": {}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_125/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_86/convolution", "PartitionedCall/model/tf.math.add_119/Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}, "N": {"i": "2"}}}, {"name": "PartitionedCall/model/tf.math.add_125/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_211", "PartitionedCall/model/tf.math.add_125/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_87/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_125/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_212"], "device": "/device:CPU:0", "attr": {"explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}, "T": {"type": "DT_FLOAT"}, "use_cudnn_on_gpu": {"b": true}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "256"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1536"}]}]}}, "data_format": {"s": "TkhXQw=="}}}, {"name": "PartitionedCall/model/tf.math.add_126/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_87/convolution", "unknown_213"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_79/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_126/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_283/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_126/Add", "PartitionedCall/model/tf.math.sigmoid_79/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_17/depthwise", "op": "DepthwiseConv2dNative", "input": ["PartitionedCall/model/tf.math.multiply_283/Mul", "unknown_214"], "attr": {"padding": {"s": "U0FNRQ=="}, "explicit_paddings": {"list": {}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "1536"}, {"size": "1"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.add_127/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_17/depthwise", "unknown_215"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_80/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_127/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_286/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_127/Add", "PartitionedCall/model/tf.math.sigmoid_80/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_17/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_286/Mul", "PartitionedCall/model/tf.math.reduce_mean_17/Mean/reduction_indices"], "attr": {"Tidx": {"type": "DT_INT32"}, "T": {"type": "DT_FLOAT"}, "keep_dims": {"b": true}}}, {"name": "PartitionedCall/model/tf.nn.convolution_88/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.reduce_mean_17/Mean", "unknown_216"], "device": "/device:CPU:0", "attr": {"T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "1536"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "64"}]}]}}, "data_format": {"s": "TkhXQw=="}}}, {"name": "PartitionedCall/model/tf.math.add_128/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_88/convolution", "unknown_217"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_81/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_128/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "64"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_289/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_128/Add", "PartitionedCall/model/tf.math.sigmoid_81/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_89/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_289/Mul", "unknown_218"], "device": "/device:CPU:0", "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "64"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "1536"}]}]}}, "padding": {"s": "U0FNRQ=="}, "data_format": {"s": "TkhXQw=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.add_129/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_89/convolution", "unknown_219"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_82/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_129/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_292/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.sigmoid_82/Sigmoid", "PartitionedCall/model/tf.math.multiply_286/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_90/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_292/Mul", "unknown_220"], "device": "/device:CPU:0", "attr": {"data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "256"}]}]}}, "padding": {"s": "U0FNRQ=="}, "T": {"type": "DT_FLOAT"}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_131/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_90/convolution", "PartitionedCall/model/tf.math.add_125/ArithmeticOptimizer/AddOpsRewrite_Add"], "attr": {"N": {"i": "2"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.add_131/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_221", "PartitionedCall/model/tf.math.add_131/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}}}, {"name": "PartitionedCall/model/tf.nn.convolution_91/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_131/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_222"], "device": "/device:CPU:0", "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "256"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_132/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_91/convolution", "unknown_223"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_83/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_132/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_297/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_132/Add", "PartitionedCall/model/tf.math.sigmoid_83/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_18/depthwise", "op": "DepthwiseConv2dNative", "input": ["PartitionedCall/model/tf.math.multiply_297/Mul", "unknown_224"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "1536"}, {"size": "1"}]}]}}, "T": {"type": "DT_FLOAT"}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "padding": {"s": "U0FNRQ=="}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_133/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_18/depthwise", "unknown_225"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_84/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_133/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_300/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_133/Add", "PartitionedCall/model/tf.math.sigmoid_84/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_18/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_300/Mul", "PartitionedCall/model/tf.math.reduce_mean_18/Mean/reduction_indices"], "attr": {"T": {"type": "DT_FLOAT"}, "keep_dims": {"b": true}, "Tidx": {"type": "DT_INT32"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_92/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.reduce_mean_18/Mean", "unknown_226"], "device": "/device:CPU:0", "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "1536"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "64"}]}]}}, "data_format": {"s": "TkhXQw=="}}}, {"name": "PartitionedCall/model/tf.math.add_134/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_92/convolution", "unknown_227"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_85/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_134/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "64"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_303/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_134/Add", "PartitionedCall/model/tf.math.sigmoid_85/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_93/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_303/Mul", "unknown_228"], "device": "/device:CPU:0", "attr": {"explicit_paddings": {"list": {}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "64"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "1536"}]}]}}, "data_format": {"s": "TkhXQw=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "use_cudnn_on_gpu": {"b": true}}}, {"name": "PartitionedCall/model/tf.math.add_135/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_93/convolution", "unknown_229"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_86/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_135/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_306/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.sigmoid_86/Sigmoid", "PartitionedCall/model/tf.math.multiply_300/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_94/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_306/Mul", "unknown_230"], "device": "/device:CPU:0", "attr": {"use_cudnn_on_gpu": {"b": true}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "data_format": {"s": "TkhXQw=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "256"}]}]}}, "T": {"type": "DT_FLOAT"}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_137/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_94/convolution", "PartitionedCall/model/tf.math.add_131/ArithmeticOptimizer/AddOpsRewrite_Add"], "attr": {"N": {"i": "2"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.add_137/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_231", "PartitionedCall/model/tf.math.add_137/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}}}, {"name": "PartitionedCall/model/tf.nn.convolution_95/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_137/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_232"], "device": "/device:CPU:0", "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "256"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1536"}]}]}}, "data_format": {"s": "TkhXQw=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_138/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_95/convolution", "unknown_233"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_87/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_138/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_311/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_138/Add", "PartitionedCall/model/tf.math.sigmoid_87/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_19/depthwise", "op": "DepthwiseConv2dNative", "input": ["PartitionedCall/model/tf.math.multiply_311/Mul", "unknown_234"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "T": {"type": "DT_FLOAT"}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "1536"}, {"size": "1"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.add_139/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_19/depthwise", "unknown_235"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_88/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_139/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_314/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_139/Add", "PartitionedCall/model/tf.math.sigmoid_88/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_19/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_314/Mul", "PartitionedCall/model/tf.math.reduce_mean_19/Mean/reduction_indices"], "attr": {"T": {"type": "DT_FLOAT"}, "Tidx": {"type": "DT_INT32"}, "keep_dims": {"b": true}}}, {"name": "PartitionedCall/model/tf.nn.convolution_96/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.reduce_mean_19/Mean", "unknown_236"], "device": "/device:CPU:0", "attr": {"T": {"type": "DT_FLOAT"}