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add training_reuse_decay_steps #1055

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add training_reuse_decay_steps #1055

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f0ade94
add reuse_decay_steps
tuoping Nov 29, 2022
47e5733
Merge branch 'devel' into reuse_decay_steps
njzjz Dec 22, 2022
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2 changes: 2 additions & 0 deletions dpgen/generator/run.py
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Original file line number Diff line number Diff line change
Expand Up @@ -228,6 +228,7 @@ def make_train (iter_index,
training_reuse_stop_batch = 400000

training_reuse_start_lr = jdata.get('training_reuse_start_lr', 1e-4)
training_reuse_decay_steps = jdata.get('training_reuse_decay_steps', None)
training_reuse_start_pref_e = jdata.get('training_reuse_start_pref_e', 0.1)
training_reuse_start_pref_f = jdata.get('training_reuse_start_pref_f', 100)
model_devi_activation_func = jdata.get('model_devi_activation_func', None)
Expand Down Expand Up @@ -376,6 +377,7 @@ def make_train (iter_index,
if jinput['loss'].get('start_pref_f') is not None:
jinput['loss']['start_pref_f'] = training_reuse_start_pref_f
jinput['learning_rate']['start_lr'] = training_reuse_start_lr
jinput['learning_rate']['decay_steps'] = training_reuse_decay_steps
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This is a breaking change



for ii in range(numb_models) :
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