abdualhag:

[64, 3, 3, 3]


No, this shape [64, 3, 3, 3] is not for the input, but rather this the shape of the kernel (weights) of the convolution layer, and means this convolution layer has 64 output channels, 3 input channels and kernel size of 3x3.