Installation¶
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!pip install optuna
!pip install optuna
Sample Strategy¶
In [1]:
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# import talib.abstract as ta
from lettrade import DataFeed, Strategy, indicator as i
from lettrade.exchange.backtest import ForexBackTestAccount, let_backtest
from lettrade.indicator.vendor.qtpylib import inject_indicators
inject_indicators()
class SmaCross(Strategy):
ema1_window = 9
ema2_window = 21
def indicators(self, df: DataFeed):
# df["ema1"] = ta.EMA(df, timeperiod=self.ema1_window)
# df["ema2"] = ta.EMA(df, timeperiod=self.ema2_window)
df["ema1"] = df.close.ema(window=self.ema1_window)
df["ema2"] = df.close.ema(window=self.ema2_window)
df["signal_ema_crossover"] = i.crossover(df.ema1, df.ema2)
df["signal_ema_crossunder"] = i.crossunder(df.ema1, df.ema2)
def next(self, df: DataFeed):
if len(self.orders) > 0 or len(self.positions) > 0:
return
if df.l.signal_ema_crossover[-1]:
price = df.l.close[-1]
self.buy(size=0.1, sl=price - 0.001, tp=price + 0.001)
elif df.l.signal_ema_crossunder[-1]:
price = df.l.close[-1]
self.sell(size=0.1, sl=price + 0.001, tp=price - 0.001)
lt = let_backtest(
strategy=SmaCross,
datas="example/data/data/EURUSD_5m-0_10000.csv",
account=ForexBackTestAccount,
# plotter=None,
)
# import talib.abstract as ta
from lettrade import DataFeed, Strategy, indicator as i
from lettrade.exchange.backtest import ForexBackTestAccount, let_backtest
from lettrade.indicator.vendor.qtpylib import inject_indicators
inject_indicators()
class SmaCross(Strategy):
ema1_window = 9
ema2_window = 21
def indicators(self, df: DataFeed):
# df["ema1"] = ta.EMA(df, timeperiod=self.ema1_window)
# df["ema2"] = ta.EMA(df, timeperiod=self.ema2_window)
df["ema1"] = df.close.ema(window=self.ema1_window)
df["ema2"] = df.close.ema(window=self.ema2_window)
df["signal_ema_crossover"] = i.crossover(df.ema1, df.ema2)
df["signal_ema_crossunder"] = i.crossunder(df.ema1, df.ema2)
def next(self, df: DataFeed):
if len(self.orders) > 0 or len(self.positions) > 0:
return
if df.l.signal_ema_crossover[-1]:
price = df.l.close[-1]
self.buy(size=0.1, sl=price - 0.001, tp=price + 0.001)
elif df.l.signal_ema_crossunder[-1]:
price = df.l.close[-1]
self.sell(size=0.1, sl=price + 0.001, tp=price - 0.001)
lt = let_backtest(
strategy=SmaCross,
datas="example/data/data/EURUSD_5m-0_10000.csv",
account=ForexBackTestAccount,
# plotter=None,
)
Optimize¶
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import optuna
lettrade_model = lt.optimize_model()
def train_model(trial):
params = {
"ema1_window": trial.suggest_int("ema1_window", 5, 25, step=1),
"ema2_window": trial.suggest_int("ema2_window", 10, 50, step=1),
}
# Model
result = lettrade_model(params)
# Score
return result["equity"]
study = optuna.create_study(
study_name="example-study",
direction="maximize",
# storage='sqlite:///example.db',
load_if_exists=True,
)
study.optimize(train_model, n_trials=1_000)
import optuna
lettrade_model = lt.optimize_model()
def train_model(trial):
params = {
"ema1_window": trial.suggest_int("ema1_window", 5, 25, step=1),
"ema2_window": trial.suggest_int("ema2_window", 10, 50, step=1),
}
# Model
result = lettrade_model(params)
# Score
return result["equity"]
study = optuna.create_study(
study_name="example-study",
direction="maximize",
# storage='sqlite:///example.db',
load_if_exists=True,
)
study.optimize(train_model, n_trials=1_000)
[I 2024-07-02 16:43:59,663] A new study created in memory with name: example-study [I 2024-07-02 16:43:59,961] Trial 0 finished with value: 9945.98 and parameters: {'ema1_window': 7, 'ema2_window': 34}. Best is trial 0 with value: 9945.98. [I 2024-07-02 16:44:00,168] Trial 1 finished with value: 9978.7 and parameters: {'ema1_window': 14, 'ema2_window': 44}. Best is trial 1 with value: 9978.7. [I 2024-07-02 16:44:00,377] Trial 2 finished with value: 9961.2 and parameters: {'ema1_window': 16, 'ema2_window': 39}. Best is trial 1 with value: 9978.7. [I 2024-07-02 16:44:00,607] Trial 3 finished with value: 10033.02 and parameters: {'ema1_window': 16, 'ema2_window': 11}. Best is trial 3 with value: 10033.02. [I 2024-07-02 16:44:00,808] Trial 4 finished with value: 9998.88 and parameters: {'ema1_window': 13, 'ema2_window': 47}. Best is trial 3 with value: 10033.02. [I 2024-07-02 16:44:01,001] Trial 5 finished with value: 9907.68 and parameters: {'ema1_window': 15, 'ema2_window': 48}. Best is trial 3 with value: 10033.02. [I 2024-07-02 16:44:01,237] Trial 6 finished with value: 9976.22 and parameters: {'ema1_window': 6, 'ema2_window': 26}. Best is trial 3 with value: 10033.02. [I 2024-07-02 16:44:01,467] Trial 7 finished with value: 9986.2 and parameters: {'ema1_window': 9, 'ema2_window': 22}. Best is trial 3 with value: 10033.02. [I 2024-07-02 16:44:01,676] Trial 8 finished with value: 9914.42 and parameters: {'ema1_window': 23, 'ema2_window': 19}. Best is trial 3 with value: 10033.02. [I 2024-07-02 16:44:01,911] Trial 9 finished with value: 9804.6 and parameters: {'ema1_window': 7, 'ema2_window': 21}. Best is trial 3 with value: 10033.02. [I 2024-07-02 16:44:02,149] Trial 10 finished with value: 10001.7 and parameters: {'ema1_window': 21, 'ema2_window': 10}. Best is trial 3 with value: 10033.02. [I 2024-07-02 16:44:02,383] Trial 11 finished with value: 10110.18 and parameters: {'ema1_window': 23, 'ema2_window': 10}. Best is trial 11 with value: 10110.18. [I 2024-07-02 16:44:02,629] Trial 12 finished with value: 10000.68 and parameters: {'ema1_window': 19, 'ema2_window': 10}. Best is trial 11 with value: 10110.18. [I 2024-07-02 16:44:02,896] Trial 13 finished with value: 10014.94 and parameters: {'ema1_window': 25, 'ema2_window': 15}. Best is trial 11 with value: 10110.18. [I 2024-07-02 16:44:03,131] Trial 14 finished with value: 10162.62 and parameters: {'ema1_window': 18, 'ema2_window': 16}. Best is trial 14 with value: 10162.62. [I 2024-07-02 16:44:03,347] Trial 15 finished with value: 9907.0 and parameters: {'ema1_window': 19, 'ema2_window': 29}. Best is trial 14 with value: 10162.62. [I 2024-07-02 16:44:03,565] Trial 16 finished with value: 9985.34 and parameters: {'ema1_window': 25, 'ema2_window': 16}. Best is trial 14 with value: 10162.62. [I 2024-07-02 16:44:03,802] Trial 17 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 14 with value: 10162.62. [I 2024-07-02 16:44:04,034] Trial 18 finished with value: 9834.78 and parameters: {'ema1_window': 11, 'ema2_window': 26}. Best is trial 14 with value: 10162.62. [I 2024-07-02 16:44:04,269] Trial 19 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:04,483] Trial 20 finished with value: 9936.44 and parameters: {'ema1_window': 17, 'ema2_window': 34}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:04,489] Trial 21 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:04,701] Trial 22 finished with value: 9994.6 and parameters: {'ema1_window': 18, 'ema2_window': 23}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:04,924] Trial 23 finished with value: 10005.18 and parameters: {'ema1_window': 22, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:05,159] Trial 24 finished with value: 10160.48 and parameters: {'ema1_window': 18, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:05,396] Trial 25 finished with value: 9805.5 and parameters: {'ema1_window': 12, 'ema2_window': 24}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:05,662] Trial 26 finished with value: 10065.02 and parameters: {'ema1_window': 21, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:05,902] Trial 27 finished with value: 10022.02 and parameters: {'ema1_window': 17, 'ema2_window': 13}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:06,013] Trial 28 finished with value: 10000.0 and parameters: {'ema1_window': 19, 'ema2_window': 19}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:06,224] Trial 29 finished with value: 9948.18 and parameters: {'ema1_window': 21, 'ema2_window': 31}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:06,467] Trial 30 finished with value: 10002.86 and parameters: {'ema1_window': 15, 'ema2_window': 13}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:06,474] Trial 31 finished with value: 10160.48 and parameters: {'ema1_window': 18, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:06,695] Trial 32 finished with value: 9894.68 and parameters: {'ema1_window': 17, 'ema2_window': 20}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:06,934] Trial 33 finished with value: 10120.88 and parameters: {'ema1_window': 20, 'ema2_window': 13}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:07,143] Trial 34 finished with value: 9971.44 and parameters: {'ema1_window': 14, 'ema2_window': 42}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:07,376] Trial 35 finished with value: 9807.88 and parameters: {'ema1_window': 16, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:07,612] Trial 36 finished with value: 10020.16 and parameters: {'ema1_window': 18, 'ema2_window': 13}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:07,819] Trial 37 finished with value: 9966.88 and parameters: {'ema1_window': 15, 'ema2_window': 38}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:08,029] Trial 38 finished with value: 9936.64 and parameters: {'ema1_window': 23, 'ema2_window': 26}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:08,251] Trial 39 finished with value: 9904.44 and parameters: {'ema1_window': 14, 'ema2_window': 24}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:08,465] Trial 40 finished with value: 9994.5 and parameters: {'ema1_window': 20, 'ema2_window': 21}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:08,473] Trial 41 finished with value: 10160.48 and parameters: {'ema1_window': 18, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:08,762] Trial 42 finished with value: 10012.72 and parameters: {'ema1_window': 16, 'ema2_window': 12}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:08,769] Trial 43 finished with value: 10162.62 and parameters: {'ema1_window': 18, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:08,994] Trial 44 finished with value: 10094.6 and parameters: {'ema1_window': 19, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:09,211] Trial 45 finished with value: 9954.2 and parameters: {'ema1_window': 22, 'ema2_window': 21}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:09,446] Trial 46 finished with value: 10110.94 and parameters: {'ema1_window': 17, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:09,670] Trial 47 finished with value: 10074.88 and parameters: {'ema1_window': 20, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:09,678] Trial 48 finished with value: 10033.02 and parameters: {'ema1_window': 16, 'ema2_window': 11}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:09,892] Trial 49 finished with value: 9975.7 and parameters: {'ema1_window': 22, 'ema2_window': 19}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:10,114] Trial 50 finished with value: 9995.14 and parameters: {'ema1_window': 13, 'ema2_window': 28}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:10,121] Trial 51 finished with value: 10162.62 and parameters: {'ema1_window': 18, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:10,128] Trial 52 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:10,346] Trial 53 finished with value: 10016.0 and parameters: {'ema1_window': 21, 'ema2_window': 22}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:10,582] Trial 54 finished with value: 10124.06 and parameters: {'ema1_window': 19, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:10,820] Trial 55 finished with value: 10142.46 and parameters: {'ema1_window': 24, 'ema2_window': 11}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:11,059] Trial 56 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:11,066] Trial 57 finished with value: 9894.68 and parameters: {'ema1_window': 17, 'ema2_window': 20}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:11,277] Trial 58 finished with value: 9961.66 and parameters: {'ema1_window': 9, 'ema2_window': 49}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:11,285] Trial 59 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:11,515] Trial 60 finished with value: 10016.0 and parameters: {'ema1_window': 19, 'ema2_window': 24}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:11,811] Trial 61 finished with value: 10162.32 and parameters: {'ema1_window': 18, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:12,038] Trial 62 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:12,274] Trial 63 finished with value: 10000.1 and parameters: {'ema1_window': 19, 'ema2_window': 12}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:12,502] Trial 64 finished with value: 9845.26 and parameters: {'ema1_window': 17, 'ema2_window': 19}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:12,736] Trial 65 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:12,744] Trial 66 finished with value: 10162.62 and parameters: {'ema1_window': 18, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:12,993] Trial 67 finished with value: 10113.68 and parameters: {'ema1_window': 15, 'ema2_window': 10}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:13,235] Trial 68 finished with value: 10011.86 and parameters: {'ema1_window': 16, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:13,243] Trial 69 finished with value: 9936.44 and parameters: {'ema1_window': 17, 'ema2_window': 34}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:13,442] Trial 70 finished with value: 9964.56 and parameters: {'ema1_window': 22, 'ema2_window': 45}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:13,451] Trial 71 finished with value: 10162.62 and parameters: {'ema1_window': 18, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:13,458] Trial 72 finished with value: 10094.6 and parameters: {'ema1_window': 19, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:13,465] Trial 73 finished with value: 10162.62 and parameters: {'ema1_window': 18, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:13,472] Trial 74 finished with value: 10000.1 and parameters: {'ema1_window': 19, 'ema2_window': 12}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:13,688] Trial 75 finished with value: 9975.7 and parameters: {'ema1_window': 21, 'ema2_window': 20}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:13,696] Trial 76 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:13,809] Trial 77 finished with value: 10000.0 and parameters: {'ema1_window': 18, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:14,045] Trial 78 finished with value: 10160.48 and parameters: {'ema1_window': 17, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:14,269] Trial 79 finished with value: 9964.68 and parameters: {'ema1_window': 19, 'ema2_window': 21}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:14,503] Trial 80 finished with value: 9904.82 and parameters: {'ema1_window': 16, 'ema2_window': 23}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:14,511] Trial 81 finished with value: 10162.62 and parameters: {'ema1_window': 18, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:14,518] Trial 82 finished with value: 10124.06 and parameters: {'ema1_window': 19, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:14,525] Trial 83 finished with value: 10120.88 and parameters: {'ema1_window': 20, 'ema2_window': 13}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:14,532] Trial 84 finished with value: 10160.48 and parameters: {'ema1_window': 18, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:14,539] Trial 85 finished with value: 9845.26 and parameters: {'ema1_window': 17, 'ema2_window': 19}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:14,546] Trial 86 finished with value: 10162.62 and parameters: {'ema1_window': 18, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:14,553] Trial 87 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:14,867] Trial 88 finished with value: 10003.2 and parameters: {'ema1_window': 5, 'ema2_window': 12}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:15,094] Trial 89 finished with value: 10074.9 and parameters: {'ema1_window': 20, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:15,334] Trial 90 finished with value: 9857.34 and parameters: {'ema1_window': 15, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:15,343] Trial 91 finished with value: 10162.62 and parameters: {'ema1_window': 18, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:15,351] Trial 92 finished with value: 10160.48 and parameters: {'ema1_window': 18, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:15,358] Trial 93 finished with value: 9894.68 and parameters: {'ema1_window': 17, 'ema2_window': 20}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:15,365] Trial 94 finished with value: 10020.16 and parameters: {'ema1_window': 18, 'ema2_window': 13}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:15,373] Trial 95 finished with value: 10094.6 and parameters: {'ema1_window': 19, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:15,380] Trial 96 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:15,621] Trial 97 finished with value: 9961.8 and parameters: {'ema1_window': 20, 'ema2_window': 11}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:15,861] Trial 98 finished with value: 10160.68 and parameters: {'ema1_window': 19, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:15,869] Trial 99 finished with value: 9807.88 and parameters: {'ema1_window': 16, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:16,080] Trial 100 finished with value: 9938.72 and parameters: {'ema1_window': 20, 'ema2_window': 