How do I check the number of parameters of a model?

[vsmolyakov (Vadim Smolyakov)]

To compute the number of trainable parameters:

model_parameters = filter(lambda p: p.requires_grad, model.parameters())
params = sum([np.prod(p.size()) for p in model_parameters])