import nest_asyncio nest_asyncio.apply() import asyncio from teeport import Teeport from opt.evaluators.lossrate_sim import evaluator_generator teeport = Teeport('ws://lambda-sp3:8090/') evaluate = evaluator_generator('/home/jupyter-zhezhang/loss_rate_model.json', (-20, 20), 0, 0.5) teeport.run_evaluator(evaluate, 'Lossrate NN') print('evaluator is running...') loop = asyncio.get_event_loop() loop.run_until_complete(teeport.evaluator.task)
import nest_asyncio nest_asyncio.apply() import asyncio from teeport import Teeport from opt.evaluators.uf import evaluate teeport = Teeport('ws://lambda-sp3:8090/') teeport.run_evaluator(evaluate, 'UF2', name='UF2', configs={ 'prob_id': 2, 'D': 30, 'wall_time': 1 }) print('evaluator is running...') loop = asyncio.get_event_loop() loop.run_until_complete(teeport.evaluator.task)
import nest_asyncio nest_asyncio.apply() import asyncio from teeport import Teeport from opt.evaluators.rosenbrock import evaluate teeport = Teeport('ws://lambda-sp3:8090/') teeport.run_evaluator(evaluate, 'Rosenbrock', name='Rosenbrock Noise 0.001', configs={ 'vrange': [-2, 2], 'wall_time': 1, 'noise_level': 1e-3, 'ret_origin': True }) print('evaluator is running...') loop = asyncio.get_event_loop() loop.run_until_complete(teeport.evaluator.task)
import nest_asyncio nest_asyncio.apply() import asyncio from teeport import Teeport from opt.evaluators.rosenbrock import evaluate teeport = Teeport('ws://lambda-sp3:8090/') teeport.run_evaluator(evaluate, 'Rosenbrock', name='Rosenbrock', configs={ 'vrange': [-2, 2], 'wall_time': 1, 'noise_level': 0, 'ret_origin': False }) print('evaluator is running...') loop = asyncio.get_event_loop() loop.run_until_complete(teeport.evaluator.task)
import nest_asyncio nest_asyncio.apply() import asyncio from teeport import Teeport from opt.evaluators.prob_pymoo import evaluate teeport = Teeport('ws://lambda-sp3:8090/') teeport.run_evaluator(evaluate, 'pymoo', name='pymoo Test Suite', configs={ 'prob_id': 'zdt1', 'vrange': [0, 1], 'wall_time': 1 }) print('evaluator is running...') loop = asyncio.get_event_loop() loop.run_until_complete(teeport.evaluator.task)
import nest_asyncio nest_asyncio.apply() import asyncio from teeport import Teeport from opt.evaluators.zdt import evaluate teeport = Teeport('ws://lambda-sp3:8090/') teeport.run_evaluator(evaluate, 'ZDT6', name='ZDT6', configs={ 'prob_id': 6, 'D': 30, 'wall_time': 1 }) print('evaluator is running...') loop = asyncio.get_event_loop() loop.run_until_complete(teeport.evaluator.task)
import nest_asyncio nest_asyncio.apply() import asyncio from teeport import Teeport from opt.evaluators.zdt1 import evaluate teeport = Teeport('ws://lambda-sp3:8090/') teeport.run_evaluator(evaluate, 'ZDT1', name='ZDT1', configs={ 'vrange': [0, 1], 'wall_time': 1 }) print('evaluator is running...') loop = asyncio.get_event_loop() loop.run_until_complete(teeport.evaluator.task)