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count running_mean and running_var params for BN #88

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count running_mean and running_var params for BN #88

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bb59b1c
add running_mean and running_var params for BN
mostafaelhoushi Aug 9, 2019
9a9a866
Check if running_mean/var are tracked parameters
mostafaelhoushi Aug 9, 2019
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4 changes: 4 additions & 0 deletions torchsummary/torchsummary.py
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Original file line number Diff line number Diff line change
Expand Up @@ -32,6 +32,10 @@ def hook(module, input, output):
summary[m_key]["trainable"] = module.weight.requires_grad
if hasattr(module, "bias") and hasattr(module.bias, "size"):
params += torch.prod(torch.LongTensor(list(module.bias.size())))
if hasattr(module, "running_mean") and hasattr(module.running_mean, "size") and hasattr(module, "track_running_stats") and module.track_running_stats:
params += torch.prod(torch.LongTensor(list(module.running_mean.size())))
if hasattr(module, "running_var") and hasattr(module.running_var, "size") and hasattr(module, "track_running_stats") and module.track_running_stats:
params += torch.prod(torch.LongTensor(list(module.running_var.size())))
summary[m_key]["nb_params"] = params

if (
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