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "1536"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "64"}]}]}}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "PartitionedCall/model/tf.math.add_140/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_96/convolution", "unknown_237"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_89/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_140/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "64"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_317/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_140/Add", "PartitionedCall/model/tf.math.sigmoid_89/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_97/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_317/Mul", "unknown_238"], "device": "/device:CPU:0", "attr": {"strides": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "64"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "1536"}]}]}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "PartitionedCall/model/tf.math.add_141/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_97/convolution", "unknown_239"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_90/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_141/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_320/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.sigmoid_90/Sigmoid", "PartitionedCall/model/tf.math.multiply_314/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_98/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_320/Mul", "unknown_240"], "device": "/device:CPU:0", "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "256"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.add_143/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_98/convolution", "PartitionedCall/model/tf.math.add_137/ArithmeticOptimizer/AddOpsRewrite_Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "N": {"i": "2"}}}, {"name": "PartitionedCall/model/tf.math.add_143/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_241", "PartitionedCall/model/tf.math.add_143/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_99/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_143/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_242"], "device": "/device:CPU:0", "attr": {"padding": {"s": "U0FNRQ=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "256"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1536"}]}]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "T": {"type": "DT_FLOAT"}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_144/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_99/convolution", "unknown_243"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_91/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_144/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_325/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_144/Add", "PartitionedCall/model/tf.math.sigmoid_91/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_20/depthwise", "op": "DepthwiseConv2dNative", "input": ["PartitionedCall/model/tf.math.multiply_325/Mul", "unknown_244"], "attr": {"data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "T": {"type": "DT_FLOAT"}, "padding": {"s": "U0FNRQ=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "1536"}, {"size": "1"}]}]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_145/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_20/depthwise", "unknown_245"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_92/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_145/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_328/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_145/Add", "PartitionedCall/model/tf.math.sigmoid_92/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_20/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_328/Mul", "PartitionedCall/model/tf.math.reduce_mean_20/Mean/reduction_indices"], "attr": {"keep_dims": {"b": true}, "Tidx": {"type": "DT_INT32"}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_100/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.reduce_mean_20/Mean", "unknown_246"], "device": "/device:CPU:0", "attr": {"padding": {"s": "U0FNRQ=="}, "data_format": {"s": "TkhXQw=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "1536"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "64"}]}]}}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_146/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_100/convolution", "unknown_247"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_93/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_146/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "64"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_331/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_146/Add", "PartitionedCall/model/tf.math.sigmoid_93/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_101/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_331/Mul", "unknown_248"], "device": "/device:CPU:0", "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}, "use_cudnn_on_gpu": {"b": true}, "T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "64"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "1536"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.add_147/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_101/convolution", "unknown_249"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_94/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_147/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_334/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.sigmoid_94/Sigmoid", "PartitionedCall/model/tf.math.multiply_328/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_102/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_334/Mul", "unknown_250"], "device": "/device:CPU:0", "attr": {"use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "256"}]}]}}, "data_format": {"s": "TkhXQw=="}}}, {"name": "PartitionedCall/model/tf.math.add_149/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_102/convolution", "PartitionedCall/model/tf.math.add_143/ArithmeticOptimizer/AddOpsRewrite_Add"], "attr": {"N": {"i": "2"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.add_149/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_251", "PartitionedCall/model/tf.math.add_149/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_103/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_149/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_252"], "device": "/device:CPU:0", "attr": {"use_cudnn_on_gpu": {"b": true}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "256"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1536"}]}]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_150/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_103/convolution", "unknown_253"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_95/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_150/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_339/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_150/Add", "PartitionedCall/model/tf.math.sigmoid_95/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_21/depthwise", "op": "DepthwiseConv2dNative", "input": ["PartitionedCall/model/tf.math.multiply_339/Mul", "unknown_254"], "attr": {"strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "padding": {"s": "U0FNRQ=="}, "T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "1536"}, {"size": "1"}]}]}}, "explicit_paddings": {"list": {}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_151/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_21/depthwise", "unknown_255"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_96/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_151/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_342/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_151/Add", "PartitionedCall/model/tf.math.sigmoid_96/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_21/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_342/Mul", "PartitionedCall/model/tf.math.reduce_mean_21/Mean/reduction_indices"], "attr": {"keep_dims": {"b": true}, "Tidx": {"type": "DT_INT32"}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_104/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.reduce_mean_21/Mean", "unknown_256"], "device": "/device:CPU:0", "attr": {"T": {"type": "DT_FLOAT"}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "1536"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "64"}]}]}}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_152/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_104/convolution", "unknown_257"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_97/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_152/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "64"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_345/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_152/Add", "PartitionedCall/model/tf.math.sigmoid_97/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_105/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_345/Mul", "unknown_258"], "device": "/device:CPU:0", "attr": {"T": {"type": "DT_FLOAT"}, "padding": {"s": "U0FNRQ=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "64"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "1536"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.add_153/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_105/convolution", "unknown_259"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_98/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_153/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "1536"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_348/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.sigmoid_98/Sigmoid", "PartitionedCall/model/tf.math.multiply_342/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_106/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_348/Mul", "unknown_260"], "device": "/device:CPU:0", "attr": {"T": {"type": "DT_FLOAT"}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "256"}]}]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "PartitionedCall/model/tf.math.add_155/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_106/convolution", "PartitionedCall/model/tf.math.add_149/ArithmeticOptimizer/AddOpsRewrite_Add"], "attr": {"T": {"type": "DT_FLOAT"}, "N": {"i": "2"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}}}, {"name": "PartitionedCall/model/tf.math.add_155/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_261", "PartitionedCall/model/tf.math.add_155/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_107/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_155/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_262"], "device": "/device:CPU:0", "attr": {"data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "256"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1536"}]}]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "padding