Kumar Manas

icon company Free University of Berlin icon location Berlin icon location Working for traffic rule knowledge representation and explainable knowledge for autonomous driving.

Results 2 comments of Kumar Manas

BNN taking longer time then full precision Network

For below segment of code in BNN example provided by you, I have made Integer and kernel_quantizer= None instead of **ste_sign** `larq.layers.QuantDense(512,kernel_quantizer="ste_sign",kernel_constraint="weight_clip"), larq.layers.QuantDense(10,input_quantizer="ste_sign",kernel_quantizer="ste_sign",kernel_constraint="weight_clip",activation="softmax")])` I have used time.clock() and time.time() to...

BNN taking longer time then full precision Network

> What's the time difference? For BNN total time taken from the start of the program(starting from dataset load) till model.fit is 184.05 second and for evaluation (model. evaluate) it...