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(ALSTM-1) [steve@gpu01 ALSTM]$ qrun workflow_config_alstm_Alpha158.yaml [36025:MainThread](2024-03-19 21:56:20,365) INFO - qlib.Initialization - [config.py:416] - default_conf: client. [36025:MainThread](2024-03-19 21:56:20,368) INFO - qlib.Initialization - [__init__.py:74] - qlib successfully initialized based on client settings. [36025:MainThread](2024-03-19 21:56:20,368) INFO - qlib.Initialization - [__init__.py:76] - data_path={'__DEFAULT_FREQ': PosixPath('/home/steve/.qlib/qlib_data/cn_data')} [36025:MainThread](2024-03-19 21:56:20,370) INFO - qlib.workflow - [exp.py:258] - Experiment 1 starts running ... [36025:MainThread](2024-03-19 21:56:20,457) INFO - qlib.workflow - [recorder.py:341] - Recorder bae742011ad2426f9f0684c0cbeaba50 starts running under Experiment 1 ... ModuleNotFoundError. CatBoostModel are skipped. (optional: maybe installing CatBoostModel can fix it.) ModuleNotFoundError. XGBModel is skipped(optional: maybe installing xgboost can fix it). [36025:MainThread](2024-03-19 21:56:22,388) INFO - qlib.ALSTM - [pytorch_alstm_ts.py:63] - ALSTM pytorch version... [36025:MainThread](2024-03-19 21:56:22,579) INFO - qlib.ALSTM - [pytorch_alstm_ts.py:81] - ALSTM parameters setting: d_feat : 20 hidden_size : 64 num_layers : 2 dropout : 0.0 n_epochs : 200 lr : 0.001 metric : loss batch_size : 800 early_stop : 10 optimizer : adam loss_type : mse device : cuda:0 n_jobs : 20 use_GPU : True seed : None [36025:MainThread](2024-03-19 21:56:22,586) INFO - qlib.ALSTM - [pytorch_alstm_ts.py:126] - model: ALSTMModel( (net): Sequential( (fc_in): Linear(in_features=20, out_features=64, bias=True) (act): Tanh() ) (rnn): GRU(64, 64, num_layers=2, batch_first=True) (fc_out): Linear(in_features=128, out_features=1, bias=True) (att_net): Sequential( (att_fc_in): Linear(in_features=64, out_features=32, bias=True) (att_dropout): Dropout(p=0.0, inplace=False) (att_act): Tanh() (att_fc_out): Linear(in_features=32, out_features=1, bias=False) (att_softmax): Softmax(dim=1) ) ) [36025:MainThread](2024-03-19 21:56:22,587) INFO - qlib.ALSTM - [pytorch_alstm_ts.py:127] - model size: 0.0510 MB [36025:MainThread](2024-03-19 21:56:25,678) INFO - qlib.timer - [log.py:127] - Time cost: 0.000s | waiting `async_log` Done [36025:MainThread](2024-03-19 21:56:25,681) ERROR - qlib.workflow - [utils.py:41] - An exception has been raised[TypeError: cannot do slice indexing on Index with these indexers [1892] of type int]. File "/usr/local/Public_Anaconda3/anaconda3/envs/ALSTM-1/bin/qrun", line 8, in <module> sys.exit(run()) File "/usr/local/Public_Anaconda3/anaconda3/envs/ALSTM-1/lib/python3.8/site-packages/qlib/workflow/cli.py", line 117, in run fire.Fire(workflow) File "/usr/local/Public_Anaconda3/anaconda3/envs/ALSTM-1/lib/python3.8/site-packages/fire/core.py", line 143, in Fire component_trace = _Fire(component, args, parsed_flag_args, context, name) File "/usr/local/Public_Anaconda3/anaconda3/envs/ALSTM-1/lib/python3.8/site-packages/fire/core.py", line 477, in _Fire component, remaining_args = _CallAndUpdateTrace( File "/usr/local/Public_Anaconda3/anaconda3/envs/ALSTM-1/lib/python3.8/site-packages/fire/core.py", line 693, in _CallAndUpdateTrace component = fn(*varargs, **kwargs) File "/usr/local/Public_Anaconda3/anaconda3/envs/ALSTM-1/lib/python3.8/site-packages/qlib/workflow/cli.py", line 111, in workflow recorder = task_train(config.get("task"), experiment_name=experiment_name) File "/usr/local/Public_Anaconda3/anaconda3/envs/ALSTM-1/lib/python3.8/site-packages/qlib/model/trainer.py", line 127, in task_train _exe_task(task_config) File "/usr/local/Public_Anaconda3/anaconda3/envs/ALSTM-1/lib/python3.8/site-packages/qlib/model/trainer.py", line 46, in _exe_task dataset: Dataset = init_instance_by_config(task_config["dataset"], accept_types=Dataset) File "/usr/local/Public_Anaconda3/anaconda3/envs/ALSTM-1/lib/python3.8/site-packages/qlib/utils/mod.py", line 179, in init_instance_by_config return klass(**cls_kwargs, **kwargs) File "/usr/local/Public_Anaconda3/anaconda3/envs/ALSTM-1/lib/python3.8/site-packages/qlib/data/dataset/__init__.py", line 666, in __init__ super().