": {"s": "U0FNRQ=="}}}, {"name": "PartitionedCall/model/tf.math.add_156/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_107/convolution", "unknown_263"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_99/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_156/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_353/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_156/Add", "PartitionedCall/model/tf.math.sigmoid_99/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_22/depthwise", "op": "DepthwiseConv2dNative", "input": ["PartitionedCall/model/tf.math.multiply_353/Mul", "unknown_264"], "attr": {"padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "1536"}, {"size": "1"}]}]}}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.add_157/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_22/depthwise", "unknown_265"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_100/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_157/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_356/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_157/Add", "PartitionedCall/model/tf.math.sigmoid_100/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_22/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_356/Mul", "PartitionedCall/model/tf.math.reduce_mean_22/Mean/reduction_indices"], "attr": {"T": {"type": "DT_FLOAT"}, "keep_dims": {"b": true}, "Tidx": {"type": "DT_INT32"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_108/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.reduce_mean_22/Mean", "unknown_266"], "device": "/device:CPU:0", "attr": {"strides": {"list": {"i": ["1", "1", "1", "1"]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "data_format": {"s": "TkhXQw=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "1536"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "64"}]}]}}, "explicit_paddings": {"list": {}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.add_158/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_108/convolution", "unknown_267"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_101/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_158/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "64"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_359/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_158/Add", "PartitionedCall/model/tf.math.sigmoid_101/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_109/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_359/Mul", "unknown_268"], "device": "/device:CPU:0", "attr": {"use_cudnn_on_gpu": {"b": true}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "64"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "1536"}]}]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "padding": {"s": "U0FNRQ=="}}}, {"name": "PartitionedCall/model/tf.math.add_159/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_109/convolution", "unknown_269"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_102/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_159/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_362/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.sigmoid_102/Sigmoid", "PartitionedCall/model/tf.math.multiply_356/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_110/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_362/Mul", "unknown_270"], "device": "/device:CPU:0", "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "256"}]}]}}, "use_cudnn_on_gpu": {"b": true}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "T": {"type": "DT_FLOAT"}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "data_format": {"s": "TkhXQw=="}}}, {"name": "PartitionedCall/model/tf.math.add_161/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_110/convolution", "PartitionedCall/model/tf.math.add_155/ArithmeticOptimizer/AddOpsRewrite_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}, "N": {"i": "2"}}}, {"name": "PartitionedCall/model/tf.math.add_161/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_271", "PartitionedCall/model/tf.math.add_161/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_111/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_161/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_272"], "device": "/device:CPU:0", "attr": {"data_format": {"s": "TkhXQw=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "256"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1536"}]}]}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "T": {"type": "DT_FLOAT"}, "explicit_paddings": {"list": {}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_162/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_111/convolution", "unknown_273"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_103/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_162/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_367/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_162/Add", "PartitionedCall/model/tf.math.sigmoid_103/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_23/depthwise", "op": "DepthwiseConv2dNative", "input": ["PartitionedCall/model/tf.math.multiply_367/Mul", "unknown_274"], "attr": {"data_format": {"s": "TkhXQw=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "1536"}, {"size": "1"}]}]}}, "explicit_paddings": {"list": {}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "padding": {"s": "U0FNRQ=="}}}, {"name": "PartitionedCall/model/tf.math.add_163/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_23/depthwise", "unknown_275"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_104/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_163/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_370/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_163/Add", "PartitionedCall/model/tf.math.sigmoid_104/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_23/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_370/Mul", "PartitionedCall/model/tf.math.reduce_mean_23/Mean/reduction_indices"], "attr": {"Tidx": {"type": "DT_INT32"}, "keep_dims": {"b": true}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_112/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.reduce_mean_23/Mean", "unknown_276"], "device": "/device:CPU:0", "attr": {"use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "1536"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "64"}]}]}}, "T": {"type": "DT_FLOAT"}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_164/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_112/convolution", "unknown_277"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_105/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_164/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "64"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_373/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_164/Add", "PartitionedCall/model/tf.math.sigmoid_105/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_113/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_373/Mul", "unknown_278"], "device": "/device:CPU:0", "attr": {"strides": {"list": {"i": ["1", "1", "1", "1"]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "64"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.add_165/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_113/convolution", "unknown_279"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_106/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_165/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_376/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.sigmoid_106/Sigmoid", "PartitionedCall/model/tf.math.multiply_370/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_114/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_376/Mul", "unknown_280"], "device": "/device:CPU:0", "attr": {"padding": {"s": "U0FNRQ=="}, "data_format": {"s": "TkhXQw=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "256"}]}]}}, "explicit_paddings": {"list": {}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_167/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_114/convolution", "PartitionedCall/model/tf.math.add_161/ArithmeticOptimizer/AddOpsRewrite_Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "N": {"i": "2"}}}, {"name": "PartitionedCall/model/tf.math.add_167/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_281", "PartitionedCall/model/tf.math.add_167/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_115/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_167/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_282"], "device": "/device:CPU:0", "attr": {"use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "explicit_paddings": {"list": {}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "256"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1536"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.add_168/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_115/convolution", "unknown_283"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_107/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_168/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_381/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_168/Add", "PartitionedCall/model/tf.math.sigmoid_107/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_24/depthwise", "op": "DepthwiseConv2dNative", "input": ["PartitionedCall/model/tf.math.multiply_381/Mul", "unknown_284"], "attr": {"T": {"type": "DT_FLOAT"}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "1536"}, {"size": "1"}]}]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "padding": {"s": "U0FNRQ=="}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_169/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_24/depthwise", "unknown_285"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_108/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_169/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_384/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_169/Add", "PartitionedCall/model/tf.math.sigmoid_108/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_24/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_384/Mul", "PartitionedCall/model/tf.math.reduce_mean_24/Mean/reduction_indices"], "attr": {"keep_dims": {"b": true}, "T": {"type": "DT_FLOAT"}, "Tidx": {"type": "DT_INT32"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_116/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.reduce_mean_24/Mean", "unknown_286"], "device": "/device:CPU:0", "attr": {"use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "explicit_paddings": {"list": {}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "1536"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "64"}]}]}}, "data_format": {"s": "TkhXQw=="}}}, {"name": "PartitionedCall/model/tf.math.add_170/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_116/convolution", "unknown_287"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_109/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_170/