Serial¶
Warning
Documentation for the module is under development.
Serial – derived from Provider, whose task is to return a data batch from the dataset specified when creating Serial, if needed.
def __init__¶
__init__(self, dataset, labels=None, numofthreads=4)
Creates a Serial object.
Parameters
| Parameter | Allowed types | Description | Default |
|---|---|---|---|
| dataset | np.ndarray, list | Dataset that Serial will work with | - |
| labels | list | Labels corresponding to the passed dataset | None |
| numofthreads | int | Number of data processing threads | 4 |
Return value
None.
def getNextChunk¶
getNextChunk(self, chunksize, **kwargs)
Returns a data batch sized chunksuze. The kwargs parameter specifies the parameters for constructing the data batch.
Parameters
| Parameter | Allowed types | Description | Default |
|---|---|---|---|
| chunksize | int | Size of the returned data batches | – |
| **kwargs | dict | Dictionary that can specify the parameters for constructing data batches | - |
Return value
A tuple of two np.ndarray – data и labels or data only, if labels were not provided when creating the Merger object.