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| author | Jordan Gong <jordan.gong@protonmail.com> | 2021-01-12 14:19:30 +0800 |
|---|---|---|
| committer | Jordan Gong <jordan.gong@protonmail.com> | 2021-01-12 14:19:30 +0800 |
| commit | e3ffe09d3b509b718aa5093481a496a8cbf38187 (patch) | |
| tree | 81e18b724d8b008765f0d7122f2aa3d93efa8742 /test | |
| parent | 9bd6908ed77410e2efa439d26ebd1f9b60519f53 (diff) | |
Some changes in hyperparameter config
1. Separate hyperparameter configs in model, optimizer and scheduler
2. Add more tunable hyperparameters in optimizer and scheduler
Diffstat (limited to 'test')
| -rw-r--r-- | test/model.py | 29 |
1 files changed, 24 insertions, 5 deletions
diff --git a/test/model.py b/test/model.py index f679908..5d60475 100644 --- a/test/model.py +++ b/test/model.py @@ -2,20 +2,39 @@ import os from config import config from models.model import Model +from utils.dataset import ClipConditions conf = config +os.chdir('..') def test_default_signature(): - os.chdir('..') model = Model(conf['system'], conf['model'], conf['hyperparameter']) casiab = model._parse_dataset_config(conf['dataset']) model._parse_dataloader_config(casiab, conf['dataloader']) assert model._log_name == os.path.join( 'runs', 'logs', 'RGB-GaitPart_80000_64_128_128_64_1_2_4_True_True_32_5_' '3_3_3_3_3_2_1_1_1_1_1_0_2_3_4_16_256_0.2_0.0001_0.9_' - '0.999_CASIA-B_74_30_15_3_64_32_8_16') + '0.999_0.001_500_0.9_CASIA-B_74_30_15_3_64_32_8_16') assert model._signature == ('RGB-GaitPart_80000_0_64_128_128_64_1_2_4_True_' - 'True_32_5_3_3_3_3_3_2_1_1_1_1_1_0_2_3_4_16_256_' - '0.2_0.0001_0.9_0.999_CASIA-B_74_30_15_3_64_32_' - '8_16') + 'True_32_5_3_3_3_3_3_2_1_1_1_1_1_0_2_3_4_16_' + '256_0.2_0.0001_0.9_0.999_0.001_500_0.9_CASIA-B' + '_74_30_15_3_64_32_8_16') + + +def test_default_signature_with_selector(): + model = Model(conf['system'], conf['model'], conf['hyperparameter']) + casiab = model._parse_dataset_config(dict( + **conf['dataset'], + **{'selector': {'conditions': ClipConditions({r'nm-0\d', r'bg-0\d'})}} + )) + model._parse_dataloader_config(casiab, conf['dataloader']) + assert model._log_name == os.path.join( + 'runs', 'logs', 'RGB-GaitPart_80000_64_128_128_64_1_2_4_True_True_32_5_' + '3_3_3_3_3_2_1_1_1_1_1_0_2_3_4_16_256_0.2_0.0001_0.9_' + '0.999_0.001_500_0.9_CASIA-B_74_30_15_3_64_32_bg-0\\d_' + 'nm-0\\d_8_16') + assert model._signature == ('RGB-GaitPart_80000_0_64_128_128_64_1_2_4_True_' + 'True_32_5_3_3_3_3_3_2_1_1_1_1_1_0_2_3_4_16_' + '256_0.2_0.0001_0.9_0.999_0.001_500_0.9_CASIA-B' + '_74_30_15_3_64_32_bg-0\\d_nm-0\\d_8_16') |