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "64"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_387/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_170/Add", "PartitionedCall/model/tf.math.sigmoid_109/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_117/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_387/Mul", "unknown_288"], "device": "/device:CPU:0", "attr": {"padding": {"s": "U0FNRQ=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "64"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "1536"}]}]}}, "data_format": {"s": "TkhXQw=="}, "T": {"type": "DT_FLOAT"}, "use_cudnn_on_gpu": {"b": true}, "explicit_paddings": {"list": {}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_171/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_117/convolution", "unknown_289"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_110/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_171/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_390/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.sigmoid_110/Sigmoid", "PartitionedCall/model/tf.math.multiply_384/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_118/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_390/Mul", "unknown_290"], "device": "/device:CPU:0", "attr": {"T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "256"}]}]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_173/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_118/convolution", "PartitionedCall/model/tf.math.add_167/ArithmeticOptimizer/AddOpsRewrite_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "N": {"i": "2"}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.add_173/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_291", "PartitionedCall/model/tf.math.add_173/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_119/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_173/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_292"], "device": "/device:CPU:0", "attr": {"padding": {"s": "U0FNRQ=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "256"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1536"}]}]}}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_174/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_119/convolution", "unknown_293"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_111/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_174/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_395/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_174/Add", "PartitionedCall/model/tf.math.sigmoid_111/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_25/depthwise", "op": "DepthwiseConv2dNative", "input": ["PartitionedCall/model/tf.math.multiply_395/Mul", "unknown_294"], "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "data_format": {"s": "TkhXQw=="}, "T": {"type": "DT_FLOAT"}, "padding": {"s": "U0FNRQ=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "1536"}, {"size": "1"}]}]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_175/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_25/depthwise", "unknown_295"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_112/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_175/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_398/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_175/Add", "PartitionedCall/model/tf.math.sigmoid_112/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_25/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_398/Mul", "PartitionedCall/model/tf.math.reduce_mean_25/Mean/reduction_indices"], "attr": {"keep_dims": {"b": true}, "T": {"type": "DT_FLOAT"}, "Tidx": {"type": "DT_INT32"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_120/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.reduce_mean_25/Mean", "unknown_296"], "device": "/device:CPU:0", "attr": {"padding": {"s": "U0FNRQ=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "1536"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "64"}]}]}}, "data_format": {"s": "TkhXQw=="}, "T": {"type": "DT_FLOAT"}, "use_cudnn_on_gpu": {"b": true}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_176/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_120/convolution", "unknown_297"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_113/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_176/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "64"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_401/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_176/Add", "PartitionedCall/model/tf.math.sigmoid_113/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_121/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_401/Mul", "unknown_298"], "device": "/device:CPU:0", "attr": {"explicit_paddings": {"list": {}}, "T": {"type": "DT_FLOAT"}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "data_format": {"s": "TkhXQw=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "64"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "1536"}]}]}}, "use_cudnn_on_gpu": {"b": true}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_177/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_121/convolution", "unknown_299"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_114/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_177/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "1536"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_404/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.sigmoid_114/Sigmoid", "PartitionedCall/model/tf.math.multiply_398/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_122/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_404/Mul", "unknown_300"], "device": "/device:CPU:0", "attr": {"dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "256"}]}]}}, "padding": {"s": "U0FNRQ=="}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_179/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_122/convolution", "PartitionedCall/model/tf.math.add_173/ArithmeticOptimizer/AddOpsRewrite_Add"], "attr": {"N": {"i": "2"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.add_179/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_301", "PartitionedCall/model/tf.math.add_179/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}}}, {"name": "PartitionedCall/model/tf.nn.convolution_123/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_179/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_302"], "device": "/device:CPU:0", "attr": {"strides": {"list": {"i": ["1", "1", "1", "1"]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "T": {"type": "DT_FLOAT"}, "padding": {"s": "U0FNRQ=="}, "data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "256"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1536"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.add_180/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_123/convolution", "unknown_303"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_115/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_180/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_409/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_180/Add", "PartitionedCall/model/tf.math.sigmoid_115/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_26/depthwise", "op": "DepthwiseConv2dNative", "input": ["PartitionedCall/model/tf.math.multiply_409/Mul", "unknown_304"], "attr": {"data_format": {"s": "TkhXQw=="}, "T": {"type": "DT_FLOAT"}, "padding": {"s": "U0FNRQ=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "1536"}, {"size": "1"}]}]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_181/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_26/depthwise", "unknown_305"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_116/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_181/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_412/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_181/Add", "PartitionedCall/model/tf.math.sigmoid_116/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_26/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_412/Mul", "PartitionedCall/model/tf.math.reduce_mean_26/Mean/reduction_indices"], "attr": {"T": {"type": "DT_FLOAT"}, "keep_dims": {"b": true}, "Tidx": {"type": "DT_INT32"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_124/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.reduce_mean_26/Mean", "unknown_306"], "device": "/device:CPU:0", "attr": {"use_cudnn_on_gpu": {"b": true}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "explicit_paddings": {"list": {}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "1536"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "64"}]}]}}, "data_format": {"s": "TkhXQw=="}}}, {"name": "PartitionedCall/model/tf.math.add_182/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_124/convolution", "unknown_307"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_117/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_182/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "64"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_415/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_182/Add", "PartitionedCall/model/tf.math.sigmoid_117/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_125/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_415/Mul", "unknown_308"], "device": "/device:CPU:0", "attr": {"strides": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "64"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "padding": {"s": "U0FNRQ=="}, "data_format": {"s": "TkhXQw=="}}}, {"name": "PartitionedCall/model/tf.math.add_183/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_125/convolution", "unknown_309"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_118/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_183/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "1536"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_418/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.sigmoid_118/Sigmoid", "PartitionedCall/model/tf.math.multiply_412/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_126/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_418/Mul", "unknown_310"], "device": "/device:CPU:0", "attr": {"data_format": {"s": "TkhXQw=="}, "use_cudnn_on_gpu": {"b": true}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "256"}]}]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "T": {"type": "DT_FLOAT"}, "padding": {"s": "U0FNRQ=="}}}, {"name": "PartitionedCall/model/tf.math.add_185/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_126/convolution", "PartitionedCall/model/tf.math.add_179/ArithmeticOptimizer/AddOpsRewrite_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}, "N": {"i": "2"}}}, {"name": "PartitionedCall/model/tf.math.add_185/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_311", "PartitionedCall/model/tf.math.add_185/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_127/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_185/