[INFO] Attempting to upgrade input file specified using deprecated input fields: /var/containers/Bundle/Application/C8A6736A-F363-45C5-B118-48B73CEA8449/number_recognition.app/models/net.prototxt [INFO] Successfully upgraded file specified using deprecated input fields. [WARNING] Note that future Caffe releases will only support input layers and not input fields. [INFO] Initializing net from parameters: name: "LeNet" state { phase: TEST level: 0 } layer { name: "input" type: "Input" top: "data" input_param { shape { dim: 1 dim: 1 dim: 28 dim: 28 } } } layer { name: "conv1" type: "Convolution" bottom: "data" top: "conv1" param { lr_mult: 1 } param { lr_mult: 2 } convolution_param { num_output: 20 kernel_size: 5 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" } } } layer { name: "pool1" type: "Pooling" bottom: "conv1" top: "pool1" pooling_param { pool: MAX kernel_size: 2 stride: 2 } } layer { name: "conv2" type: "Convolution" bottom: "pool1" top: "conv2" param { lr_mult: 1 } param { lr_mult: 2 } convolution_param { num_output: 50 kernel_size: 5 stride: 1 weight_filler { type: "xavier" } bias_filler { type: "constant" } } } layer { name: "pool2" type: "Pooling" bottom: "conv2" top: "pool2" pooling_param { pool: MAX kernel_size: 2 stride: 2 } } layer { name: "ip1" type: "InnerProduct" bottom: "pool2" top: "ip1" param { lr_mult: 1 } param { lr_mult: 2 } inner_product_param { num_output: 500 weight_filler { type: "xavier" } bias_filler { type: "constant" } } } layer { name: "relu1" type: "ReLU" bottom: "ip1" top: "ip1" } layer { name: "ip2" type: "InnerProduct" bottom: "ip1" top: "ip2" param { lr_mult: 1 } param { lr_mult: 2 } inner_product_param { num_output: 10 weight_filler { type: "xavier" } bias_filler { type: "constant" } } } layer { name: "prob" type: "Softmax" bottom: "ip2" top: "prob" } [INFO] Creating layer input [ERROR] (registry.count(type)) == (1)Unknown layer type: Input (known types: ) Printing description of model: /var/containers/Bundle/Application/C8A6736A-F363-45C5-B118-48B73CEA8449/number_recognition.app/models/net.prototxt (lldb)