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robust-mts-attack repoducing has problem #3275

Description

@moghadas76

Description

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https://github.com/awslabs/gluonts/blob/dev/src/gluonts/nursery/robust-mts-attack/README.md

To Reproduce

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put code here

Error message or code output

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  File "/home/seyed/forked/gift-eval/notebooks/gpvar/gluonts/src/gluonts/nursery/robust-mts-attack/train.py", line 109, in <module>
    main()
  File "/home/seyed/forked/gift-eval/notebooks/gpvar/gluonts/src/gluonts/nursery/robust-mts-attack/train.py", line 74, in main
    ds = get_dataset(args.dataset, args.max_target_dim)
         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/seyed/forked/gift-eval/notebooks/gpvar/gluonts/src/gluonts/nursery/robust-mts-attack/datasets.py", line 34, in get_dataset
    return traffic(max_target_dim=max_target_dim)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/seyed/forked/gift-eval/notebooks/gpvar/gluonts/src/gluonts/nursery/robust-mts-attack/multivariate/datasets/dataset.py", line 192, in traffic
    return make_multivariate_dataset(
           ^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/seyed/forked/gift-eval/notebooks/gpvar/gluonts/src/gluonts/nursery/robust-mts-attack/multivariate/datasets/dataset.py", line 130, in make_multivariate_dataset
    grouper_test(test_ds),
    ^^^^^^^^^^^^^^^^^^^^^
  File "/home/seyed/forked/gift-eval/notebooks/gpvar/gluonts/src/gluonts/nursery/robust-mts-attack/multivariate/datasets/grouper.py", line 43, in __call__
    return self._group_all(dataset)
           ^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/seyed/forked/gift-eval/notebooks/gpvar/gluonts/src/gluonts/nursery/robust-mts-attack/multivariate/datasets/grouper.py", line 52, in _group_all
    grouped_dataset = self._prepare_test_data(dataset)
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/seyed/forked/gift-eval/notebooks/gpvar/gluonts/src/gluonts/nursery/robust-mts-attack/multivariate/datasets/grouper.py", line 149, in _prepare_test_data
    grouped_entry = np.array(grouped_entry)
                    ^^^^^^^^^^^^^^^^^^^^^^^
ValueError: setting an array element with a sequence. The requested array has an inhomogeneous shape after 1 dimensions. The detected shape was (6741,) + inhomogeneous part.

Environment

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  • GluonTS version:
  • MXNet version:

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