39}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:16,089] Trial 101 finished with value: 10110.94 and parameters: {'ema1_window': 17, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:16,314] Trial 102 finished with value: 9894.8 and parameters: {'ema1_window': 18, 'ema2_window': 19}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:16,322] Trial 103 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:16,329] Trial 104 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:16,564] Trial 105 finished with value: 10162.72 and parameters: {'ema1_window': 19, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:16,801] Trial 106 finished with value: 10110.74 and parameters: {'ema1_window': 19, 'ema2_window': 13}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:16,809] Trial 107 finished with value: 9948.18 and parameters: {'ema1_window': 21, 'ema2_window': 31}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:16,817] Trial 108 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:16,824] Trial 109 finished with value: 10124.06 and parameters: {'ema1_window': 19, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:16,832] Trial 110 finished with value: 10016.0 and parameters: {'ema1_window': 21, 'ema2_window': 22}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:16,839] Trial 111 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:16,846] Trial 112 finished with value: 10094.6 and parameters: {'ema1_window': 19, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:16,854] Trial 113 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:16,861] Trial 114 finished with value: 10162.72 and parameters: {'ema1_window': 19, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:16,869] Trial 115 finished with value: 10074.88 and parameters: {'ema1_window': 20, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:16,876] Trial 116 finished with value: 10000.0 and parameters: {'ema1_window': 19, 'ema2_window': 19}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:16,884] Trial 117 finished with value: 10000.1 and parameters: {'ema1_window': 19, 'ema2_window': 12}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:17,112] Trial 118 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:17,120] Trial 119 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:17,353] Trial 120 finished with value: 9944.52 and parameters: {'ema1_window': 19, 'ema2_window': 20}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:17,362] Trial 121 finished with value: 10160.48 and parameters: {'ema1_window': 18, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:17,370] Trial 122 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:17,601] Trial 123 finished with value: 10084.94 and parameters: {'ema1_window': 21, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:17,610] Trial 124 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:17,617] Trial 125 finished with value: 10120.88 and parameters: {'ema1_window': 20, 'ema2_window': 13}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:17,625] Trial 126 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:17,633] Trial 127 finished with value: 10000.0 and parameters: {'ema1_window': 19, 'ema2_window': 19}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:17,640] Trial 128 finished with value: 10094.6 and parameters: {'ema1_window': 19, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:17,648] Trial 129 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:17,931] Trial 130 finished with value: 10054.78 and parameters: {'ema1_window': 24, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:17,940] Trial 131 finished with value: 10124.06 and parameters: {'ema1_window': 19, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:17,948] Trial 132 finished with value: 10160.68 and parameters: {'ema1_window': 19, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:17,955] Trial 133 finished with value: 10162.62 and parameters: {'ema1_window': 18, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:17,963] Trial 134 finished with value: 10074.9 and parameters: {'ema1_window': 20, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:17,971] Trial 135 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:18,206] Trial 136 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:18,215] Trial 137 finished with value: 10162.72 and parameters: {'ema1_window': 19, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:18,223] Trial 138 finished with value: 10162.72 and parameters: {'ema1_window': 19, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:18,464] Trial 139 finished with value: 10110.84 and parameters: {'ema1_window': 18, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:18,731] Trial 140 finished with value: 9945.7 and parameters: {'ema1_window': 8, 'ema2_window': 11}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:18,740] Trial 141 finished with value: 10162.72 and parameters: {'ema1_window': 19, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:18,749] Trial 142 finished with value: 10124.06 and parameters: {'ema1_window': 19, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:18,757] Trial 143 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:18,765] Trial 144 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:18,773] Trial 145 finished with value: 10124.06 and parameters: {'ema1_window': 19, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:18,781] Trial 146 finished with value: 10020.16 and parameters: {'ema1_window': 18, 'ema2_window': 13}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,030] Trial 147 finished with value: 9933.1 and parameters: {'ema1_window': 12, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,039] Trial 148 finished with value: 10074.9 and parameters: {'ema1_window': 20, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,047] Trial 149 finished with value: 10160.48 and parameters: {'ema1_window': 17, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,055] Trial 150 finished with value: 10160.48 and parameters: {'ema1_window': 18, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,063] Trial 151 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,071] Trial 152 finished with value: 10124.06 and parameters: {'ema1_window': 19, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,078] Trial 153 finished with value: 10162.72 and parameters: {'ema1_window': 19, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,086] Trial 154 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,094] Trial 155 finished with value: 10074.9 and parameters: {'ema1_window': 20, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,102] Trial 156 finished with value: 10162.62 and parameters: {'ema1_window': 18, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,335] Trial 157 finished with value: 9924.06 and parameters: {'ema1_window': 20, 'ema2_window': 42}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,344] Trial 158 finished with value: 10160.68 and parameters: {'ema1_window': 19, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,352] Trial 159 finished with value: 9894.8 and parameters: {'ema1_window': 18, 'ema2_window': 19}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,360] Trial 160 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,368] Trial 161 finished with value: 10124.06 and parameters: {'ema1_window': 19, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,376] Trial 162 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,384] Trial 163 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,392] Trial 164 finished with value: 10000.0 and parameters: {'ema1_window': 18, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,400] Trial 165 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,408] Trial 166 finished with value: 10074.88 and parameters: {'ema1_window': 20, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,416] Trial 167 finished with value: 10162.62 and parameters: {'ema1_window': 18, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,424] Trial 168 finished with value: 10124.06 and parameters: {'ema1_window': 19, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,432] Trial 169 finished with value: 10160.48 and parameters: {'ema1_window': 17, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,440] Trial 170 finished with value: 10094.6 and parameters: {'ema1_window': 19, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,448] Trial 171 finished with value: 10160.68 and parameters: {'ema1_window': 19, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,662] Trial 172 finished with value: 9920.08 and parameters: {'ema1_window': 19, 'ema2_window': 36}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,671] Trial 173 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,680] Trial 174 finished with value: 10160.48 and parameters: {'ema1_window': 18, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,688] Trial 175 finished with value: 10162.72 and parameters: {'ema1_window': 19, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,696] Trial 176 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,704] Trial 177 finished with value: 10162.32 and parameters: {'ema1_window': 18, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,713] Trial 178 finished with value: 10160.68 and parameters: {'ema1_window': 19, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,721] Trial 179 finished with value: 10124.06 and parameters: {'ema1_window': 19, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,729] Trial 180 finished with value: 10074.9 and parameters: {'ema1_window': 20, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,737] Trial 181 finished with value: 10162.72 and parameters: {'ema1_window': 19, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,746] Trial 182 finished with value: 10162.72 and parameters: {'ema1_window': 19, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,754] Trial 183 finished with value: 10020.16 and parameters: {'ema1_window': 18, 'ema2_window': 13}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,762] Trial 184 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,985] Trial 185 finished with value: 9936.22 and parameters: {'ema1_window': 20, 'ema2_window': 26}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:19,994] Trial 186 finished with value: 10162.62 and parameters: {'ema1_window': 18, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,002] Trial 187 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,010] Trial 188 finished with value: 10084.94 and parameters: {'ema1_window': 21, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,019] Trial 189 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,250] Trial 190 finished with value: 10025.12 and parameters: {'ema1_window': 20, 'ema2_window': 19}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,260] Trial 191 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,269] Trial 192 finished with value: 10124.06 and parameters: {'ema1_window': 19, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,278] Trial 193 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,287] Trial 194 finished with value: 10000.0 and parameters: {'ema1_window': 18, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,295] Trial 195 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,304] Trial 196 finished with value: 10160.68 and parameters: {'ema1_window': 19, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,313] Trial 197 finished with value: 10074.88 and parameters: {'ema1_window': 20, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,322] Trial 198 finished with value: 10160.48 and parameters: {'ema1_window': 18, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,331] Trial 199 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,340] Trial 200 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,349] Trial 201 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,358] Trial 202 finished with value: 10124.06 and parameters: {'ema1_window': 19, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,367] Trial 203 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,376] Trial 204 finished with value: 10000.0 and parameters: {'ema1_window': 18, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,385] Trial 205 finished with value: 10160.68 and parameters: {'ema1_window': 19, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,394] Trial 206 finished with value: 10160.48 and parameters: {'ema1_window': 18, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,403] Trial 207 finished with value: 10074.88 and parameters: {'ema1_window': 20, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,413] Trial 208 finished with value: 10124.06 and parameters: {'ema1_window': 19, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,681] Trial 209 finished with value: 9852.9 and parameters: {'ema1_window': 10, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,691] Trial 210 finished with value: 10160.48 and parameters: {'ema1_window': 18, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,701] Trial 211 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,710] Trial 212 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,719] Trial 213 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,728] Trial 214 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,736] Trial 215 finished with value: 10162.72 and parameters: {'ema1_window': 19, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,746] Trial 216 finished with value: 10124.06 and parameters: {'ema1_window': 19, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,755] Trial 217 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,764] Trial 218 finished with value: 10094.6 and parameters: {'ema1_window': 19, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,773] Trial 219 finished with value: 10162.32 and parameters: {'ema1_window': 18, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,782] Trial 220 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,791] Trial 221 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,800] Trial 222 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,810] Trial 223 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,819] Trial 224 finished with value: 10162.72 and parameters: {'ema1_window': 19, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,827] Trial 225 finished with value: 10162.32 and parameters: {'ema1_window': 18, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,836] Trial 226 finished with value: 10160.68 and parameters: {'ema1_window': 19, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,845] Trial 227 finished with value: 10000.0 and parameters: {'ema1_window': 18, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,854] Trial 228 finished with value: 10074.88 and parameters: {'ema1_window': 20, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,863] Trial 229 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,872] Trial 230 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,881] Trial 231 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,890] Trial 232 finished with value: 10162.72 and parameters: {'ema1_window': 19, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,899] Trial 233 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:20,908] Trial 234 finished with value: 10074.88 and parameters: {'ema1_window': 20, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,128] Trial 235 finished with value: 9966.68 and parameters: {'ema1_window': 18, 'ema2_window': 33}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,138] Trial 236 finished with value: 10162.72 and parameters: {'ema1_window': 19, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,147] Trial 237 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,156] Trial 238 finished with value: 10160.48 and parameters: {'ema1_window': 18, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,165] Trial 239 finished with value: 10094.6 and parameters: {'ema1_window': 19, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,174] Trial 240 finished with value: 10124.06 and parameters: {'ema1_window': 19, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,183] Trial 241 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,192] Trial 242 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,201] Trial 243 finished with value: 10162.72 and parameters: {'ema1_window': 19, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,210] Trial 244 finished with value: 10124.06 and parameters: {'ema1_window': 19, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,220] Trial 245 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,229] Trial 246 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,238] Trial 247 finished with value: 10162.32 and parameters: {'ema1_window': 18, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,248] Trial 248 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,258] Trial 249 finished with value: 10162.62 and parameters: {'ema1_window': 18, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,268] Trial 250 finished with value: 10094.6 and parameters: {'ema1_window': 19, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,277] Trial 251 finished with value: 10162.72 and parameters: {'ema1_window': 19, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,501] Trial 252 finished with value: 9976.74 and parameters: {'ema1_window': 20, 'ema2_window': 28}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,511] Trial 253 finished with value: 10124.06 and parameters: {'ema1_window': 19, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,521] Trial 254 finished with value: 