Files
PINA/tests/test_scheduler.py
Dario Coscia 810d215ca0 Modify pina.__init__.py and rm useless .py files
* rm meta.py, plotter.py, writer.py
* modify __init__ file
* modify tests due to __init__ import
2025-03-19 17:46:35 +01:00

27 lines
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Python

import torch
import pytest
from pina.optim import TorchOptimizer, TorchScheduler
opt_list = [
torch.optim.Adam,
torch.optim.AdamW,
torch.optim.SGD,
torch.optim.RMSprop
]
sch_list = [
torch.optim.lr_scheduler.ConstantLR
]
@pytest.mark.parametrize("scheduler_class", sch_list)
def test_constructor(scheduler_class):
TorchScheduler(scheduler_class)
@pytest.mark.parametrize("optimizer_class", opt_list)
@pytest.mark.parametrize("scheduler_class", sch_list)
def test_hook(optimizer_class, scheduler_class):
opt = TorchOptimizer(optimizer_class, lr=1e-3)
opt.hook(torch.nn.Linear(10, 10).parameters())
sch = TorchScheduler(scheduler_class)
sch.hook(opt)