45 lines
1.4 KiB
Python
45 lines
1.4 KiB
Python
import os
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from omegaconf import OmegaConf
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from packaging import version
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from typing import Dict, Optional, List
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from dataclasses import dataclass
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# ============ Register OmegaConf Recolvers ============= #
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OmegaConf.register_new_resolver('calc_exp_lr_decay_rate', lambda factor, n: factor**(1./n), replace=True)
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OmegaConf.register_new_resolver('add', lambda a, b: a + b, replace=True)
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OmegaConf.register_new_resolver('sub', lambda a, b: a - b, replace=True)
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OmegaConf.register_new_resolver('mul', lambda a, b: a * b, replace=True)
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OmegaConf.register_new_resolver('div', lambda a, b: a / b, replace=True)
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OmegaConf.register_new_resolver('idiv', lambda a, b: a // b, replace=True)
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OmegaConf.register_new_resolver('basename', lambda p: os.path.basename(p), replace=True)
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# ======================================================= #
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@dataclass
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class TestConfig:
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num_views: int
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dataset: Dict
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def load_config(*yaml_files):
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yaml_confs = [OmegaConf.load(f) for f in yaml_files]
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conf = OmegaConf.merge(*yaml_confs)
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OmegaConf.resolve(conf)
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schema = OmegaConf.structured(TestConfig)
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conf = OmegaConf.merge(schema, conf)
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return conf
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def config_to_primitive(config, resolve=True):
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return OmegaConf.to_container(config, resolve=resolve)
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def dump_config(path, config):
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with open(path, 'w') as fp:
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OmegaConf.save(config=config, f=fp)
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def parse_version(ver):
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return version.parse(ver)
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