10160.68 and parameters: {'ema1_window': 19, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,530] Trial 255 finished with value: 10162.62 and parameters: {'ema1_window': 18, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,539] Trial 256 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,549] Trial 257 finished with value: 10162.32 and parameters: {'ema1_window': 18, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,558] Trial 258 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,567] Trial 259 finished with value: 10160.68 and parameters: {'ema1_window': 19, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,576] Trial 260 finished with value: 10074.88 and parameters: {'ema1_window': 20, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,841] Trial 261 finished with value: 9935.0 and parameters: {'ema1_window': 19, 'ema2_window': 47}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,852] Trial 262 finished with value: 10000.0 and parameters: {'ema1_window': 18, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,862] Trial 263 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,872] Trial 264 finished with value: 10162.72 and parameters: {'ema1_window': 19, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,883] Trial 265 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,894] Trial 266 finished with value: 10162.62 and parameters: {'ema1_window': 18, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,905] Trial 267 finished with value: 10000.0 and parameters: {'ema1_window': 19, 'ema2_window': 19}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,915] Trial 268 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,931] Trial 269 finished with value: 10124.06 and parameters: {'ema1_window': 19, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,943] Trial 270 finished with value: 10110.84 and parameters: {'ema1_window': 18, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,954] Trial 271 finished with value: 10124.06 and parameters: {'ema1_window': 19, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,963] Trial 272 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,973] Trial 273 finished with value: 10094.6 and parameters: {'ema1_window': 19, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,983] Trial 274 finished with value: 10162.62 and parameters: {'ema1_window': 18, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:21,992] Trial 275 finished with value: 10124.06 and parameters: {'ema1_window': 19, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:22,002] Trial 276 finished with value: 10120.88 and parameters: {'ema1_window': 20, 'ema2_window': 13}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:22,012] Trial 277 finished with value: 10162.72 and parameters: {'ema1_window': 19, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:22,022] Trial 278 finished with value: 10162.62 and parameters: {'ema1_window': 18, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:22,032] Trial 279 finished with value: 10124.06 and parameters: {'ema1_window': 19, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:22,273] Trial 280 finished with value: 10085.04 and parameters: {'ema1_window': 24, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:22,284] Trial 281 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:22,294] Trial 282 finished with value: 10162.72 and parameters: {'ema1_window': 19, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:22,303] Trial 283 finished with value: 10094.6 and parameters: {'ema1_window': 19, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:22,560] Trial 284 finished with value: 9986.14 and parameters: {'ema1_window': 13, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:22,572] Trial 285 finished with value: 10160.48 and parameters: {'ema1_window': 18, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:22,694] Trial 286 finished with value: 10000.0 and parameters: {'ema1_window': 17, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:22,705] Trial 287 finished with value: 10074.9 and parameters: {'ema1_window': 20, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:22,715] Trial 288 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:22,725] Trial 289 finished with value: 10110.84 and parameters: {'ema1_window': 18, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:22,734] Trial 290 finished with value: 10124.06 and parameters: {'ema1_window': 19, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:22,744] Trial 291 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:22,981] Trial 292 finished with value: 10064.82 and parameters: {'ema1_window': 23, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:22,992] Trial 293 finished with value: 10124.06 and parameters: {'ema1_window': 19, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:23,002] Trial 294 finished with value: 10160.48 and parameters: {'ema1_window': 18, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:23,012] Trial 295 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:23,238] Trial 296 finished with value: 9935.92 and parameters: {'ema1_window': 20, 'ema2_window': 25}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:23,465] Trial 297 finished with value: 9974.12 and parameters: {'ema1_window': 25, 'ema2_window': 19}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:23,476] Trial 298 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:23,486] Trial 299 finished with value: 10065.02 and parameters: {'ema1_window': 21, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:23,760] Trial 300 finished with value: 9944.7 and parameters: {'ema1_window': 6, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:23,770] Trial 301 finished with value: 10110.74 and parameters: {'ema1_window': 19, 'ema2_window': 13}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:23,780] Trial 302 finished with value: 10110.84 and parameters: {'ema1_window': 18, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:23,790] Trial 303 finished with value: 10124.06 and parameters: {'ema1_window': 19, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:23,800] Trial 304 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:23,810] Trial 305 finished with value: 10162.72 and parameters: {'ema1_window': 19, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:24,059] Trial 306 finished with value: 9975.46 and parameters: {'ema1_window': 14, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:24,069] Trial 307 finished with value: 10124.06 and parameters: {'ema1_window': 19, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:24,079] Trial 308 finished with value: 10160.48 and parameters: {'ema1_window': 18, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:24,089] Trial 309 finished with value: 10074.9 and parameters: {'ema1_window': 20, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:24,099] Trial 310 finished with value: 10162.62 and parameters: {'ema1_window': 18, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:24,109] Trial 311 finished with value: 10160.68 and parameters: {'ema1_window': 19, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:24,119] Trial 312 finished with value: 9920.08 and parameters: {'ema1_window': 19, 'ema2_window': 36}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:24,128] Trial 313 finished with value: 10074.88 and parameters: {'ema1_window': 20, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:24,138] Trial 314 finished with value: 10124.06 and parameters: {'ema1_window': 19, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:24,368] Trial 315 finished with value: 9926.7 and parameters: {'ema1_window': 18, 'ema2_window': 30}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:24,379] Trial 316 finished with value: 10162.72 and parameters: {'ema1_window': 19, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:24,389] Trial 317 finished with value: 9894.8 and parameters: {'ema1_window': 18, 'ema2_window': 19}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:24,399] Trial 318 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:24,409] Trial 319 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:24,649] Trial 320 finished with value: 9806.52 and parameters: {'ema1_window': 17, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:24,860] Trial 321 finished with value: 9942.72 and parameters: {'ema1_window': 19, 'ema2_window': 41}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:24,872] Trial 322 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:24,882] Trial 323 finished with value: 10162.72 and parameters: {'ema1_window': 19, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:24,892] Trial 324 finished with value: 10162.32 and parameters: {'ema1_window': 18, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:24,902] Trial 325 finished with value: 10110.74 and parameters: {'ema1_window': 19, 'ema2_window': 13}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:24,912] Trial 326 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:24,922] Trial 327 finished with value: 10162.32 and parameters: {'ema1_window': 18, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:24,932] Trial 328 finished with value: 10160.68 and parameters: {'ema1_window': 19, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:24,942] Trial 329 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:25,174] Trial 330 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:25,186] Trial 331 finished with value: 10094.6 and parameters: {'ema1_window': 19, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:25,196] Trial 332 finished with value: 10162.72 and parameters: {'ema1_window': 19, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:25,206] Trial 333 finished with value: 10162.32 and parameters: {'ema1_window': 18, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:25,216] Trial 334 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:25,226] Trial 335 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:25,236] Trial 336 finished with value: 10124.06 and parameters: {'ema1_window': 19, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:25,533] Trial 337 finished with value: 9974.12 and parameters: {'ema1_window': 12, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:25,543] Trial 338 finished with value: 9894.8 and parameters: {'ema1_window': 18, 'ema2_window': 19}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:25,554] Trial 339 finished with value: 10074.9 and parameters: {'ema1_window': 20, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:25,564] Trial 340 finished with value: 10162.72 and parameters: {'ema1_window': 19, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:25,766] Trial 341 finished with value: 9934.2 and parameters: {'ema1_window': 18, 'ema2_window': 50}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:25,777] Trial 342 finished with value: 10110.74 and parameters: {'ema1_window': 19, 'ema2_window': 13}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:25,788] Trial 343 finished with value: 10110.84 and parameters: {'ema1_window': 18, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:25,799] Trial 344 finished with value: 10124.06 and parameters: {'ema1_window': 19, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:25,809] Trial 345 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:25,820] Trial 346 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:25,830] Trial 347 finished with value: 10124.06 and parameters: {'ema1_window': 19, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:25,840] Trial 348 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:25,851] Trial 349 finished with value: 10160.68 and parameters: {'ema1_window': 19, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:25,861] Trial 350 finished with value: 10162.32 and parameters: {'ema1_window': 18, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:25,872] Trial 351 finished with value: 10094.6 and parameters: {'ema1_window': 19, 'ema2_window': 18}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:25,988] Trial 352 finished with value: 10000.0 and parameters: {'ema1_window': 20, 'ema2_window': 20}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:25,999] Trial 353 finished with value: 10162.82 and parameters: {'ema1_window': 19, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:26,009] Trial 354 finished with value: 10162.72 and parameters: {'ema1_window': 19, 'ema2_window': 15}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:26,020] Trial 355 finished with value: 10162.62 and parameters: {'ema1_window': 18, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:26,031] Trial 356 finished with value: 10162.62 and parameters: {'ema1_window': 18, 'ema2_window': 16}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:26,041] Trial 357 finished with value: 10160.68 and parameters: {'ema1_window': 19, 'ema2_window': 14}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:26,052] Trial 358 finished with value: 10000.0 and parameters: {'ema1_window': 17, 'ema2_window': 17}. Best is trial 19 with value: 10162.82. [I 2024-07-02 16:44:26,291] Trial 359 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:26,550] Trial 360 finished with value: 9819.04 and parameters: {'ema1_window': 11, 'ema2_window': 12}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:26,561] Trial 361 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:26,797] Trial 362 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:26,809] Trial 363 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:26,820] Trial 364 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:26,831] Trial 365 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:26,842] Trial 366 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:27,061] Trial 367 finished with value: 9886.96 and parameters: {'ema1_window': 20, 'ema2_window': 27}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:27,287] Trial 368 finished with value: 9975.92 and parameters: {'ema1_window': 21, 'ema2_window': 23}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:27,300] Trial 369 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:27,311] Trial 370 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:27,322] Trial 371 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:27,333] Trial 372 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:27,344] Trial 373 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:27,356] Trial 374 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:27,367] Trial 375 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:27,597] Trial 376 finished with value: 10085.04 and parameters: {'ema1_window': 23, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:27,610] Trial 377 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:27,622] Trial 378 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:27,863] Trial 379 finished with value: 10091.24 and parameters: {'ema1_window': 21, 'ema2_window': 12}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:27,876] Trial 380 finished with value: 10091.24 and parameters: {'ema1_window': 21, 'ema2_window': 12}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:27,887] Trial 381 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,127] Trial 382 finished with value: 10142.84 and parameters: {'ema1_window': 22, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,139] Trial 383 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,151] Trial 384 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,162] Trial 385 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,173] Trial 386 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,185] Trial 387 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,426] Trial 388 finished with value: 10030.54 and parameters: {'ema1_window': 22, 'ema2_window': 10}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,439] Trial 389 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,451] Trial 390 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,463] Trial 391 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,476] Trial 392 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,489] Trial 393 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,501] Trial 394 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,513] Trial 395 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,524] Trial 396 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,536] Trial 397 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,548] Trial 398 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,760] Trial 399 finished with value: 9928.24 and parameters: {'ema1_window': 21, 'ema2_window': 32}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,773] Trial 400 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,785] Trial 401 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,797] Trial 402 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,808] Trial 403 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,820] Trial 404 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,832] Trial 405 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,844] Trial 406 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,855] Trial 407 finished with value: 10091.24 and parameters: {'ema1_window': 21, 'ema2_window': 12}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,867] Trial 408 finished with value: 10085.04 and parameters: {'ema1_window': 23, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,879] Trial 409 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,891] Trial 410 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,902] Trial 411 