__init__(**kwargs) File "/usr/local/Public_Anaconda3/anaconda3/envs/ALSTM-1/lib/python3.8/site-packages/qlib/data/dataset/__init__.py", line 119, in __init__ self.handler: DataHandler = init_instance_by_config(handler, accept_types=DataHandler) File "/usr/local/Public_Anaconda3/anaconda3/envs/ALSTM-1/lib/python3.8/site-packages/qlib/utils/mod.py", line 179, in init_instance_by_config return klass(**cls_kwargs, **kwargs) File "/usr/local/Public_Anaconda3/anaconda3/envs/ALSTM-1/lib/python3.8/site-packages/qlib/contrib/data/handler.py", line 173, in __init__ super().__init__( File "/usr/local/Public_Anaconda3/anaconda3/envs/ALSTM-1/lib/python3.8/site-packages/qlib/data/dataset/handler.py", line 468, in __init__ super().__init__(instruments, start_time, end_time, data_loader, **kwargs) File "/usr/local/Public_Anaconda3/anaconda3/envs/ALSTM-1/lib/python3.8/site-packages/qlib/data/dataset/handler.py", line 100, in __init__ self.setup_data() File "/usr/local/Public_Anaconda3/anaconda3/envs/ALSTM-1/lib/python3.8/site-packages/qlib/data/dataset/handler.py", line 610, in setup_data super().setup_data(**kwargs) File "/usr/local/Public_Anaconda3/anaconda3/envs/ALSTM-1/lib/python3.8/site-packages/qlib/data/dataset/handler.py", line 144, in setup_data self._data = lazy_sort_index(self.data_loader.load(self.instruments, self.start_time, self.end_time)) File "/usr/local/Public_Anaconda3/anaconda3/envs/ALSTM-1/lib/python3.8/site-packages/qlib/data/dataset/loader.py", line 135, in load { File "/usr/local/Public_Anaconda3/anaconda3/envs/ALSTM-1/lib/python3.8/site-packages/qlib/data/dataset/loader.py", line 136, in <dictcomp> grp: self.load_group_df(instruments, exprs, names, start_time, end_time, grp) File "/usr/local/Public_Anaconda3/anaconda3/envs/ALSTM-1/lib/python3.8/site-packages/qlib/data/dataset/loader.py", line 217, in load_group_df df = D.features(instruments, exprs, start_time, end_time, freq=freq, inst_processors=inst_processors) File "/usr/local/Public_Anaconda3/anaconda3/envs/ALSTM-1/lib/python3.8/site-packages/qlib/data/data.py", line 1191, in features return DatasetD.dataset(instruments, fields, start_time, end_time, freq, inst_processors=inst_processors) File "/usr/local/Public_Anaconda3/anaconda3/envs/ALSTM-1/lib/python3.8/site-packages/qlib/data/data.py", line 924, in dataset data = self.dataset_processor( File "/usr/local/Public_Anaconda3/anaconda3/envs/ALSTM-1/lib/python3.8/site-packages/qlib/data/data.py", line 578, in dataset_processor ParallelExt(n_jobs=workers, backend=C.joblib_backend, maxtasksperchild=C.maxtasksperchild)(task_l), File "/usr/local/Public_Anaconda3/anaconda3/envs/ALSTM-1/lib/python3.8/site-packages/joblib/parallel.py", line 1952, in __call__ return output if self.return_generator else list(output) File "/usr/local/Public_Anaconda3/anaconda3/envs/ALSTM-1/lib/python3.8/site-packages/joblib/parallel.py", line 1595, in _get_outputs yield from self._retrieve() File "/usr/local/Public_Anaconda3/anaconda3/envs/ALSTM-1/lib/python3.8/site-packages/joblib/parallel.py", line 1699, in _retrieve self._raise_error_fast() File "/usr/local/Public_Anaconda3/anaconda3/envs/ALSTM-1/lib/python3.8/site-packages/joblib/parallel.py", line 1734, in _raise_error_fast error_job.get_result(self.timeout) File "/usr/local/Public_Anaconda3/anaconda3/envs/ALSTM-1/lib/python3.8/site-packages/joblib/parallel.py", line 736, in get_result return self._return_or_raise() File "/usr/local/Public_Anaconda3/anaconda3/envs/ALSTM-1/lib/python3.8/site-packages/joblib/parallel.py", line 754, in _return_or_raise raise self._result TypeError: cannot do slice indexing on Index with these indexers [1892] of type int
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