espnet2.train.dataset.rand_int_loader

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espnet2.train.dataset.rand_int_loader(filepath, loader_type)

Load a random integer dataset.

This function generates a dataset of random integers within a specified range, as defined by the loader_type parameter. The loader_type must follow the format rand_int_<low>_<high>, where <low> and <high> are the integer bounds for the random numbers.

• Parameters:
  • filepath (str) – The path to the file where the dataset will be saved.
  • loader_type (str) – A string specifying the range of random integers to generate. It must be in the format rand_int_<low>_<high>.
• Returns: An instance of the dataset containing : random integers in the specified range.
• Return type:IntRandomGenerateDataset
• Raises:RuntimeError – If the loader_type does not conform to the expected format or if there is an issue parsing the integers.

Examples

>>> dataset = rand_int_loader("path/to/file", "rand_int_3_10")
>>> print(dataset)  # Outputs a dataset of random integers from 3 to 10.

NOTE

The generated dataset will contain integers inclusive of the lower and upper bounds.