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,914] Trial 412 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,926] Trial 413 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,939] Trial 414 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,951] Trial 415 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,962] Trial 416 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:28,974] Trial 417 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,274] Trial 418 finished with value: 10162.48 and parameters: {'ema1_window': 22, 'ema2_window': 12}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,286] Trial 419 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,299] Trial 420 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,313] Trial 421 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,559] Trial 422 finished with value: 10090.94 and parameters: {'ema1_window': 22, 'ema2_window': 11}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,572] Trial 423 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,585] Trial 424 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,597] Trial 425 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,609] Trial 426 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,621] Trial 427 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,633] Trial 428 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,645] Trial 429 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,657] Trial 430 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,669] Trial 431 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,683] Trial 432 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,695] Trial 433 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,707] Trial 434 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,720] Trial 435 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,732] Trial 436 finished with value: 10091.24 and parameters: {'ema1_window': 21, 'ema2_window': 12}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,744] Trial 437 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,756] Trial 438 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,769] Trial 439 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,781] Trial 440 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,793] Trial 441 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,805] Trial 442 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,818] Trial 443 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,830] Trial 444 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,841] Trial 445 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,855] Trial 446 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,869] Trial 447 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,882] Trial 448 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,894] Trial 449 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:29,906] Trial 450 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:30,140] Trial 451 finished with value: 10095.32 and parameters: {'ema1_window': 23, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:30,153] Trial 452 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:30,165] Trial 453 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:30,177] Trial 454 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:30,189] Trial 455 finished with value: 10091.24 and parameters: {'ema1_window': 21, 'ema2_window': 12}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:30,201] Trial 456 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:30,213] Trial 457 finished with value: 10142.84 and parameters: {'ema1_window': 22, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:30,224] Trial 458 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:30,430] Trial 459 finished with value: 10023.76 and parameters: {'ema1_window': 22, 'ema2_window': 46}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:30,443] Trial 460 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:30,455] Trial 461 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:30,660] Trial 462 finished with value: 9938.82 and parameters: {'ema1_window': 22, 'ema2_window': 37}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:30,673] Trial 463 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:30,685] Trial 464 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:30,697] Trial 465 finished with value: 10142.84 and parameters: {'ema1_window': 22, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:30,709] Trial 466 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:30,720] Trial 467 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:30,732] Trial 468 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:30,743] Trial 469 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:30,755] Trial 470 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:30,767] Trial 471 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:30,780] Trial 472 finished with value: 10162.48 and parameters: {'ema1_window': 22, 'ema2_window': 12}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:30,792] Trial 473 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:30,804] Trial 474 finished with value: 10085.04 and parameters: {'ema1_window': 23, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:30,817] Trial 475 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:31,024] Trial 476 finished with value: 9964.26 and parameters: {'ema1_window': 22, 'ema2_window': 44}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:31,038] Trial 477 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:31,050] Trial 478 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:31,283] Trial 479 finished with value: 10085.04 and parameters: {'ema1_window': 22, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:31,297] Trial 480 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:31,309] Trial 481 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:31,321] Trial 482 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:31,333] Trial 483 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:31,345] Trial 484 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:31,357] Trial 485 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:31,566] Trial 486 finished with value: 9924.46 and parameters: {'ema1_window': 21, 'ema2_window': 39}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:31,580] Trial 487 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:31,593] Trial 488 finished with value: 10085.04 and parameters: {'ema1_window': 22, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:31,606] Trial 489 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:31,619] Trial 490 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:31,632] Trial 491 finished with value: 10091.24 and parameters: {'ema1_window': 21, 'ema2_window': 12}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:31,646] Trial 492 finished with value: 10085.04 and parameters: {'ema1_window': 22, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:31,658] Trial 493 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:31,881] Trial 494 finished with value: 9976.76 and parameters: {'ema1_window': 21, 'ema2_window': 29}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:31,896] Trial 495 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:31,909] Trial 496 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:32,137] Trial 497 finished with value: 9870.42 and parameters: {'ema1_window': 21, 'ema2_window': 35}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:32,151] Trial 498 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:32,164] Trial 499 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:32,177] Trial 500 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:32,189] Trial 501 finished with value: 10085.04 and parameters: {'ema1_window': 22, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:32,202] Trial 502 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:32,214] Trial 503 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:32,227] Trial 504 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:32,461] Trial 505 finished with value: 10045.48 and parameters: {'ema1_window': 20, 'ema2_window': 22}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:32,475] Trial 506 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:32,488] Trial 507 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:32,500] Trial 508 finished with value: 10085.04 and parameters: {'ema1_window': 22, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:32,513] Trial 509 finished with value: 9961.8 and parameters: {'ema1_window': 20, 'ema2_window': 11}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:32,526] Trial 510 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:32,538] Trial 511 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:32,761] Trial 512 finished with value: 9926.5 and parameters: {'ema1_window': 23, 'ema2_window': 25}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:32,775] Trial 513 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:32,788] Trial 514 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:32,800] Trial 515 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:33,095] Trial 516 finished with value: 9833.88 and parameters: {'ema1_window': 9, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:33,110] Trial 517 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:33,123] Trial 518 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:33,135] Trial 519 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:33,148] Trial 520 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:33,161] Trial 521 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:33,498] Trial 522 finished with value: 9874.14 and parameters: {'ema1_window': 7, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:33,512] Trial 523 finished with value: 10120.88 and parameters: {'ema1_window': 20, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:33,525] Trial 524 finished with value: 10162.48 and parameters: {'ema1_window': 22, 'ema2_window': 12}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:33,537] Trial 525 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:33,550] Trial 526 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:33,563] Trial 527 finished with value: 10085.04 and parameters: {'ema1_window': 22, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:33,576] Trial 528 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:33,589] Trial 529 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:33,602] Trial 530 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:33,865] Trial 531 finished with value: 10064.92 and parameters: {'ema1_window': 22, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:33,879] Trial 532 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:33,892] Trial 533 finished with value: 10120.88 and parameters: {'ema1_window': 20, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:33,905] Trial 534 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:34,191] Trial 535 finished with value: 9935.76 and parameters: {'ema1_window': 5, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:34,205] Trial 536 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:34,220] Trial 537 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:34,236] Trial 538 finished with value: 10084.94 and parameters: {'ema1_window': 21, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:34,251] Trial 539 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:34,264] Trial 540 finished with value: 10064.82 and parameters: {'ema1_window': 23, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:34,277] Trial 541 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:34,290] Trial 542 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:34,303] Trial 543 finished with value: 10085.04 and parameters: {'ema1_window': 22, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:34,316] Trial 544 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:34,328] Trial 545 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:34,540] Trial 546 finished with value: 9923.96 and parameters: {'ema1_window': 22, 'ema2_window': 41}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:34,554] Trial 547 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:34,567] Trial 548 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:34,580] Trial 549 finished with value: 10120.88 and parameters: {'ema1_window': 20, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:34,594] Trial 550 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:34,607] Trial 551 finished with value: 10064.92 and parameters: {'ema1_window': 22, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:34,620] Trial 552 finished with value: 10091.24 and parameters: {'ema1_window': 21, 'ema2_window': 12}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:34,633] Trial 553 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:34,647] Trial 554 finished with value: 10085.04 and parameters: {'ema1_window': 22, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:34,660] Trial 555 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:34,781] Trial 556 finished with value: 10000.0 and parameters: {'ema1_window': 15, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:34,796] Trial 557 finished with value: 10084.94 and parameters: {'ema1_window': 21, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:34,811] Trial 558 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:34,826] Trial 559 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:35,090] Trial 560 finished with value: 10052.74 and parameters: {'ema1_window': 14, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:35,106] Trial 561 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:35,120] Trial 562 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:35,133] Trial 563 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:35,147] Trial 564 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:35,160] Trial 565 finished with value: 10064.92 and parameters: {'ema1_window': 22, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:35,174] Trial 566 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:35,188] Trial 567 finished with value: 10120.88 and parameters: {'ema1_window': 20, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:35,201] Trial 568 finished with value: 10085.04 and parameters: {'ema1_window': 23, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:35,215] Trial 569 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:35,228] Trial 570 finished with value: 10085.04 and parameters: {'ema1_window': 22, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:35,242] Trial 571 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:35,255] Trial 572 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:35,268] Trial 573 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:35,390] Trial 574 finished with value: 10000.0 and parameters: {'ema1_window': 21, 'ema2_window': 21}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:35,405] Trial 575 finished with value: 10084.94 and parameters: {'ema1_window': 21, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:35,419] Trial 576 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:35,433] Trial 577 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:35,659] Trial 578 finished with value: 9948.26 and parameters: {'ema1_window': 20, 'ema2_window': 33}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:35,674] Trial 579 finished with value: 10142.84 and parameters: {'ema1_window': 22, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:35,688] Trial 580 finished with value: 10091.24 and parameters: {'ema1_window': 21, 'ema2_window': 12}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:35,702] Trial 581 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:35,715] Trial 582 finished with value: 10085.04 and parameters: {'ema1_window': 22, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:35,729] Trial 583 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:35,742] Trial 584 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:35,756] Trial 585 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:35,769] Trial 586 finished with value: 10064.92 and parameters: {'ema1_window': 22, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:35,784] Trial 587 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:35,797] Trial 588 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:35,811] Trial 589 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:36,020] Trial 590 finished with value: 10032.88 and parameters: {'ema1_window': 22, 'ema2_window': 48}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:36,034] Trial 591 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:36,048] Trial 592 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:36,061] Trial 593 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:36,075] Trial 594 finished with value: 10142.84 and parameters: {'ema1_window': 22, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:36,088] Trial 595 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:36,102] Trial 596 finished with value: 10074.88 and parameters: {'ema1_window': 20, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:36,354] Trial 597 finished with value: 10090.6 and parameters: {'ema1_window': 21, 'ema2_window': 11}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:36,368] Trial 598 finished with value: 10064.82 and parameters: {'ema1_window': 23, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:36,382] Trial 599 