swim/bo-ptycho
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swim
2026-07-21 15:45:01 +09:00
parent 9730acfa7f
commit a6522dab89
3 changed files with 22 additions and 18 deletions
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main.py
+9 -5
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@@ -1,22 +1,24 @@
import os
import sys
import yaml
import numpy as np
import bo
import ptycho
def main(config):
randombo = bo.RandomBOEngine(config)
result_dir = config['io']['result_dir']
os.makedirs(result_dir, exist_ok=True)
max_iterations = config['bo']['max_iterations']
randombo = bo.RandomBOEngine(config)
for j in range(10):
job_config = randombo.ask()
ptycho_engine = ptycho.FoldSlicePtychoEngine(job_config)
ptycho_engine.run()
y_value = ptycho_engine.metric()
y_value = -np.log(ptycho_engine.metric())
randombo.tell(job_config, y_value)
@@ -25,13 +27,15 @@ def main(config):
sobo = bo.SingleObjectiveBOEngine(config)
sobo.train_x = randombo.state['train_x']
sobo.train_y = randombo.state['train_y']
for j in range(max_iterations):
for j in range(config['bo']['max_iterations']):
job_config = sobo.ask()
ptycho_engine = ptycho.FoldSlicePtychoEngine(job_config)
ptycho_engine.run()
y_value = ptycho_engine.metric()
y_value = -np.log(ptycho_engine.metric())
sobo.tell(job_config, y_value)