dmitry-vorobiev / generative-models Goto Github PK
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License: Apache License 2.0
my playground for generative modeling
License: Apache License 2.0
I would like to add your project to https://github.com/pytorch/ignite#others
and optionally even create a working Colab with wandb online logs and generated images by trained model.
How would you estimate the readiness of this repository ?
I took a look on your "Projects" kanban and I'd also be interested in adding AMP training.
What do you think about all this ?
PS: optionally you can also ping me on ODS slack (@vfdev-5) if you would like to discuss more.
I'm trying to play around this code and it would cool to add some info on:
What do you think ?
PS: thanks for open-sourcing the code
Maybe like this:
def setup_ema(ema_model, ref_model):
# assumption: ema_model architecture == ref_model architecture
ema_model.load_state_dict(ref_model.state_dict())
for param in ema_model.parameters():
param.detach_()
# set EMA model's BN buffers as base model BN buffers:
for m1, m2 in zip(ref_model.modules(), ema_model.modules()):
if isinstance(m1, nn.BatchNorm2d) and isinstance(m2, nn.BatchNorm2d):
m2.running_mean = m1.running_mean
m2.running_var = m1.running_var
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