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:36,395] Trial 600 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:36,408] Trial 601 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:36,421] Trial 602 finished with value: 10074.88 and parameters: {'ema1_window': 20, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:36,435] Trial 603 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:36,448] Trial 604 finished with value: 10091.24 and parameters: {'ema1_window': 21, 'ema2_window': 12}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:36,462] Trial 605 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:36,481] Trial 606 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:36,748] Trial 607 finished with value: 9818.84 and parameters: {'ema1_window': 8, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:36,763] Trial 608 finished with value: 10142.84 and parameters: {'ema1_window': 22, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:36,777] Trial 609 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:36,791] Trial 610 finished with value: 10074.88 and parameters: {'ema1_window': 20, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:37,041] Trial 611 finished with value: 10049.8 and parameters: {'ema1_window': 16, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:37,056] Trial 612 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:37,070] Trial 613 finished with value: 10085.04 and parameters: {'ema1_window': 22, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:37,084] Trial 614 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:37,321] Trial 615 finished with value: 10074.58 and parameters: {'ema1_window': 25, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:37,337] Trial 616 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:37,351] Trial 617 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:37,365] Trial 618 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:37,378] Trial 619 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:37,634] Trial 620 finished with value: 9913.02 and parameters: {'ema1_window': 10, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:37,649] Trial 621 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:37,663] Trial 622 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:37,677] Trial 623 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:37,691] Trial 624 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:37,705] Trial 625 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:37,991] Trial 626 finished with value: 9936.12 and parameters: {'ema1_window': 22, 'ema2_window': 23}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:38,007] Trial 627 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:38,021] Trial 628 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:38,035] Trial 629 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:38,263] Trial 630 finished with value: 9985.34 and parameters: {'ema1_window': 24, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:38,277] Trial 631 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:38,290] Trial 632 finished with value: 10001.7 and parameters: {'ema1_window': 21, 'ema2_window': 10}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:38,303] Trial 633 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:38,318] Trial 634 finished with value: 10091.24 and parameters: {'ema1_window': 21, 'ema2_window': 12}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:38,332] Trial 635 finished with value: 10142.84 and parameters: {'ema1_window': 22, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:38,347] Trial 636 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:38,360] Trial 637 finished with value: 10084.94 and parameters: {'ema1_window': 21, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:38,374] Trial 638 finished with value: 9948.18 and parameters: {'ema1_window': 21, 'ema2_window': 31}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:38,388] Trial 639 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:38,402] Trial 640 finished with value: 10065.02 and parameters: {'ema1_window': 21, 'ema2_window': 18}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:38,415] Trial 641 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:38,429] Trial 642 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:38,442] Trial 643 finished with value: 10095.32 and parameters: {'ema1_window': 23, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:38,456] Trial 644 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:38,470] Trial 645 finished with value: 10120.88 and parameters: {'ema1_window': 20, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:38,483] Trial 646 finished with value: 10085.04 and parameters: {'ema1_window': 22, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:38,497] Trial 647 finished with value: 10084.94 and parameters: {'ema1_window': 21, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:38,510] Trial 648 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:38,723] Trial 649 finished with value: 9945.14 and parameters: {'ema1_window': 20, 'ema2_window': 44}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:38,738] Trial 650 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:38,752] Trial 651 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:38,767] Trial 652 finished with value: 10120.88 and parameters: {'ema1_window': 20, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:38,782] Trial 653 finished with value: 9986.14 and parameters: {'ema1_window': 13, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,004] Trial 654 finished with value: 9936.64 and parameters: {'ema1_window': 22, 'ema2_window': 27}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,018] Trial 655 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,033] Trial 656 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,046] Trial 657 finished with value: 10084.94 and parameters: {'ema1_window': 21, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,061] Trial 658 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,074] Trial 659 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,088] Trial 660 finished with value: 10065.02 and parameters: {'ema1_window': 21, 'ema2_window': 18}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,102] Trial 661 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,116] Trial 662 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,130] Trial 663 finished with value: 10085.04 and parameters: {'ema1_window': 22, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,144] Trial 664 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,158] Trial 665 finished with value: 10120.88 and parameters: {'ema1_window': 20, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,172] Trial 666 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,186] Trial 667 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,201] Trial 668 finished with value: 10091.24 and parameters: {'ema1_window': 21, 'ema2_window': 12}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,451] Trial 669 finished with value: 10122.48 and parameters: {'ema1_window': 23, 'ema2_window': 11}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,466] Trial 670 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,480] Trial 671 finished with value: 10085.04 and parameters: {'ema1_window': 22, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,494] Trial 672 finished with value: 10084.94 and parameters: {'ema1_window': 21, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,508] Trial 673 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,522] Trial 674 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,536] Trial 675 finished with value: 10120.88 and parameters: {'ema1_window': 20, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,551] Trial 676 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,565] Trial 677 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,579] Trial 678 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,593] Trial 679 finished with value: 10084.94 and parameters: {'ema1_window': 21, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,607] Trial 680 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,621] Trial 681 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,635] Trial 682 finished with value: 10120.88 and parameters: {'ema1_window': 20, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,650] Trial 683 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,664] Trial 684 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,678] Trial 685 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,692] Trial 686 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,709] Trial 687 finished with value: 10084.94 and parameters: {'ema1_window': 21, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,724] Trial 688 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,739] Trial 689 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,754] Trial 690 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,769] Trial 691 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:39,789] Trial 692 finished with value: 10005.18 and parameters: {'ema1_window': 22, 'ema2_window': 18}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:40,023] Trial 693 finished with value: 9926.06 and parameters: {'ema1_window': 21, 'ema2_window': 25}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:40,045] Trial 694 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:40,062] Trial 695 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:40,078] Trial 696 finished with value: 10085.04 and parameters: {'ema1_window': 22, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:40,094] Trial 697 finished with value: 10091.24 and parameters: {'ema1_window': 21, 'ema2_window': 12}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:40,314] Trial 698 finished with value: 9896.22 and parameters: {'ema1_window': 12, 'ema2_window': 42}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:40,330] Trial 699 finished with value: 10074.88 and parameters: {'ema1_window': 20, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:40,347] Trial 700 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:40,363] Trial 701 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:40,379] Trial 702 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:40,396] Trial 703 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:40,414] Trial 704 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:40,430] Trial 705 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:40,445] Trial 706 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:40,460] Trial 707 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:40,479] Trial 708 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:40,494] Trial 709 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:40,721] Trial 710 finished with value: 9923.68 and parameters: {'ema1_window': 22, 'ema2_window': 38}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:40,974] Trial 711 finished with value: 10015.24 and parameters: {'ema1_window': 23, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:40,991] Trial 712 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:41,007] Trial 713 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:41,022] Trial 714 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:41,037] Trial 715 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:41,053] Trial 716 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:41,068] Trial 717 finished with value: 10074.88 and parameters: {'ema1_window': 20, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:41,083] Trial 718 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:41,100] Trial 719 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:41,118] Trial 720 finished with value: 10012.72 and parameters: {'ema1_window': 16, 'ema2_window': 12}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:41,134] Trial 721 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:41,150] Trial 722 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:41,165] Trial 723 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:41,180] Trial 724 finished with value: 10064.92 and parameters: {'ema1_window': 22, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:41,449] Trial 725 finished with value: 9824.86 and parameters: {'ema1_window': 8, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:41,705] Trial 726 finished with value: 9986.14 and parameters: {'ema1_window': 11, 'ema2_window': 18}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:41,722] Trial 727 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:41,738] Trial 728 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:41,753] Trial 729 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:41,768] Trial 730 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:41,783] Trial 731 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:41,798] Trial 732 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:42,036] Trial 733 finished with value: 10123.8 and parameters: {'ema1_window': 24, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:42,053] Trial 734 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:42,071] Trial 735 finished with value: 10064.92 and parameters: {'ema1_window': 22, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:42,088] Trial 736 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:42,105] Trial 737 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:42,121] Trial 738 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:42,137] Trial 739 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:42,153] Trial 740 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:42,441] Trial 741 finished with value: 9975.92 and parameters: {'ema1_window': 20, 'ema2_window': 24}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:42,457] Trial 742 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:42,473] Trial 743 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:42,702] Trial 744 finished with value: 10005.28 and parameters: {'ema1_window': 21, 'ema2_window': 19}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:42,719] Trial 745 finished with value: 10015.24 and parameters: {'ema1_window': 23, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:42,943] Trial 746 finished with value: 9936.62 and parameters: {'ema1_window': 20, 'ema2_window': 29}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,063] Trial 747 finished with value: 10000.0 and parameters: {'ema1_window': 14, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,080] Trial 748 finished with value: 9944.7 and parameters: {'ema1_window': 6, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,096] Trial 749 finished with value: 10085.04 and parameters: {'ema1_window': 22, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,112] Trial 750 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,131] Trial 751 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,149] Trial 752 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,363] Trial 753 finished with value: 9900.36 and parameters: {'ema1_window': 22, 'ema2_window': 35}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,381] Trial 754 finished with value: 10074.88 and parameters: {'ema1_window': 20, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,397] Trial 755 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,413] Trial 756 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,429] Trial 757 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,445] Trial 758 finished with value: 10005.18 and parameters: {'ema1_window': 22, 'ema2_window': 18}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,462] Trial 759 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,479] Trial 760 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,495] Trial 761 finished with value: 10091.24 and parameters: {'ema1_window': 21, 'ema2_window': 12}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,512] Trial 762 finished with value: 9954.2 and parameters: {'ema1_window': 22, 'ema2_window': 21}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,528] Trial 763 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,545] Trial 764 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,561] Trial 765 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,581] Trial 766 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,600] Trial 767 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,617] Trial 768 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,636] Trial 769 finished with value: 10084.94 and parameters: {'ema1_window': 21, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,662] Trial 770 finished with value: 10085.04 and parameters: {'ema1_window': 22, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,681] Trial 771 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,701] Trial 772 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,719] Trial 773 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,737] Trial 774 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,755] Trial 775 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,772] Trial 776 finished with value: 10074.9 and parameters: {'ema1_window': 20, 'ema2_window': 18}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,790] Trial 777 finished with value: 10084.94 and parameters: {'ema1_window': 21, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,806] Trial 778 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:43,823] Trial 779 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:44,070] Trial 780 