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bug-fix: beta #4

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bug-fix: beta #4

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5 changes: 4 additions & 1 deletion raptgen/models.py
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Original file line number Diff line number Diff line change
Expand Up @@ -33,6 +33,7 @@ def train(epochs, model, train_loader, test_loader, optimizer, loss_fn=None, dev
csv_filename = model_str.replace(".mdl", ".csv")
if loss_fn == profile_hmm_loss_fn and force_matching:
logger.info(f"force till {force_epochs}")
max_beta = beta
patient = 0
losses = []
test_losses = []
Expand All @@ -44,7 +45,9 @@ def train(epochs, model, train_loader, test_loader, optimizer, loss_fn=None, dev
description = ""
for epoch in range(1, epochs + 1):
if beta_schedule and epoch < threshold:
beta = epoch / threshold
beta = epoch / threshold * max_beta
else:
beta = max_beta
model.train()
train_loss = 0
for data in train_loader:
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