How to embed video encoder module from pytorch?
zyhzyh88 opened this issue · comments
Need more detailed information... What do you mean by "embed video encoder module from pytorch"?
Sorry! I already have a video encoder written in pytorch, how can I fully embed this module into the sat framework?
Just replace the model with your pytorch module in fine-tuning script: (Because sat models are just normal pytorch modules)
One more thing, maybe you need to add a disable_untrainable_params
function to your model, to control what parameters you want to train:
def disable_untrainable_params(self):
total_trainable = 0
enable = ['mlp']
for n, p in self.named_parameters():
flag = False
for e in enable:
if e.lower() in n.lower():
flag = True
break
if not flag:
p.requires_grad_(False)
else:
total_trainable += p.numel()
print_rank0(n)
print_rank0("***** Total trainable parameters: "+str(total_trainable)+" *****")
model.disable_untrainable_params = disable_untrainable_params