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_312"], "device": "/device:CPU:0", "attr": {"T": {"type": "DT_FLOAT"}, "explicit_paddings": {"list": {}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "data_format": {"s": "TkhXQw=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "256"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1536"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.add_186/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_127/convolution", "unknown_313"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_119/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_186/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_423/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_186/Add", "PartitionedCall/model/tf.math.sigmoid_119/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_27/depthwise", "op": "DepthwiseConv2dNative", "input": ["PartitionedCall/model/tf.math.multiply_423/Mul", "unknown_314"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "1536"}, {"size": "1"}]}]}}, "padding": {"s": "U0FNRQ=="}, "explicit_paddings": {"list": {}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "PartitionedCall/model/tf.math.add_187/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_27/depthwise", "unknown_315"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_120/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_187/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_426/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_187/Add", "PartitionedCall/model/tf.math.sigmoid_120/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_27/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_426/Mul", "PartitionedCall/model/tf.math.reduce_mean_27/Mean/reduction_indices"], "attr": {"Tidx": {"type": "DT_INT32"}, "T": {"type": "DT_FLOAT"}, "keep_dims": {"b": true}}}, {"name": "PartitionedCall/model/tf.nn.convolution_128/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.reduce_mean_27/Mean", "unknown_316"], "device": "/device:CPU:0", "attr": {"padding": {"s": "U0FNRQ=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "1536"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "64"}]}]}}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_188/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_128/convolution", "unknown_317"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_121/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_188/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "64"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_429/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_188/Add", "PartitionedCall/model/tf.math.sigmoid_121/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_129/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_429/Mul", "unknown_318"], "device": "/device:CPU:0", "attr": {"padding": {"s": "U0FNRQ=="}, "T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "64"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "1536"}]}]}}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_189/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_129/convolution", "unknown_319"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_122/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_189/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_432/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.sigmoid_122/Sigmoid", "PartitionedCall/model/tf.math.multiply_426/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_130/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_432/Mul", "unknown_320"], "device": "/device:CPU:0", "attr": {"padding": {"s": "U0FNRQ=="}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "256"}]}]}}, "data_format": {"s": "TkhXQw=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_191/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_130/convolution", "PartitionedCall/model/tf.math.add_185/ArithmeticOptimizer/AddOpsRewrite_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}, "N": {"i": "2"}}}, {"name": "PartitionedCall/model/tf.math.add_191/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_321", "PartitionedCall/model/tf.math.add_191/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_131/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_191/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_322"], "device": "/device:CPU:0", "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "256"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1536"}]}]}}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_192/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_131/convolution", "unknown_323"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_123/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_192/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_437/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_192/Add", "PartitionedCall/model/tf.math.sigmoid_123/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_28/depthwise", "op": "DepthwiseConv2dNative", "input": ["PartitionedCall/model/tf.math.multiply_437/Mul", "unknown_324"], "attr": {"padding": {"s": "U0FNRQ=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "1536"}, {"size": "1"}]}]}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_193/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_28/depthwise", "unknown_325"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_124/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_193/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_440/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_193/Add", "PartitionedCall/model/tf.math.sigmoid_124/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_28/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_440/Mul", "PartitionedCall/model/tf.math.reduce_mean_28/Mean/reduction_indices"], "attr": {"T": {"type": "DT_FLOAT"}, "keep_dims": {"b": true}, "Tidx": {"type": "DT_INT32"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_132/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.reduce_mean_28/Mean", "unknown_326"], "device": "/device:CPU:0", "attr": {"T": {"type": "DT_FLOAT"}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "1536"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "64"}]}]}}, "use_cudnn_on_gpu": {"b": true}, "data_format": {"s": "TkhXQw=="}, "padding": {"s": "U0FNRQ=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_194/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_132/convolution", "unknown_327"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_125/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_194/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "64"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_443/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_194/Add", "PartitionedCall/model/tf.math.sigmoid_125/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_133/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_443/Mul", "unknown_328"], "device": "/device:CPU:0", "attr": {"strides": {"list": {"i": ["1", "1", "1", "1"]}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "64"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "1536"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.add_195/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_133/convolution", "unknown_329"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_126/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_195/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_446/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.sigmoid_126/Sigmoid", "PartitionedCall/model/tf.math.multiply_440/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_134/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_446/Mul", "unknown_330"], "device": "/device:CPU:0", "attr": {"strides": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "256"}]}]}}, "data_format": {"s": "TkhXQw=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}}}, {"name": "PartitionedCall/model/tf.math.add_197/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_134/convolution", "PartitionedCall/model/tf.math.add_191/ArithmeticOptimizer/AddOpsRewrite_Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "N": {"i": "2"}}}, {"name": "PartitionedCall/model/tf.math.add_197/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_331", "PartitionedCall/model/tf.math.add_197/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}}}, {"name": "PartitionedCall/model/tf.nn.convolution_135/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_197/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_332"], "device": "/device:CPU:0", "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "256"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1536"}]}]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "padding": {"s": "U0FNRQ=="}, "data_format": {"s": "TkhXQw=="}, "explicit_paddings": {"list": {}}, "use_cudnn_on_gpu": {"b": true}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}}}, {"name": "PartitionedCall/model/tf.math.add_198/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_135/convolution", "unknown_333"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_127/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_198/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_451/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_198/Add", "PartitionedCall/model/tf.math.sigmoid_127/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_29/depthwise", "op": "DepthwiseConv2dNative", "input": ["PartitionedCall/model/tf.math.multiply_451/Mul", "unknown_334"], "attr": {"explicit_paddings": {"list": {}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}, {"dim": [{"size": "3"}, {"size": "3"}, {"size": "1536"}, {"size": "1"}]}]}}, "padding": {"s": "U0FNRQ=="}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "PartitionedCall/model/tf.math.add_199/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.compat.v1.nn.depthwise_conv2d_29/depthwise", "unknown_335"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_128/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_199/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_454/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_199/Add", "PartitionedCall/model/tf.math.sigmoid_128/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_29/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_454/Mul", "PartitionedCall/model/tf.math.reduce_mean_29/Mean/reduction_indices"], "attr": {"keep_dims": {"b": true}, "Tidx": {"type": "DT_INT32"}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_136/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.reduce_mean_29/Mean", "unknown_336"], "device": "/device:CPU:0", "attr": {"use_cudnn_on_gpu": {"b": true}, "data_format": {"s": "TkhXQw=="}, "padding": {"s": "U0FNRQ=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "explicit_paddings": {"list": {}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "1536"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "64"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.add_200/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_136/convolution", "unknown_337"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_129/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_200/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "64"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_457/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_200/Add", "PartitionedCall/model/tf.math.sigmoid_129/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_137/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_457/Mul", "unknown_338"], "device": "/device:CPU:0", "attr": {"use_cudnn_on_gpu": {"b": true}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "T": {"type": "DT_FLOAT"}, "padding": {"s": "U0FNRQ=="}, "data_format": {"s": "TkhXQw=="}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "64"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "64"}, {"size": "1536"}]}]}}, "explicit_paddings": {"list": {}}}}, {"name": "PartitionedCall/model/tf.math.add_201/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_137/convolution", "unknown_339"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_130/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_201/Add"], "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "1536"}]}]}}, "T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.multiply_460/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.sigmoid_130/Sigmoid", "PartitionedCall/model/tf.math.multiply_454/Mul"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.nn.convolution_138/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.multiply_460/Mul", "unknown_340"], "device": "/device:CPU:0", "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1536"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "1536"}, {"size": "256"}]}]}}, "use_cudnn_on_gpu": {"b": true}, "padding": {"s": "U0FNRQ=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "explicit_paddings": {"list": {}}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "PartitionedCall/model/tf.math.add_203/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add", "op": "AddN", "input": ["PartitionedCall/model/tf.nn.convolution_138/convolution", "PartitionedCall/model/tf.math.add_197/ArithmeticOptimizer/AddOpsRewrite_Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}, "N": {"i": "2"}}}, {"name": "PartitionedCall/model/tf.math.add_203/ArithmeticOptimizer/AddOpsRewrite_Add", "op": "AddV2", "input": ["unknown_341", "PartitionedCall/model/tf.math.add_203/ArithmeticOptimizer/AddOpsRewrite_Leaf_1_Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_grappler_ArithmeticOptimizer_AddOpsRewriteStage": {"b": true}}}, {"name": "PartitionedCall/model/tf.nn.convolution_139/convolution", "op": "Conv2D", "input": ["PartitionedCall/model/tf.math.add_203/ArithmeticOptimizer/AddOpsRewrite_Add", "unknown_342"], "device": "/device:CPU:0", "attr": {"explicit_paddings": {"list": {}}, "dilations": {"list": {"i": ["1", "1", "1", "1"]}}, "padding": {"s": "U0FNRQ=="}, "strides": {"list": {"i": ["1", "1", "1", "1"]}}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "256"}]}, {"dim": [{"size": "1"}, {"size": "1"}, {"size": "256"}, {"size": "1280"}]}]}}, "use_cudnn_on_gpu": {"b": true}, "T": {"type": "DT_FLOAT"}, "data_format": {"s": "TkhXQw=="}}}, {"name": "PartitionedCall/model/tf.math.add_204/Add", "op": "AddV2", "input": ["PartitionedCall/model/tf.nn.convolution_139/convolution", "unknown_343"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.sigmoid_131/Sigmoid", "op": "Sigmoid", "input": ["PartitionedCall/model/tf.math.add_204/Add"], "attr": {"T": {"type": "DT_FLOAT"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "-9"}, {"size": "-10"}, {"size": "1280"}]}]}}}}, {"name": "PartitionedCall/model/tf.math.multiply_465/Mul", "op": "Mul", "input": ["PartitionedCall/model/tf.math.add_204/Add", "PartitionedCall/model/tf.math.sigmoid_131/Sigmoid"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.math.reduce_mean_30/Mean", "op": "Mean", "input": ["PartitionedCall/model/tf.math.multiply_465/Mul", "PartitionedCall/model/tf.math.reduce_mean_30/Mean/reduction_indices"], "attr": {"T": {"type": "DT_FLOAT"}, "keep_dims": {"b": true}, "Tidx": {"type": "DT_INT32"}}}, {"name": "PartitionedCall/model/tf.compat.v1.transpose/transpose", "op": "Transpose", "input": ["PartitionedCall/model/tf.math.reduce_mean_30/Mean", "PartitionedCall/model/tf.compat.v1.transpose/transpose/perm"], "attr": {"T": {"type": "DT_FLOAT"}, "Tperm": {"type": "DT_INT32"}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1"}, {"size": "1"}, {"size": "1280"}]}, {"dim": [{"size": "4"}]}]}}}}, {"name": "PartitionedCall/model/tf.reshape/Reshape", "op": "Reshape", "input": ["PartitionedCall/model/tf.compat.v1.transpose/transpose", "PartitionedCall/model/tf.reshape/Reshape/shape"], "attr": {"T": {"type": "DT_FLOAT"}, "Tshape": {"type": "DT_INT32"}}}, {"name": "PartitionedCall/model/tf.linalg.matmul/MatMul", "op": "MatMul", "input": ["PartitionedCall/model/tf.reshape/Reshape", "unknown_344"], "device": "/device:CPU:0", "attr": {"transpose_a": {"b": false}, "transpose_b": {"b": false}, "T": {"type": "DT_FLOAT"}, "grad_b": {"b": false}, "_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1280"}]}, {"dim": [{"size": "1280"}, {"size": "1000"}]}]}}, "grad_a": {"b": false}}}, {"name": "PartitionedCall/model/tf.__operators__.add/AddV2", "op": "AddV2", "input": ["PartitionedCall/model/tf.linalg.matmul/MatMul", "unknown_346"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/tf.linalg.matmul_1/MatMul", "op": "MatMul", "input": ["PartitionedCall/model/tf.__operators__.add/AddV2", "unknown_347"], "device": "/device:CPU:0", "attr": {"_input_shapes": {"list": {"shape": [{"dim": [{"size": "1"}, {"size": "1000"}]}, {"dim": [{"size": "1000"}, {"size": "2"}]}]}}, "grad_a": {"b": false}, "T": {"type": "DT_FLOAT"}, "transpose_a": {"b": false}, "transpose_b": {"b": false}, "grad_b": {"b": false}}}, {"name": "PartitionedCall/model/tf.__operators__.add_1/AddV2", "op": "AddV2", "input": ["PartitionedCall/model/tf.linalg.matmul_1/MatMul", "unknown_349"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "PartitionedCall/model/output//2/Softmax", "op": "Softmax", "input": ["PartitionedCall/model/tf.__operators__.add_1/AddV2"], "attr": {"T": {"type": "DT_FLOAT"}}}, {"name": "Identity", "op": "Identity", "input": ["PartitionedCall/model/output//2/Softmax"], "attr": {"T": {"type": "DT_FLOAT"}}}], "library": {}, "versions": {"producer": 1994}}, "weightsManifest": [{"paths": ["group1-shard1of21.bin", "group1-shard2of21.bin", "group1-shard3of21.bin", "group1-shard4of21.bin", "group1-shard5of21.bin", "group1-shard6of21.bin", "group1-shard7of21.bin", "group1-shard8of21.bin", "group1-shard9of21.bin", "group1-shard10of21.bin", "group1-shard11of21.bin", "group1-shard12of21.bin", "group1-shard13of21.bin", "group1-shard14of21.bin", "group1-shard15of21.bin", "group1-shard16of21.bin", "group1-shard17of21.bin", "group1-shard18of21.bin", "group1-shard19of21.bin", "group1-shard20of21.bin", "group1-shard21of21.bin"], "weights": [{"name": "unknown_341", "shape": [256], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean_29/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "unknown_336", "shape": [1, 1, 1536, 64], "dtype": "float32"}, {"name": "unknown_337", "shape": [64], "dtype": "float32"}, {"name": "unknown_338", "shape": [1, 1, 64, 1536], "dtype": "float32"}, {"name": "unknown_339", "shape": [1536], "dtype": "float32"}, {"name": "unknown_332", "shape": [1, 1, 256, 1536], "dtype": "float32"}, {"name": "unknown_333", "shape": [1536], "dtype": "float32"}, {"name": "unknown_334", "shape": [3, 3, 1536, 1], "dtype": "float32"}, {"name": "unknown_335", "shape": [1536], "dtype": "float32"}, {"name": "unknown_340", "shape": [1, 1, 1536, 256], "dtype": "float32"}, {"name": "unknown_331", "shape": [256], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean_28/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "unknown_326", "shape": [1, 1, 1536, 64], "dtype": "float32"}, {"name": "unknown_327", "shape": [64], "dtype": "float32"}, {"name": "unknown_328", "shape": [1, 1, 64, 1536], "dtype": "float32"}, {"name": "unknown_329", "shape": [1536], "dtype": "float32"}, {"name": "unknown_322", "shape": [1, 1, 256, 1536], "dtype": "float32"}, {"name": "unknown_323", "shape": [1536], "dtype": "float32"}, {"name": "unknown_324", "shape": [3, 3, 1536, 1], "dtype": "float32"}, {"name": "unknown_325", "shape": [1536], "dtype": "float32"}, {"name": "unknown_330", "shape": [1, 1, 1536, 256], "dtype": "float32"}, {"name": "unknown_321", "shape": [256], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean_27/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "unknown_316", "shape": [1, 1, 1536, 64], "dtype": "float32"}, {"name": "unknown_317", "shape": [64], "dtype": "float32"}, {"name": "unknown_318", "shape": [1, 1, 64, 1536], "dtype": "float32"}, {"name": "unknown_319", "shape": [1536], "dtype": "float32"}, {"name": "unknown_312", "shape": [1, 1, 256, 1536], "dtype": "float32"}, {"name": "unknown_313", "shape": [1536], "dtype": "float32"}, {"name": "unknown_314", "shape": [3, 3, 1536, 1], "dtype": "float32"}, {"name": "unknown_315", "shape": [1536], "dtype": "float32"}, {"name": "unknown_320", "shape": [1, 1, 1536, 256], "dtype": "float32"}, {"name": "unknown_311", "shape": [256], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean_26/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "unknown_306", "shape": [1, 1, 1536, 64], "dtype": "float32"}, {"name": "unknown_307", "shape": [64], "dtype": "float32"}, {"name": "unknown_308", "shape": [1, 1, 64, 1536], "dtype": "float32"}, {"name": "unknown_309", "shape": [1536], "dtype": "float32"}, {"name": "unknown_302", "shape": [1, 1, 256, 1536], "dtype": "float32"}, {"name": "unknown_303", "shape": [1536], "dtype": "float32"}, {"name": "unknown_304", "shape": [3, 3, 1536, 1], "dtype": "float32"}, {"name": "unknown_305", "shape": [1536], "dtype": "float32"}, {"name": "unknown_310", "shape": [1, 1, 1536, 256], "dtype": "float32"}, {"name": "unknown_301", "shape": [256], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean_25/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "unknown_296", "shape": [1, 1, 1536, 64], "dtype": "float32"}, {"name": "unknown_297", "shape": [64], "dtype": "float32"}, {"name": "unknown_298", "shape": [1, 1, 64, 1536], "dtype": "float32"}, {"name": "unknown_299", "shape": [1536], "dtype": "float32"}, {"name": "unknown_292", "shape": [1, 1, 256, 1536], "dtype": "float32"}, {"name": "unknown_293", "shape": [1536], "dtype": "float32"}, {"name": "unknown_294", "shape": [3, 3, 1536, 1], "dtype": "float32"}, {"name": "unknown_295", "shape": [1536], "dtype": "float32"}, {"name": "unknown_300", "shape": [1, 1, 1536, 