![]() ![]() They are calculated as zero or smaller value than correct value. from tensorflow.keras import Model, Input from import Dense, Flatten, Conv2D, MaxPooling2D, Dropout from keras_flops import get_flops # build model inp = Input (( 32, 32, 3 )) x = Conv2D ( 32, kernel_size = ( 3, 3 ), activation = "relu" )( inp ) x = Conv2D ( 64, ( 3, 3 ), activation = "relu" )( x ) x = MaxPooling2D ( pool_size = ( 2, 2 ))( x ) x = Dropout ( 0.25 )( x ) x = Flatten ()( x ) x = Dense ( 128, activation = "relu" )( x ) x = Dropout ( 0.5 )( x ) out = Dense ( 10, activation = "softmax" )( x ) model = Model ( inp, out ) # Calculae FLOPS flops = get_flops ( model, batch_size = 1 ) print ( f "FLOPS: G" ) # > FLOPS: 0.0338 G Support Led by the psychic Owl, one scrappy team of space. The forces of Entropy are spreading chaos through the stars, corrupting living planets and urging on the heat death of the universe. This stands on the shoulders of giants, tf.profiler. Shoulders of Giants - Simultaneously control a sword-wielding mech and a gunslinging space frog in Shoulders of Giants, an explosively colourful sci-fi roguelike designed to put your teamwork to the test. FLOPs calculator for neural network architecture written in tensorflow (tf.keras) v2.2+
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