| [DNNMark] |
| run_mode=composed |
| |
| [Convolution] |
| name=conv1 |
| n=16 |
| c=3 |
| h=227 |
| w=227 |
| previous_layer=null |
| conv_mode=convolution |
| propagation=false |
| num_output=96 |
| kernel_size=11 |
| pad=0 |
| stride=4 |
| conv_fwd_pref=fastest |
| conv_bwd_filter_pref=fastest |
| conv_bwd_data_pref=fastest |
| |
| [Activation] |
| name=relu1 |
| previous_layer=conv1 |
| activation_mode=relu |
| |
| [LRN] |
| name=lrn1 |
| previous_layer=relu1 |
| lrn_mode=cross_channel_dim1 |
| local_size=5 |
| alpha=0.0001 |
| beta=0.75 |
| k=1.0 |
| |
| [Pooling] |
| name=pool1 |
| previous_layer=lrn1 |
| pool_mode=max |
| kernel_size=3 |
| pad=0 |
| stride=2 |
| |
| [Convolution] |
| name=conv2 |
| previous_layer=pool1 |
| conv_mode=convolution |
| num_output=256 |
| kernel_size=5 |
| pad=2 |
| stride=1 |
| conv_fwd_pref=fastest |
| conv_bwd_filter_pref=fastest |
| conv_bwd_data_pref=fastest |
| |
| [Activation] |
| name=relu2 |
| previous_layer=conv2 |
| activation_mode=relu |
| |
| [LRN] |
| name=lrn2 |
| previous_layer=relu2 |
| lrn_mode=cross_channel_dim1 |
| local_size=5 |
| alpha=0.0001 |
| beta=0.75 |
| k=1.0 |
| |
| [Pooling] |
| name=pool2 |
| previous_layer=lrn2 |
| pool_mode=max |
| kernel_size=3 |
| pad=0 |
| stride=2 |
| |
| [Convolution] |
| name=conv3 |
| previous_layer=pool2 |
| conv_mode=convolution |
| num_output=384 |
| kernel_size=3 |
| pad=1 |
| stride=1 |
| conv_fwd_pref=fastest |
| conv_bwd_filter_pref=fastest |
| conv_bwd_data_pref=fastest |
| |
| [Activation] |
| name=relu3 |
| previous_layer=conv3 |
| activation_mode=relu |
| |
| [Convolution] |
| name=conv4 |
| previous_layer=relu3 |
| conv_mode=convolution |
| num_output=384 |
| kernel_size=3 |
| pad=1 |
| stride=1 |
| conv_fwd_pref=fastest |
| conv_bwd_filter_pref=fastest |
| conv_bwd_data_pref=fastest |
| |
| [Activation] |
| name=relu4 |
| previous_layer=conv4 |
| activation_mode=relu |
| |
| [Convolution] |
| name=conv5 |
| previous_layer=relu4 |
| conv_mode=convolution |
| num_output=256 |
| kernel_size=3 |
| pad=1 |
| stride=1 |
| conv_fwd_pref=fastest |
| conv_bwd_filter_pref=fastest |
| conv_bwd_data_pref=fastest |
| |
| [Activation] |
| name=relu5 |
| previous_layer=conv5 |
| activation_mode=relu |
| |
| [Pooling] |
| name=pool5 |
| previous_layer=relu5 |
| pool_mode=max |
| kernel_size=3 |
| pad=0 |
| stride=2 |
| |
| [FullyConnected] |
| name=fc6 |
| previous_layer=pool5 |
| num_output=4096 |
| |
| [Activation] |
| name=relu6 |
| previous_layer=fc6 |
| activation_mode=relu |
| |
| [FullyConnected] |
| name=fc7 |
| previous_layer=relu6 |
| num_output=4096 |
| |
| [Activation] |
| name=relu7 |
| previous_layer=fc7 |
| activation_mode=relu |
| |
| [FullyConnected] |
| name=fc8 |
| previous_layer=relu7 |
| num_output=1000 |
| |
| [Softmax] |
| name=softmax |
| previous_layer=fc8 |
| softmax_algo=accurate |
| softmax_mode=channel |
