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resnext.py File Reference

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Namespaces

 resnext
 

Functions

def resnext.ResNext (input_shape=None, depth=29, cardinality=8, width=64, weight_decay=5e-4, include_top=True, weights=None, input_tensor=None, pooling=None, classes=10)
 
def resnext.ResNextImageNet (input_shape=None, depth=[3, cardinality=32, width=4, weight_decay=5e-4, include_top=True, weights=None, input_tensor=None, pooling=None, classes=1000)
 
def resnext.__initial_conv_block (input, weight_decay=5e-4)
 
def resnext.__initial_conv_block_imagenet (input, weight_decay=5e-4)
 
def resnext.__grouped_convolution_block (input, grouped_channels, cardinality, strides, weight_decay=5e-4)
 
def resnext.__bottleneck_block (input, filters=64, cardinality=8, strides=1, weight_decay=5e-4)
 
def resnext.__create_res_next (nb_classes, img_input, include_top, depth=29, cardinality=8, width=4, weight_decay=5e-4, pooling=None)
 
def resnext.__create_res_next_imagenet (nb_classes, img_input, include_top, depth, cardinality=32, width=4, weight_decay=5e-4, pooling=None)
 

Variables

string resnext.CIFAR_TH_WEIGHTS_PATH = ''
 
string resnext.CIFAR_TF_WEIGHTS_PATH = ''
 
string resnext.CIFAR_TH_WEIGHTS_PATH_NO_TOP = ''
 
string resnext.CIFAR_TF_WEIGHTS_PATH_NO_TOP = ''
 
string resnext.IMAGENET_TH_WEIGHTS_PATH = ''
 
string resnext.IMAGENET_TF_WEIGHTS_PATH = ''
 
string resnext.IMAGENET_TH_WEIGHTS_PATH_NO_TOP = ''
 
string resnext.IMAGENET_TF_WEIGHTS_PATH_NO_TOP = ''