256], "dtype": "float32"}, {"name": "unknown_291", "shape": [256], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean_24/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "unknown_286", "shape": [1, 1, 1536, 64], "dtype": "float32"}, {"name": "unknown_287", "shape": [64], "dtype": "float32"}, {"name": "unknown_288", "shape": [1, 1, 64, 1536], "dtype": "float32"}, {"name": "unknown_289", "shape": [1536], "dtype": "float32"}, {"name": "unknown_282", "shape": [1, 1, 256, 1536], "dtype": "float32"}, {"name": "unknown_283", "shape": [1536], "dtype": "float32"}, {"name": "unknown_284", "shape": [3, 3, 1536, 1], "dtype": "float32"}, {"name": "unknown_285", "shape": [1536], "dtype": "float32"}, {"name": "unknown_290", "shape": [1, 1, 1536, 256], "dtype": "float32"}, {"name": "unknown_281", "shape": [256], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean_23/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "unknown_276", "shape": [1, 1, 1536, 64], "dtype": "float32"}, {"name": "unknown_277", "shape": [64], "dtype": "float32"}, {"name": "unknown_278", "shape": [1, 1, 64, 1536], "dtype": "float32"}, {"name": "unknown_279", "shape": [1536], "dtype": "float32"}, {"name": "unknown_272", "shape": [1, 1, 256, 1536], "dtype": "float32"}, {"name": "unknown_273", "shape": [1536], "dtype": "float32"}, {"name": "unknown_274", "shape": [3, 3, 1536, 1], "dtype": "float32"}, {"name": "unknown_275", "shape": [1536], "dtype": "float32"}, {"name": "unknown_280", "shape": [1, 1, 1536, 256], "dtype": "float32"}, {"name": "unknown_271", "shape": [256], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean_22/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "unknown_266", "shape": [1, 1, 1536, 64], "dtype": "float32"}, {"name": "unknown_267", "shape": [64], "dtype": "float32"}, {"name": "unknown_268", "shape": [1, 1, 64, 1536], "dtype": "float32"}, {"name": "unknown_269", "shape": [1536], "dtype": "float32"}, {"name": "unknown_262", "shape": [1, 1, 256, 1536], "dtype": "float32"}, {"name": "unknown_263", "shape": [1536], "dtype": "float32"}, {"name": "unknown_264", "shape": [3, 3, 1536, 1], "dtype": "float32"}, {"name": "unknown_265", "shape": [1536], "dtype": "float32"}, {"name": "unknown_270", "shape": [1, 1, 1536, 256], "dtype": "float32"}, {"name": "unknown_261", "shape": [256], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean_21/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "unknown_256", "shape": [1, 1, 1536, 64], "dtype": "float32"}, {"name": "unknown_257", "shape": [64], "dtype": "float32"}, {"name": "unknown_258", "shape": [1, 1, 64, 1536], "dtype": "float32"}, {"name": "unknown_259", "shape": [1536], "dtype": "float32"}, {"name": "unknown_252", "shape": [1, 1, 256, 1536], "dtype": "float32"}, {"name": "unknown_253", "shape": [1536], "dtype": "float32"}, {"name": "unknown_254", "shape": [3, 3, 1536, 1], "dtype": "float32"}, {"name": "unknown_255", "shape": [1536], "dtype": "float32"}, {"name": "unknown_260", "shape": [1, 1, 1536, 256], "dtype": "float32"}, {"name": "unknown_251", "shape": [256], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean_20/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "unknown_246", "shape": [1, 1, 1536, 64], "dtype": "float32"}, {"name": "unknown_247", "shape": [64], "dtype": "float32"}, {"name": "unknown_248", "shape": [1, 1, 64, 1536], "dtype": "float32"}, {"name": "unknown_249", "shape": [1536], "dtype": "float32"}, {"name": "unknown_242", "shape": [1, 1, 256, 1536], "dtype": "float32"}, {"name": "unknown_243", "shape": [1536], "dtype": "float32"}, {"name": "unknown_244", "shape": [3, 3, 1536, 1], "dtype": "float32"}, {"name": "unknown_245", "shape": [1536], "dtype": "float32"}, {"name": "unknown_250", "shape": [1, 1, 1536, 256], "dtype": "float32"}, {"name": "unknown_241", "shape": [256], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean_19/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "unknown_236", "shape": [1, 1, 1536, 64], "dtype": "float32"}, {"name": "unknown_237", "shape": [64], "dtype": "float32"}, {"name": "unknown_238", "shape": [1, 1, 64, 1536], "dtype": "float32"}, {"name": "unknown_239", "shape": [1536], "dtype": "float32"}, {"name": "unknown_232", "shape": [1, 1, 256, 1536], "dtype": "float32"}, {"name": "unknown_233", "shape": [1536], "dtype": "float32"}, {"name": "unknown_234", "shape": [3, 3, 1536, 1], "dtype": "float32"}, {"name": "unknown_235", "shape": [1536], "dtype": "float32"}, {"name": "unknown_240", "shape": [1, 1, 1536, 256], "dtype": "float32"}, {"name": "unknown_231", "shape": [256], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean_18/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "unknown_226", "shape": [1, 1, 1536, 64], "dtype": "float32"}, {"name": "unknown_227", "shape": [64], "dtype": "float32"}, {"name": "unknown_228", "shape": [1, 1, 64, 1536], "dtype": "float32"}, {"name": "unknown_229", "shape": [1536], "dtype": "float32"}, {"name": "unknown_222", "shape": [1, 1, 256, 1536], "dtype": "float32"}, {"name": "unknown_223", "shape": [1536], "dtype": "float32"}, {"name": "unknown_224", "shape": [3, 3, 1536, 1], "dtype": "float32"}, {"name": "unknown_225", "shape": [1536], "dtype": "float32"}, {"name": "unknown_230", "shape": [1, 1, 1536, 256], "dtype": "float32"}, {"name": "unknown_221", "shape": [256], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean_17/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "unknown_216", "shape": [1, 1, 1536, 64], "dtype": "float32"}, {"name": "unknown_217", "shape": [64], "dtype": "float32"}, {"name": "unknown_218", "shape": [1, 1, 64, 1536], "dtype": "float32"}, {"name": "unknown_219", "shape": [1536], "dtype": "float32"}, {"name": "unknown_212", "shape": [1, 1, 256, 1536], "dtype": "float32"}, {"name": "unknown_213", "shape": [1536], "dtype": "float32"}, {"name": "unknown_214", "shape": [3, 3, 1536, 1], "dtype": "float32"}, {"name": "unknown_215", "shape": [1536], "dtype": "float32"}, {"name": "unknown_220", "shape": [1, 1, 1536, 256], "dtype": "float32"}, {"name": "unknown_211", "shape": [256], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean_16/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "unknown_206", "shape": [1, 1, 1536, 64], "dtype": "float32"}, {"name": "unknown_207", "shape": [64], "dtype": "float32"}, {"name": "unknown_208", "shape": [1, 1, 64, 1536], "dtype": "float32"}, {"name": "unknown_209", "shape": [1536], "dtype": "float32"}, {"name": "unknown_202", "shape": [1, 1, 256, 1536], "dtype": "float32"}, {"name": "unknown_203", "shape": [1536], "dtype": "float32"}, {"name": "unknown_204", "shape": [3, 3, 1536, 1], "dtype": "float32"}, {"name": "unknown_205", "shape": [1536], "dtype": "float32"}, {"name": "unknown_210", "shape": [1, 1, 1536, 256], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean_15/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "unknown_196", "shape": [1, 1, 960, 40], "dtype": "float32"}, {"name": "unknown_197", "shape": [40], "dtype": "float32"}, {"name": "unknown_198", "shape": [1, 1, 40, 960], "dtype": "float32"}, {"name": "unknown_199", "shape": [960], "dtype": "float32"}, {"name": "unknown_190", "shape": [160], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean_14/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "unknown_185", "shape": [1, 1, 960, 40], "dtype": "float32"}, {"name": "unknown_186", "shape": [40], "dtype": "float32"}, {"name": "unknown_187", "shape": [1, 1, 40, 960], "dtype": "float32"}, {"name": "unknown_188", "shape": [960], "dtype": "float32"}, {"name": "unknown_181", "shape": [1, 1, 160, 960], "dtype": "float32"}, {"name": "unknown_182", "shape": [960], "dtype": "float32"}, {"name": "unknown_183", "shape": [3, 3, 960, 1], "dtype": "float32"}, {"name": "unknown_184", "shape": [960], "dtype": "float32"}, {"name": "unknown_189", "shape": [1, 1, 960, 160], "dtype": "float32"}, {"name": "unknown_180", "shape": [160], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean_13/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "unknown_175", "shape": [1, 1, 960, 40], "dtype": "float32"}, {"name": "unknown_176", "shape": [40], "dtype": "float32"}, {"name": "unknown_177", "shape": [1, 1, 40, 960], "dtype": "float32"}, {"name": "unknown_178", "shape": [960], "dtype": "float32"}, {"name": "unknown_171", "shape": [1, 1, 160, 960], "dtype": "float32"}, {"name": "unknown_172", "shape": [960], "dtype": "float32"}, {"name": "unknown_173", "shape": [3, 3, 960, 1], "dtype": "float32"}, {"name": "unknown_174", "shape": [960], "dtype": "float32"}, {"name": "unknown_179", "shape": [1, 1, 960, 160], "dtype": "float32"}, {"name": "unknown_170", "shape": [160], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean_12/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "unknown_165", "shape": [1, 1, 960, 40], "dtype": "float32"}, {"name": "unknown_166", "shape": [40], "dtype": "float32"}, {"name": "unknown_167", "shape": [1, 1, 40, 960], "dtype": "float32"}, {"name": "unknown_168", "shape": [960], "dtype": "float32"}, {"name": "unknown_161", "shape": [1, 1, 160, 960], "dtype": "float32"}, {"name": "unknown_162", "shape": [960], "dtype": "float32"}, {"name": "unknown_163", "shape": [3, 3, 960, 1], "dtype": "float32"}, {"name": "unknown_164", "shape": [960], "dtype": "float32"}, {"name": "unknown_169", "shape": [1, 1, 960, 160], "dtype": "float32"}, {"name": "unknown_160", "shape": [160], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean_11/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "unknown_155", "shape": [1, 1, 960, 40], "dtype": "float32"}, {"name": "unknown_156", "shape": [40], "dtype": "float32"}, {"name": "unknown_157", "shape": [1, 1, 40, 960], "dtype": "float32"}, {"name": "unknown_158", "shape": [960], "dtype": "float32"}, {"name": "unknown_151", "shape": [1, 1, 160, 960], "dtype": "float32"}, {"name": "unknown_152", "shape": [960], "dtype": "float32"}, {"name": "unknown_153", "shape": [3, 3, 960, 1], "dtype": "float32"}, {"name": "unknown_154", "shape": [960], "dtype": "float32"}, {"name": "unknown_159", "shape": [1, 1, 960, 160], "dtype": "float32"}, {"name": "unknown_150", "shape": [160], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean_10/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "unknown_145", "shape": [1, 1, 960, 40], "dtype": "float32"}, {"name": "unknown_146", "shape": [40], "dtype": "float32"}, {"name": "unknown_147", "shape": [1, 1, 40, 960], "dtype": "float32"}, {"name": "unknown_148", "shape": [960], "dtype": "float32"}, {"name": "unknown_141", "shape": [1, 1, 160, 960], "dtype": "float32"}, {"name": "unknown_142", "shape": [960], "dtype": "float32"}, {"name": "unknown_143", "shape": [3, 3, 960, 1], "dtype": "float32"}, {"name": "unknown_144", "shape": [960], "dtype": "float32"}, {"name": "unknown_149", "shape": [1, 1, 960, 160], "dtype": "float32"}, {"name": "unknown_140", "shape": [160], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean_9/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "unknown_135", "shape": [1, 1, 960, 