finished with value: 10152.78 and parameters: {'ema1_window': 23, 'ema2_window': 12}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:44,088] Trial 781 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:44,106] Trial 782 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:44,124] Trial 783 finished with value: 10142.84 and parameters: {'ema1_window': 22, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:44,141] Trial 784 finished with value: 10016.0 and parameters: {'ema1_window': 21, 'ema2_window': 22}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:44,158] Trial 785 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:44,174] Trial 786 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:44,190] Trial 787 finished with value: 10085.04 and parameters: {'ema1_window': 22, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:44,207] Trial 788 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:44,223] Trial 789 finished with value: 10074.88 and parameters: {'ema1_window': 20, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:44,453] Trial 790 finished with value: 9996.0 and parameters: {'ema1_window': 15, 'ema2_window': 30}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:44,471] Trial 791 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:44,488] Trial 792 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:44,505] Trial 793 finished with value: 10084.94 and parameters: {'ema1_window': 21, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:44,521] Trial 794 finished with value: 10120.88 and parameters: {'ema1_window': 20, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:44,540] Trial 795 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:44,748] Trial 796 finished with value: 10002.6 and parameters: {'ema1_window': 22, 'ema2_window': 50}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:44,766] Trial 797 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:44,783] Trial 798 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:44,801] Trial 799 finished with value: 10095.32 and parameters: {'ema1_window': 23, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:44,819] Trial 800 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:44,836] Trial 801 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:44,854] Trial 802 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,105] Trial 803 finished with value: 10110.66 and parameters: {'ema1_window': 20, 'ema2_window': 12}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,124] Trial 804 finished with value: 10084.94 and parameters: {'ema1_window': 21, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,141] Trial 805 finished with value: 9936.64 and parameters: {'ema1_window': 22, 'ema2_window': 27}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,158] Trial 806 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,176] Trial 807 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,193] Trial 808 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,213] Trial 809 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,233] Trial 810 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,251] Trial 811 finished with value: 10074.9 and parameters: {'ema1_window': 20, 'ema2_window': 18}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,270] Trial 812 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,289] Trial 813 finished with value: 10085.04 and parameters: {'ema1_window': 22, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,308] Trial 814 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,325] Trial 815 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,343] Trial 816 finished with value: 10120.88 and parameters: {'ema1_window': 20, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,360] Trial 817 finished with value: 10014.94 and parameters: {'ema1_window': 25, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,377] Trial 818 finished with value: 10085.04 and parameters: {'ema1_window': 22, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,395] Trial 819 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,412] Trial 820 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,429] Trial 821 finished with value: 10074.88 and parameters: {'ema1_window': 20, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,448] Trial 822 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,468] Trial 823 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,486] Trial 824 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,504] Trial 825 finished with value: 10084.94 and parameters: {'ema1_window': 21, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,523] Trial 826 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,541] Trial 827 finished with value: 9975.7 and parameters: {'ema1_window': 21, 'ema2_window': 20}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,558] Trial 828 finished with value: 10090.6 and parameters: {'ema1_window': 21, 'ema2_window': 11}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,576] Trial 829 finished with value: 10120.88 and parameters: {'ema1_window': 20, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,593] Trial 830 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,611] Trial 831 finished with value: 10085.04 and parameters: {'ema1_window': 22, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,628] Trial 832 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,646] Trial 833 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,664] Trial 834 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,682] Trial 835 finished with value: 10005.18 and parameters: {'ema1_window': 22, 'ema2_window': 18}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,700] Trial 836 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,719] Trial 837 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,740] Trial 838 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,759] Trial 839 finished with value: 10162.48 and parameters: {'ema1_window': 22, 'ema2_window': 12}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,776] Trial 840 finished with value: 10074.88 and parameters: {'ema1_window': 20, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,794] Trial 841 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,812] Trial 842 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,830] Trial 843 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:45,854] Trial 844 finished with value: 10064.82 and parameters: {'ema1_window': 23, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,085] Trial 845 finished with value: 9918.78 and parameters: {'ema1_window': 21, 'ema2_window': 33}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,103] Trial 846 finished with value: 10074.88 and parameters: {'ema1_window': 20, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,121] Trial 847 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,139] Trial 848 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,156] Trial 849 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,174] Trial 850 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,191] Trial 851 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,215] Trial 852 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,233] Trial 853 finished with value: 10142.84 and parameters: {'ema1_window': 22, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,251] Trial 854 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,269] Trial 855 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,287] Trial 856 finished with value: 10023.76 and parameters: {'ema1_window': 22, 'ema2_window': 46}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,305] Trial 857 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,323] Trial 858 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,341] Trial 859 finished with value: 10074.88 and parameters: {'ema1_window': 20, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,360] Trial 860 finished with value: 10085.04 and parameters: {'ema1_window': 22, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,378] Trial 861 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,396] Trial 862 finished with value: 10123.8 and parameters: {'ema1_window': 24, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,414] Trial 863 finished with value: 10025.12 and parameters: {'ema1_window': 20, 'ema2_window': 19}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,433] Trial 864 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,451] Trial 865 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,474] Trial 866 finished with value: 9807.88 and parameters: {'ema1_window': 16, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,691] Trial 867 finished with value: 9917.52 and parameters: {'ema1_window': 22, 'ema2_window': 39}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,710] Trial 868 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,728] Trial 869 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,746] Trial 870 finished with value: 10065.02 and parameters: {'ema1_window': 21, 'ema2_window': 18}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,763] Trial 871 finished with value: 10085.04 and parameters: {'ema1_window': 22, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,780] Trial 872 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,798] Trial 873 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,816] Trial 874 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,834] Trial 875 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,851] Trial 876 finished with value: 10091.24 and parameters: {'ema1_window': 21, 'ema2_window': 12}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,869] Trial 877 finished with value: 10074.88 and parameters: {'ema1_window': 20, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,886] Trial 878 finished with value: 10085.04 and parameters: {'ema1_window': 22, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,910] Trial 879 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,928] Trial 880 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,946] Trial 881 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,964] Trial 882 finished with value: 10090.6 and parameters: {'ema1_window': 21, 'ema2_window': 11}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:46,982] Trial 883 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:47,000] Trial 884 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:47,018] Trial 885 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:47,036] Trial 886 finished with value: 9923.96 and parameters: {'ema1_window': 22, 'ema2_window': 41}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:47,054] Trial 887 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:47,071] Trial 888 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:47,334] Trial 889 finished with value: 9862.88 and parameters: {'ema1_window': 9, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:47,354] Trial 890 finished with value: 10085.04 and parameters: {'ema1_window': 23, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:47,373] Trial 891 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:47,393] Trial 892 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:47,411] Trial 893 finished with value: 10085.04 and parameters: {'ema1_window': 22, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:47,638] Trial 894 finished with value: 9968.18 and parameters: {'ema1_window': 20, 'ema2_window': 32}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:47,658] Trial 895 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:47,676] Trial 896 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:47,694] Trial 897 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:47,712] Trial 898 finished with value: 10074.88 and parameters: {'ema1_window': 20, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:47,730] Trial 899 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:47,748] Trial 900 finished with value: 10142.84 and parameters: {'ema1_window': 22, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:47,765] Trial 901 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:47,783] Trial 902 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:47,801] Trial 903 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:47,818] Trial 904 finished with value: 10085.04 and parameters: {'ema1_window': 22, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:47,838] Trial 905 finished with value: 10065.02 and parameters: {'ema1_window': 21, 'ema2_window': 18}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:47,857] Trial 906 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:47,875] Trial 907 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:47,892] Trial 908 finished with value: 10091.24 and parameters: {'ema1_window': 21, 'ema2_window': 12}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:47,910] Trial 909 finished with value: 10085.04 and parameters: {'ema1_window': 22, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:47,928] Trial 910 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:47,945] Trial 911 finished with value: 10084.94 and parameters: {'ema1_window': 21, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:48,178] Trial 912 finished with value: 9926.26 and parameters: {'ema1_window': 22, 'ema2_window': 24}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:48,198] Trial 913 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:48,216] Trial 914 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:48,234] Trial 915 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:48,252] Trial 916 finished with value: 10084.94 and parameters: {'ema1_window': 21, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:48,269] Trial 917 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:48,287] Trial 918 finished with value: 10005.18 and parameters: {'ema1_window': 22, 'ema2_window': 18}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:48,308] Trial 919 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:48,327] Trial 920 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:48,345] Trial 921 finished with value: 10142.84 and parameters: {'ema1_window': 22, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:48,363] Trial 922 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:48,381] Trial 923 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:48,398] Trial 924 finished with value: 10085.04 and parameters: {'ema1_window': 23, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:48,423] Trial 925 finished with value: 10064.92 and parameters: {'ema1_window': 22, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:48,442] Trial 926 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:48,463] Trial 927 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:48,483] Trial 928 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:48,504] Trial 929 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:48,523] Trial 930 finished with value: 10120.88 and parameters: {'ema1_window': 20, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:48,848] Trial 931 finished with value: 9913.08 and parameters: {'ema1_window': 11, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:48,867] Trial 932 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:49,126] Trial 933 finished with value: 9872.68 and parameters: {'ema1_window': 10, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:49,146] Trial 934 finished with value: 10091.24 and parameters: {'ema1_window': 21, 'ema2_window': 12}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:49,372] Trial 935 finished with value: 9946.7 and parameters: {'ema1_window': 22, 'ema2_window': 26}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:49,392] Trial 936 finished with value: 10084.94 and parameters: {'ema1_window': 21, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:49,671] Trial 937 finished with value: 9935.36 and parameters: {'ema1_window': 6, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:49,691] Trial 938 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:49,709] Trial 939 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:49,728] Trial 940 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:49,747] Trial 941 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:49,765] Trial 942 finished with value: 10005.28 and parameters: {'ema1_window': 21, 'ema2_window': 19}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:49,783] Trial 943 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:49,803] Trial 944 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:49,823] Trial 945 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:49,843] Trial 946 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:49,861] Trial 947 finished with value: 10074.88 and parameters: {'ema1_window': 20, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:49,880] Trial 948 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:49,898] Trial 949 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:49,918] Trial 950 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:49,936] Trial 951 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:49,955] Trial 952 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:49,975] Trial 953 finished with value: 10152.6 and parameters: {'ema1_window': 21, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:49,995] Trial 954 finished with value: 10015.24 and parameters: {'ema1_window': 23, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:50,017] Trial 955 finished with value: 10085.04 and parameters: {'ema1_window': 22, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:50,038] Trial 956 finished with value: 10142.64 and parameters: {'ema1_window': 20, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:50,272] Trial 957 finished with value: 9936.54 and parameters: {'ema1_window': 21, 'ema2_window': 28}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:50,293] Trial 958 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:50,312] Trial 959 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:50,331] Trial 960 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:50,349] Trial 961 finished with value: 10065.02 and parameters: {'ema1_window': 21, 'ema2_window': 18}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:50,474] Trial 962 finished with value: 10000.0 and parameters: {'ema1_window': 12, 'ema2_window': 12}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:50,493] Trial 963 finished with value: 10075.0 and parameters: {'ema1_window': 22, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:50,511] Trial 964 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:50,529] Trial 965 finished with value: 10002.86 and parameters: {'ema1_window': 15, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:50,548] Trial 966 finished with value: 10074.88 and parameters: {'ema1_window': 20, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:50,566] Trial 967 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:50,584] Trial 968 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:50,609] Trial 969 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:50,629] Trial 970 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:50,648] Trial 971 finished with value: 10133.72 and parameters: {'ema1_window': 20, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:50,667] Trial 972 finished with value: 9954.2 and parameters: {'ema1_window': 22, 'ema2_window': 21}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:50,929] Trial 973 finished with value: 9984.06 and parameters: {'ema1_window': 13, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:50,949] Trial 974 finished with value: 10120.88 and parameters: {'ema1_window': 20, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:50,968] Trial 975 finished with value: 10001.7 and parameters: {'ema1_window': 21, 'ema2_window': 10}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:50,986] Trial 976 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:51,004] Trial 977 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:51,023] Trial 978 finished with value: 10064.92 and parameters: {'ema1_window': 22, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:51,041] Trial 979 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:51,061] Trial 980 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:51,084] Trial 981 finished with value: 10014.94 and parameters: {'ema1_window': 25, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:51,105] Trial 982 finished with value: 10120.88 and parameters: {'ema1_window': 20, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:51,125] Trial 983 finished with value: 10085.04 and parameters: {'ema1_window': 22, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:51,406] Trial 984 finished with value: 9874.74 and parameters: {'ema1_window': 5, 'ema2_window': 18}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:51,426] Trial 985 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:51,446] Trial 986 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:51,464] Trial 987 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:51,483] Trial 988 finished with value: 10074.88 and parameters: {'ema1_window': 20, 'ema2_window': 17}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:51,703] Trial 989 finished with value: 9994.12 and parameters: {'ema1_window': 23, 'ema2_window': 43}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:51,724] Trial 990 finished with value: 10142.84 and parameters: {'ema1_window': 22, 'ema2_window': 13}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:51,743] Trial 991 finished with value: 10091.24 and parameters: {'ema1_window': 21, 'ema2_window': 12}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:51,762] Trial 992 finished with value: 10163.2 and parameters: {'ema1_window': 21, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:51,787] Trial 993 finished with value: 10085.04 and parameters: {'ema1_window': 22, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:52,010] Trial 994 finished with value: 9890.02 and parameters: {'ema1_window': 21, 'ema2_window': 36}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:52,030] Trial 995 finished with value: 10153.36 and parameters: {'ema1_window': 22, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:52,049] Trial 996 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:52,068] Trial 997 finished with value: 10074.98 and parameters: {'ema1_window': 21, 'ema2_window': 16}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:52,087] Trial 998 finished with value: 10143.02 and parameters: {'ema1_window': 21, 'ema2_window': 14}. Best is trial 359 with value: 10163.2. [I 2024-07-02 16:44:52,112] Trial 999 finished with value: 10142.82 and parameters: {'ema1_window': 20, 'ema2_window': 15}. Best is trial 359 with value: 10163.2.
In [3]:
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study.best_params
study.best_params
Out[3]:
{'ema1_window': 21, 'ema2_window': 15}
Plot¶
In [4]:
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lt.plotter.heatmap(x="ema1_window", y="ema2_window", z="equity")
lt.plotter.heatmap(x="ema1_window", y="ema2_window", z="equity")
In [5]:
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lt.plotter.contour(x="ema1_window", y="ema2_window", z="equity")
lt.plotter.contour(x="ema1_window", y="ema2_window", z="equity")
In [6]:
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fig = optuna.visualization.plot_optimization_history(study)
fig.show()
fig = optuna.visualization.plot_optimization_history(study)
fig.show()
In [7]:
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fig = optuna.visualization.plot_contour(study, params=["ema1_window", "ema2_window"])
fig.show()
fig = optuna.visualization.plot_contour(study, params=["ema1_window", "ema2_window"])
fig.show()
Init Plotly environment¶
In [8]:
Copied!
import plotly.io as pio
pio.renderers.default = "notebook"
pio.templates.default = "plotly_dark"
import plotly.io as pio
pio.renderers.default = "notebook"
pio.templates.default = "plotly_dark"
In [9]:
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study.trials
study.trials
Out[9]:
[FrozenTrial(number=0, state=1, values=[9945.98], datetime_start=datetime.datetime(2024, 7, 2, 16, 43, 59, 665325), datetime_complete=datetime.datetime(2024, 7, 2, 16, 43, 59, 960959), params={'ema1_window': 7, 'ema2_window': 34}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=0, value=None), FrozenTrial(number=1, state=1, values=[9978.7], datetime_start=datetime.datetime(2024, 7, 2, 16, 43, 59, 961623), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 0, 168706), params={'ema1_window': 14, 'ema2_window': 44}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=1, value=None), FrozenTrial(number=2, state=1, values=[9961.2], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 0, 169422), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 0, 376917), params={'ema1_window': 16, 'ema2_window': 39}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=2, value=None), FrozenTrial(number=3, state=1, values=[10033.02], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 0, 377598), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 0, 607221), params={'ema1_window': 16, 'ema2_window': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=3, value=None), FrozenTrial(number=4, state=1, values=[9998.88], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 0, 608388), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 0, 808225), params={'ema1_window': 13, 'ema2_window': 47}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=4, value=None), FrozenTrial(number=5, state=1, values=[9907.68], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 0, 808979), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 1, 1697), params={'ema1_window': 15, 'ema2_window': 48}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=5, value=None), FrozenTrial(number=6, state=1, values=[9976.22], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 1, 2353), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 1, 237371), params={'ema1_window': 6, 'ema2_window': 26}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=6, value=None), FrozenTrial(number=7, state=1, values=[9986.2], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 1, 238340), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 1, 467244), params={'ema1_window': 9, 'ema2_window': 22}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=7, value=None), FrozenTrial(number=8, state=1, values=[9914.42], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 1, 468231), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 1, 676059), params={'ema1_window': 23, 'ema2_window': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=8, value=None), FrozenTrial(number=9, state=1, values=[9804.6], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 1, 677190), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 1, 911415), params={'ema1_window': 7, 'ema2_window': 21}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=9, value=None), FrozenTrial(number=10, state=1, values=[10001.7], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 1, 912368), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 2, 149299), params={'ema1_window': 21, 'ema2_window': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=10, value=None), FrozenTrial(number=11, state=1, values=[10110.18], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 2, 150264), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 2, 383530), params={'ema1_window': 23, 'ema2_window': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=11, value=None), FrozenTrial(number=12, state=1, values=[10000.68], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 2, 384471), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 2, 629032), params={'ema1_window': 19, 'ema2_window': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=12, value=None), FrozenTrial(number=13, state=1, values=[10014.94], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 2, 629926), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 2, 895950), params={'ema1_window': 25, 'ema2_window': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=13, value=None), FrozenTrial(number=14, state=1, values=[10162.62], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 2, 896614), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 3, 131309), params={'ema1_window': 18, 'ema2_window': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=14, value=None), FrozenTrial(number=15, state=1, values=[9907.0], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 3, 131829), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 3, 347197), params={'ema1_window': 19, 'ema2_window': 29}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=15, value=None), FrozenTrial(number=16, state=1, values=[9985.34], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 3, 347865), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 3, 565447), params={'ema1_window': 25, 'ema2_window': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=16, value=None), FrozenTrial(number=17, state=1, values=[10142.82], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 3, 566112), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 3, 802234), params={'ema1_window': 20, 'ema2_window': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=17, value=None), FrozenTrial(number=18, state=1, values=[9834.78], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 3, 802937), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 4, 34771), params={'ema1_window': 11, 'ema2_window': 26}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=18, value=None), FrozenTrial(number=19, state=1, values=[10162.82], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 4, 35286), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 4, 269608), params={'ema1_window': 19, 'ema2_window': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=19, value=None), FrozenTrial(number=20, state=1, values=[9936.44], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 4, 270270), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 4, 483177), params={'ema1_window': 17, 'ema2_window': 34}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=20, value=None), FrozenTrial(number=21, state=1, values=[10162.82], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 4, 483972), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 4, 489740), params={'ema1_window': 19, 'ema2_window': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=21, value=None), FrozenTrial(number=22, state=1, values=[9994.6], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 4, 490163), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 4, 701723), params={'ema1_window': 18, 'ema2_window': 23}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=22, value=None), FrozenTrial(number=23, state=1, values=[10005.18], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 4, 702403), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 4, 924109), params={'ema1_window': 22, 'ema2_window': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=23, value=None), FrozenTrial(number=24, state=1, values=[10160.48], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 4, 924769), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 5, 159202), params={'ema1_window': 18, 'ema2_window': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=24, value=None), FrozenTrial(number=25, state=1, values=[9805.5], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 5, 159828), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 5, 395999), params={'ema1_window': 12, 'ema2_window': 24}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=25, value=None), FrozenTrial(number=26, state=1, values=[10065.02], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 5, 397008), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 5, 662830), params={'ema1_window': 21, 'ema2_window': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=26, value=None), FrozenTrial(number=27, state=1, values=[10022.02], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 5, 663480), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 5, 902141), params={'ema1_window': 17, 'ema2_window': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=27, value=None), FrozenTrial(number=28, state=1, values=[10000.0], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 5, 902798), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 6, 13409), params={'ema1_window': 19, 'ema2_window': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=28, value=None), FrozenTrial(number=29, state=1, values=[9948.18], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 6, 14403), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 6, 224121), params={'ema1_window': 21, 'ema2_window': 31}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=29, value=None), FrozenTrial(number=30, state=1, values=[10002.86], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 6, 224775), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 6, 467063), params={'ema1_window': 15, 'ema2_window': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=30, value=None), FrozenTrial(number=31, state=1, values=[10160.48], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 6, 467658), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 6, 474144), params={'ema1_window': 18, 'ema2_window': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=31, value=None), FrozenTrial(number=32, state=1, values=[9894.68], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 6, 474830), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 6, 695283), params={'ema1_window': 17, 'ema2_window': 20}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=32, value=None), FrozenTrial(number=33, state=1, values=[10120.88], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 6, 695989), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 6, 934548), params={'ema1_window': 20, 'ema2_window': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=33, value=None), FrozenTrial(number=34, state=1, values=[9971.44], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 6, 935258), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 7, 143656), params={'ema1_window': 14, 'ema2_window': 42}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=34, value=None), FrozenTrial(number=35, state=1, values=[9807.88], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 7, 144287), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 7, 376047), params={'ema1_window': 16, 'ema2_window': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=35, value=None), FrozenTrial(number=36, state=1, values=[10020.16], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 7, 376757), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 7, 612775), params={'ema1_window': 18, 'ema2_window': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=36, value=None), FrozenTrial(number=37, state=1, values=[9966.88], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 7, 613417), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 7, 819171), params={'ema1_window': 15, 'ema2_window': 