swim/bo-ptycho
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swim
2026-07-19 18:17:26 +09:00
parent 4d3360255e
commit 6d670ccb0a
1 changed files with 21 additions and 6 deletions
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main.py
+21 -6
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@@ -7,21 +7,36 @@ import ptycho
def main(config): def main(config):
bo_engine = bo.RandomBOEngine(config) randombo = bo.RandomBOEngine(config)
max_iterations = config['bo']['max_iterations'] max_iterations = config['bo']['max_iterations']
for _ in range(max_iterations): for j in range(10):
job_config = bo_engine.ask() job_config = randombo.ask()
ptycho_engine = ptycho.FoldSlicePtychoEngine(job_config) ptycho_engine = ptycho.FoldSlicePtychoEngine(job_config)
ptycho_engine.run() ptycho_engine.run()
y_value = ptycho_engine.metric() y_value = ptycho_engine.metric()
bo_engine.tell(job_config, y_value) randombo.tell(job_config, y_value)
print(bo_engine.state['train_x']) print('[random] TRAIN_X\n', randombo.state['train_x'])
print(bo_engine.state['train_y']) print('[random] TRAIN_Y\n', randombo.state['train_y'])
sobo = bo.SingleObjectiveBOEngine(config)
for j in range(max_iterations):
job_config = sobo.ask()
ptycho_engine = ptycho.FoldSlicePtychoEngine(job_config)
ptycho_engine.run()
y_value = ptycho_engine.metric()
sobo.tell(job_config, y_value)
print('[sobo] TRAIN_X\n', sobo.train_x)
print('[sobo] TRAIN_Y\n', sobo.train_y)
if __name__ == "__main__": if __name__ == "__main__":