40], "dtype": "float32"}, {"name": "unknown_136", "shape": [40], "dtype": "float32"}, {"name": "unknown_137", "shape": [1, 1, 40, 960], "dtype": "float32"}, {"name": "unknown_138", "shape": [960], "dtype": "float32"}, {"name": "unknown_131", "shape": [1, 1, 160, 960], "dtype": "float32"}, {"name": "unknown_132", "shape": [960], "dtype": "float32"}, {"name": "unknown_133", "shape": [3, 3, 960, 1], "dtype": "float32"}, {"name": "unknown_134", "shape": [960], "dtype": "float32"}, {"name": "unknown_139", "shape": [1, 1, 960, 160], "dtype": "float32"}, {"name": "unknown_130", "shape": [160], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean_8/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "unknown_125", "shape": [1, 1, 960, 40], "dtype": "float32"}, {"name": "unknown_126", "shape": [40], "dtype": "float32"}, {"name": "unknown_127", "shape": [1, 1, 40, 960], "dtype": "float32"}, {"name": "unknown_128", "shape": [960], "dtype": "float32"}, {"name": "unknown_121", "shape": [1, 1, 160, 960], "dtype": "float32"}, {"name": "unknown_122", "shape": [960], "dtype": "float32"}, {"name": "unknown_123", "shape": [3, 3, 960, 1], "dtype": "float32"}, {"name": "unknown_124", "shape": [960], "dtype": "float32"}, {"name": "unknown_129", "shape": [1, 1, 960, 160], "dtype": "float32"}, {"name": "unknown_120", "shape": [160], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean_7/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "unknown_115", "shape": [1, 1, 960, 40], "dtype": "float32"}, {"name": "unknown_116", "shape": [40], "dtype": "float32"}, {"name": "unknown_117", "shape": [1, 1, 40, 960], "dtype": "float32"}, {"name": "unknown_118", "shape": [960], "dtype": "float32"}, {"name": "unknown_111", "shape": [1, 1, 160, 960], "dtype": "float32"}, {"name": "unknown_112", "shape": [960], "dtype": "float32"}, {"name": "unknown_113", "shape": [3, 3, 960, 1], "dtype": "float32"}, {"name": "unknown_114", "shape": [960], "dtype": "float32"}, {"name": "unknown_119", "shape": [1, 1, 960, 160], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean_6/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "unknown_105", "shape": [1, 1, 768, 32], "dtype": "float32"}, {"name": "unknown_106", "shape": [32], "dtype": "float32"}, {"name": "unknown_107", "shape": [1, 1, 32, 768], "dtype": "float32"}, {"name": "unknown_108", "shape": [768], "dtype": "float32"}, {"name": "unknown_100", "shape": [128], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean_5/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "unknown_95", "shape": [1, 1, 512, 32], "dtype": "float32"}, {"name": "unknown_96", "shape": [32], "dtype": "float32"}, {"name": "unknown_97", "shape": [1, 1, 32, 512], "dtype": "float32"}, {"name": "unknown_98", "shape": [512], "dtype": "float32"}, {"name": "unknown_91", "shape": [1, 1, 128, 512], "dtype": "float32"}, {"name": "unknown_92", "shape": [512], "dtype": "float32"}, {"name": "unknown_93", "shape": [3, 3, 512, 1], "dtype": "float32"}, {"name": "unknown_94", "shape": [512], "dtype": "float32"}, {"name": "unknown_99", "shape": [1, 1, 512, 128], "dtype": "float32"}, {"name": "unknown_90", "shape": [128], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean_4/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "unknown_85", "shape": [1, 1, 512, 32], "dtype": "float32"}, {"name": "unknown_86", "shape": [32], "dtype": "float32"}, {"name": "unknown_87", "shape": [1, 1, 32, 512], "dtype": "float32"}, {"name": "unknown_88", "shape": [512], "dtype": "float32"}, {"name": "unknown_81", "shape": [1, 1, 128, 512], "dtype": "float32"}, {"name": "unknown_82", "shape": [512], "dtype": "float32"}, {"name": "unknown_83", "shape": [3, 3, 512, 1], "dtype": "float32"}, {"name": "unknown_84", "shape": [512], "dtype": "float32"}, {"name": "unknown_89", "shape": [1, 1, 512, 128], "dtype": "float32"}, {"name": "unknown_80", "shape": [128], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean_3/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "unknown_75", "shape": [1, 1, 512, 32], "dtype": "float32"}, {"name": "unknown_76", "shape": [32], "dtype": "float32"}, {"name": "unknown_77", "shape": [1, 1, 32, 512], "dtype": "float32"}, {"name": "unknown_78", "shape": [512], "dtype": "float32"}, {"name": "unknown_71", "shape": [1, 1, 128, 512], "dtype": "float32"}, {"name": "unknown_72", "shape": [512], "dtype": "float32"}, {"name": "unknown_73", "shape": [3, 3, 512, 1], "dtype": "float32"}, {"name": "unknown_74", "shape": [512], "dtype": "float32"}, {"name": "unknown_79", "shape": [1, 1, 512, 128], "dtype": "float32"}, {"name": "unknown_70", "shape": [128], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean_2/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "unknown_65", "shape": [1, 1, 512, 32], "dtype": "float32"}, {"name": "unknown_66", "shape": [32], "dtype": "float32"}, {"name": "unknown_67", "shape": [1, 1, 32, 512], "dtype": "float32"}, {"name": "unknown_68", "shape": [512], "dtype": "float32"}, {"name": "unknown_61", "shape": [1, 1, 128, 512], "dtype": "float32"}, {"name": "unknown_62", "shape": [512], "dtype": "float32"}, {"name": "unknown_63", "shape": [3, 3, 512, 1], "dtype": "float32"}, {"name": "unknown_64", "shape": [512], "dtype": "float32"}, {"name": "unknown_69", "shape": [1, 1, 512, 128], "dtype": "float32"}, {"name": "unknown_60", "shape": [128], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean_1/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "unknown_55", "shape": [1, 1, 512, 32], "dtype": "float32"}, {"name": "unknown_56", "shape": [32], "dtype": "float32"}, {"name": "unknown_57", "shape": [1, 1, 32, 512], "dtype": "float32"}, {"name": "unknown_58", "shape": [512], "dtype": "float32"}, {"name": "unknown_51", "shape": [1, 1, 128, 512], "dtype": "float32"}, {"name": "unknown_52", "shape": [512], "dtype": "float32"}, {"name": "unknown_53", "shape": [3, 3, 512, 1], "dtype": "float32"}, {"name": "unknown_54", "shape": [512], "dtype": "float32"}, {"name": "unknown_59", "shape": [1, 1, 512, 128], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "unknown_45", "shape": [1, 1, 256, 16], "dtype": "float32"}, {"name": "unknown_46", "shape": [16], "dtype": "float32"}, {"name": "unknown_47", "shape": [1, 1, 16, 256], "dtype": "float32"}, {"name": "unknown_48", "shape": [256], "dtype": "float32"}, {"name": "unknown_39", "shape": [64], "dtype": "float32"}, {"name": "unknown_36", "shape": [3, 3, 64, 256], "dtype": "float32"}, {"name": "unknown_37", "shape": [256], "dtype": "float32"}, {"name": "unknown_38", "shape": [1, 1, 256, 64], "dtype": "float32"}, {"name": "unknown_35", "shape": [64], "dtype": "float32"}, {"name": "unknown_32", "shape": [3, 3, 64, 256], "dtype": "float32"}, {"name": "unknown_33", "shape": [256], "dtype": "float32"}, {"name": "unknown_34", "shape": [1, 1, 256, 64], "dtype": "float32"}, {"name": "unknown_31", "shape": [64], "dtype": "float32"}, {"name": "unknown_28", "shape": [3, 3, 64, 256], "dtype": "float32"}, {"name": "unknown_29", "shape": [256], "dtype": "float32"}, {"name": "unknown_30", "shape": [1, 1, 256, 64], "dtype": "float32"}, {"name": "unknown_22", "shape": [48], "dtype": "float32"}, {"name": "unknown_19", "shape": [3, 3, 48, 192], "dtype": "float32"}, {"name": "unknown_20", "shape": [192], "dtype": "float32"}, {"name": "unknown_21", "shape": [1, 1, 192, 48], "dtype": "float32"}, {"name": "unknown_18", "shape": [48], "dtype": "float32"}, {"name": "unknown_15", "shape": [3, 3, 48, 192], "dtype": "float32"}, {"name": "unknown_16", "shape": [192], "dtype": "float32"}, {"name": "unknown_17", "shape": [1, 1, 192, 48], "dtype": "float32"}, {"name": "unknown_14", "shape": [48], "dtype": "float32"}, {"name": "unknown_11", "shape": [3, 3, 48, 192], "dtype": "float32"}, {"name": "unknown_12", "shape": [192], "dtype": "float32"}, {"name": "unknown_13", "shape": [1, 1, 192, 48], "dtype": "float32"}, {"name": "unknown_4", "shape": [3, 3, 24, 24], "dtype": "float32"}, {"name": "unknown_5", "shape": [24], "dtype": "float32"}, {"name": "unknown_2", "shape": [3, 3, 24, 24], "dtype": "float32"}, {"name": "unknown_3", "shape": [24], "dtype": "float32"}, {"name": "unknown", "shape": [4, 2], "dtype": "int32"}, {"name": "unknown_0", "shape": [3, 3, 3, 24], "dtype": "float32"}, {"name": "unknown_1", "shape": [24], "dtype": "float32"}, {"name": "unknown_6", "shape": [4, 2], "dtype": "int32"}, {"name": "unknown_7", "shape": [3, 3, 24, 96], "dtype": "float32"}, {"name": "unknown_8", "shape": [96], "dtype": "float32"}, {"name": "unknown_9", "shape": [1, 1, 96, 48], "dtype": "float32"}, {"name": "unknown_10", "shape": [48], "dtype": "float32"}, {"name": "unknown_23", "shape": [4, 2], "dtype": "int32"}, {"name": "unknown_24", "shape": [3, 3, 48, 192], "dtype": "float32"}, {"name": "unknown_25", "shape": [192], "dtype": "float32"}, {"name": "unknown_26", "shape": [1, 1, 192, 64], "dtype": "float32"}, {"name": "unknown_27", "shape": [64], "dtype": "float32"}, {"name": "unknown_40", "shape": [1, 1, 64, 256], "dtype": "float32"}, {"name": "unknown_41", "shape": [256], "dtype": "float32"}, {"name": "unknown_42", "shape": [4, 2], "dtype": "int32"}, {"name": "unknown_43", "shape": [3, 3, 256, 1], "dtype": "float32"}, {"name": "unknown_44", "shape": [256], "dtype": "float32"}, {"name": "unknown_49", "shape": [1, 1, 256, 128], "dtype": "float32"}, {"name": "unknown_50", "shape": [128], "dtype": "float32"}, {"name": "unknown_101", "shape": [1, 1, 128, 768], "dtype": "float32"}, {"name": "unknown_102", "shape": [768], "dtype": "float32"}, {"name": "unknown_103", "shape": [3, 3, 768, 1], "dtype": "float32"}, {"name": "unknown_104", "shape": [768], "dtype": "float32"}, {"name": "unknown_109", "shape": [1, 1, 768, 160], "dtype": "float32"}, {"name": "unknown_110", "shape": [160], "dtype": "float32"}, {"name": "unknown_191", "shape": [1, 1, 160, 960], "dtype": "float32"}, {"name": "unknown_192", "shape": [960], "dtype": "float32"}, {"name": "unknown_193", "shape": [4, 2], "dtype": "int32"}, {"name": "unknown_194", "shape": [3, 3, 960, 1], "dtype": "float32"}, {"name": "unknown_195", "shape": [960], "dtype": "float32"}, {"name": "unknown_200", "shape": [1, 1, 960, 256], "dtype": "float32"}, {"name": "unknown_201", "shape": [256], "dtype": "float32"}, {"name": "unknown_342", "shape": [1, 1, 256, 1280], "dtype": "float32"}, {"name": "unknown_343", "shape": [1280], "dtype": "float32"}, {"name": "PartitionedCall/model/tf.math.reduce_mean_30/Mean/reduction_indices", "shape": [2], "dtype": "int32"}, {"name": "PartitionedCall/model/tf.compat.v1.transpose/transpose/perm", "shape": [4], "dtype": "int32"}, {"name": "PartitionedCall/model/tf.reshape/Reshape/shape", "shape": [2], "dtype": "int32"}, {"name": "unknown_344", "shape": [1280, 1000], "dtype": "float32"}, {"name": "unknown_346", "shape": [1000], "dtype": "float32"}, {"name": "unknown_347", "shape": [1000, 2], "dtype": "float32"}, {"name": "unknown_349", "shape": [2], "dtype": "float32"}]}]}