38}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=37, value=None), FrozenTrial(number=38, state=1, values=[9936.64], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 7, 820131), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 8, 29383), params={'ema1_window': 23, 'ema2_window': 26}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=38, value=None), FrozenTrial(number=39, state=1, values=[9904.44], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 8, 30508), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 8, 250939), params={'ema1_window': 14, 'ema2_window': 24}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=39, value=None), FrozenTrial(number=40, state=1, values=[9994.5], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 8, 251583), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 8, 465906), params={'ema1_window': 20, 'ema2_window': 21}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': 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distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=512, value=None), FrozenTrial(number=513, state=1, values=[10142.82], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 32, 762168), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 32, 775115), params={'ema1_window': 20, 'ema2_window': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=513, value=None), FrozenTrial(number=514, state=1, values=[10153.36], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 32, 775539), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 32, 788136), params={'ema1_window': 22, 'ema2_window': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, 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FrozenTrial(number=519, state=1, values=[10142.64], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 33, 123545), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 33, 135807), params={'ema1_window': 20, 'ema2_window': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=519, value=None), FrozenTrial(number=520, state=1, values=[10075.0], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 33, 136218), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 33, 148735), params={'ema1_window': 22, 'ema2_window': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=520, value=None), FrozenTrial(number=521, state=1, values=[10074.98], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 33, 149402), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 33, 161495), params={'ema1_window': 21, 'ema2_window': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=521, value=None), FrozenTrial(number=522, state=1, values=[9874.14], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 33, 162071), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 33, 498758), params={'ema1_window': 7, 'ema2_window': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=522, value=None), FrozenTrial(number=523, state=1, values=[10120.88], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 33, 499377), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 33, 512643), params={'ema1_window': 20, 'ema2_window': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=523, value=None), FrozenTrial(number=524, state=1, values=[10162.48], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 33, 513315), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 33, 525259), params={'ema1_window': 22, 'ema2_window': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=524, value=None), FrozenTrial(number=525, state=1, values=[10163.2], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 33, 525701), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 33, 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distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=735, value=None), FrozenTrial(number=736, state=1, values=[10074.98], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 42, 71969), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 42, 88822), params={'ema1_window': 21, 'ema2_window': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=736, value=None), FrozenTrial(number=737, state=1, values=[10142.82], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 42, 89690), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 42, 105341), params={'ema1_window': 20, 'ema2_window': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, 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params={'ema1_window': 6, 'ema2_window': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=748, value=None), FrozenTrial(number=749, state=1, values=[10085.04], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 43, 81334), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 43, 96181), params={'ema1_window': 22, 'ema2_window': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=749, value=None), FrozenTrial(number=750, state=1, values=[10163.2], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 43, 97129), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 43, 112278), params={'ema1_window': 21, 'ema2_window': 15}, user_attrs={}, 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distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=820, value=None), FrozenTrial(number=821, state=1, values=[10074.88], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 45, 413201), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 45, 429864), params={'ema1_window': 20, 'ema2_window': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=821, value=None), FrozenTrial(number=822, state=1, values=[10075.0], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 45, 430621), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 45, 447948), params={'ema1_window': 22, 'ema2_window': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, 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distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=837, value=None), FrozenTrial(number=838, state=1, values=[10143.02], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 45, 720743), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 45, 740327), params={'ema1_window': 21, 'ema2_window': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=838, value=None), FrozenTrial(number=839, state=1, values=[10162.48], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 45, 741167), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 45, 758984), params={'ema1_window': 22, 'ema2_window': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, 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FrozenTrial(number=912, state=1, values=[9926.26], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 47, 946459), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 48, 178125), params={'ema1_window': 22, 'ema2_window': 24}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=912, value=None), FrozenTrial(number=913, state=1, values=[10163.2], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 48, 179179), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 48, 197985), params={'ema1_window': 21, 'ema2_window': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=913, value=None), FrozenTrial(number=914, state=1, values=[10142.82], 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distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=922, value=None), FrozenTrial(number=923, state=1, values=[10142.64], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 48, 363755), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 48, 381125), params={'ema1_window': 20, 'ema2_window': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=923, value=None), FrozenTrial(number=924, state=1, values=[10085.04], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 48, 381751), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 48, 398871), params={'ema1_window': 23, 'ema2_window': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, 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user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=973, value=None), FrozenTrial(number=974, state=1, values=[10120.88], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 50, 930190), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 50, 949608), params={'ema1_window': 20, 'ema2_window': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=974, value=None), FrozenTrial(number=975, state=1, values=[10001.7], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 50, 950248), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 50, 967903), params={'ema1_window': 21, 'ema2_window': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=975, value=None), FrozenTrial(number=976, state=1, values=[10143.02], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 50, 968478), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 50, 986194), params={'ema1_window': 21, 'ema2_window': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=976, value=None), FrozenTrial(number=977, state=1, values=[10074.98], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 50, 986784), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 51, 4482), params={'ema1_window': 21, 'ema2_window': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=977, value=None), FrozenTrial(number=978, state=1, values=[10064.92], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 51, 5098), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 51, 23197), params={'ema1_window': 22, 'ema2_window': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=978, value=None), FrozenTrial(number=979, state=1, values=[10142.82], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 51, 23812), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 51, 41461), params={'ema1_window': 20, 'ema2_window': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=979, value=None), FrozenTrial(number=980, state=1, values=[10143.02], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 51, 42029), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 51, 60904), params={'ema1_window': 21, 'ema2_window': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=980, value=None), FrozenTrial(number=981, state=1, values=[10014.94], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 51, 62005), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 51, 84752), params={'ema1_window': 25, 'ema2_window': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=981, value=None), FrozenTrial(number=982, state=1, values=[10120.88], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 51, 85454), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 51, 105337), params={'ema1_window': 20, 'ema2_window': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=982, value=None), FrozenTrial(number=983, state=1, values=[10085.04], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 51, 106103), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 51, 124985), params={'ema1_window': 22, 'ema2_window': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=983, value=None), FrozenTrial(number=984, state=1, values=[9874.74], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 51, 125450), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 51, 406003), params={'ema1_window': 5, 'ema2_window': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=984, value=None), FrozenTrial(number=985, state=1, values=[10074.98], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 51, 406909), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 51, 426799), params={'ema1_window': 21, 'ema2_window': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=985, value=None), FrozenTrial(number=986, state=1, values=[10143.02], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 51, 427446), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 51, 446050), params={'ema1_window': 21, 'ema2_window': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=986, value=None), FrozenTrial(number=987, state=1, values=[10163.2], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 51, 446691), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 51, 464905), params={'ema1_window': 21, 'ema2_window': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=987, value=None), FrozenTrial(number=988, state=1, values=[10074.88], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 51, 465547), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 51, 483616), params={'ema1_window': 20, 'ema2_window': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=988, value=None), FrozenTrial(number=989, state=1, values=[9994.12], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 51, 484094), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 51, 703123), params={'ema1_window': 23, 'ema2_window': 43}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=989, value=None), FrozenTrial(number=990, state=1, values=[10142.84], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 51, 704147), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 51, 724164), params={'ema1_window': 22, 'ema2_window': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=990, value=None), FrozenTrial(number=991, state=1, values=[10091.24], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 51, 724829), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 51, 743401), params={'ema1_window': 21, 'ema2_window': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=991, value=None), FrozenTrial(number=992, state=1, values=[10163.2], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 51, 744029), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 51, 762234), params={'ema1_window': 21, 'ema2_window': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=992, value=None), FrozenTrial(number=993, state=1, values=[10085.04], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 51, 762834), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 51, 787486), params={'ema1_window': 22, 'ema2_window': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=993, value=None), FrozenTrial(number=994, state=1, values=[9890.02], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 51, 788502), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 52, 9933), params={'ema1_window': 21, 'ema2_window': 36}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=994, value=None), FrozenTrial(number=995, state=1, values=[10153.36], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 52, 10960), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 52, 30669), params={'ema1_window': 22, 'ema2_window': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=995, value=None), FrozenTrial(number=996, state=1, values=[10142.82], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 52, 31268), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 52, 49734), params={'ema1_window': 20, 'ema2_window': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=996, value=None), FrozenTrial(number=997, state=1, values=[10074.98], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 52, 50312), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 52, 68555), params={'ema1_window': 21, 'ema2_window': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=997, value=None), FrozenTrial(number=998, state=1, values=[10143.02], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 52, 69153), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 52, 87151), params={'ema1_window': 21, 'ema2_window': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=998, value=None), FrozenTrial(number=999, state=1, values=[10142.82], datetime_start=datetime.datetime(2024, 7, 2, 16, 44, 52, 87723), datetime_complete=datetime.datetime(2024, 7, 2, 16, 44, 52, 112579), params={'ema1_window': 20, 'ema2_window': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_window': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_window': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=999, value=None)]
In [10]:
Copied!
import pandas as pd
df = pd.DataFrame(columns=["ema1_window", "ema2_window", "score"])
for trial in study.trials:
df.loc[trial.number] = [
trial.params["ema1_window"],
trial.params["ema2_window"],
trial.values[0],
]
df
import pandas as pd
df = pd.DataFrame(columns=["ema1_window", "ema2_window", "score"])
for trial in study.trials:
df.loc[trial.number] = [
trial.params["ema1_window"],
trial.params["ema2_window"],
trial.values[0],
]
df
Out[10]:
ema1_window | ema2_window | score | |
---|---|---|---|
0 | 7.0 | 34.0 | 9945.98 |
1 | 14.0 | 44.0 | 9978.70 |
2 | 16.0 | 39.0 | 9961.20 |
3 | 16.0 | 11.0 | 10033.02 |
4 | 13.0 | 47.0 | 9998.88 |
... | ... | ... | ... |
995 | 22.0 | 14.0 | 10153.36 |
996 | 20.0 | 15.0 | 10142.82 |
997 | 21.0 | 16.0 | 10074.98 |
998 | 21.0 | 14.0 | 10143.02 |
999 | 20.0 | 15.0 | 10142.82 |
1000 rows × 3 columns
Type 1¶
In [11]:
Copied!
from plotly import express as px
fig = px.scatter(df, x=df.index, y="score")
fig.show()
from plotly import express as px
fig = px.scatter(df, x=df.index, y="score")
fig.show()
Type 2¶
In [12]:
Copied!
import plotly.express as px
fig = px.density_contour(
df,
x="ema1_window",
y="ema2_window",
z="score",
histfunc="max",
)
fig.update_traces(contours_coloring="fill", contours_showlabels=True)
fig.show()
import plotly.express as px
fig = px.density_contour(
df,
x="ema1_window",
y="ema2_window",
z="score",
histfunc="max",
)
fig.update_traces(contours_coloring="fill", contours_showlabels=True)
fig.show()
Type 3¶
In [13]:
Copied!
import plotly.express as px
fig = px.density_heatmap(
df,
x="ema1_window",
y="ema2_window",
z="score",
nbinsx=20,
nbinsy=40,
histfunc="max",
color_continuous_scale="Viridis",
)
fig.show()
import plotly.express as px
fig = px.density_heatmap(
df,
x="ema1_window",
y="ema2_window",
z="score",
nbinsx=20,
nbinsy=40,
histfunc="max",
color_continuous_scale="Viridis",
)
fig.show()