Open saiprasad2606 opened 2 years ago
We may need more information to identify the root cause. Could you provide the detail in your /tmp/autots_estimator/autots_estimator/train_func_19925_00004/error.txt
?
Hi, thanks for your feedback!
Please also check if your data df is sorted. From the snapshot, it seems to be unordered.
bigdl-chronos is our latest project for scalable time series toolkit with automl, it's recommended to use it instead of analytics-zoo.
Sure, I'll make the corrections and try again
I'm trying to implement auto_ts on my multivariate time series data using Lstm , while fitting it is giving the following error.
Data is in this format
Memory usage on this node: 2.7/12.7 GiB
Using FIFO scheduling algorithm.
Resources requested: 0/4 CPUs, 0/0 GPUs, 0.0/6.79 GiB heap, 0.0/2.34 GiB objects
Current best trial: 19925_00005 with mse=0.15181996493457617 and parameters={'hidden_dim': 64, 'layer_num': 2, 'lr': 0.0010343663029423226, 'dropout': 0.09671240437800133, 'input_feature_num': None, 'output_feature_num': 1, 'past_seq_len': 4, 'future_seq_len': 1, 'selected_features': ['X1', 'X2', 'X3', 'X4', 'X5', 'X6', 'MINUTE', 'DAY', 'DAYOFYEAR', 'HOUR', 'WEEKDAY', 'WEEKOFYEAR', 'MONTH', 'YEAR', 'IS_AWAKE', 'IS_BUSY_HOURS', 'IS_WEEKEND'], 'batch_size': 32}
Result logdir: /tmp/autots_estimator/autots_estimator
Number of trials: 6/6 (1 ERROR, 5 TERMINATED)
Number of errored trials: 1
Trial name | # failures | error file -- | -- | -- train_func_19925_00004 | 1 | /tmp/autots_estimator/autots_estimator/train_func_19925_00004/error.txt
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