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[Fix] Assure Learning Rate Scheduler does not increase the learning rate #359

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merged 2 commits into from
Oct 1, 2019
Merged

[Fix] Assure Learning Rate Scheduler does not increase the learning rate #359

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Assure Learning Rate Scheduler does not increase the learning rate
ivallesp Oct 1, 2019
07e7776
Merge branch 'master' into ivallesp-patch-1
lostella Oct 1, 2019
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4 changes: 4 additions & 0 deletions src/gluonts/trainer/learning_rate_scheduler.py
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Original file line number Diff line number Diff line change
Expand Up @@ -61,6 +61,10 @@ def __init__(

assert base_lr > 0, f"base_lr should be positive, got {base_lr}"

assert (
base_lr > min_lr
), f"base_lr should greater than min_lr, {base_lr} <= {min_lr}"

assert (
0 < decay_factor < 1
), f"decay_factor factor should be between 0 and 1, got {decay_factor}"
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