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modify dataset_helper example

tags/v1.1.0
jinyaohui 5 years ago
parent
commit
dd63faa90c
1 changed files with 8 additions and 4 deletions
  1. +8
    -4
      mindspore/train/dataset_helper.py

+ 8
- 4
mindspore/train/dataset_helper.py View File

@@ -62,7 +62,7 @@ def connect_network_with_dataset(network, dataset_helper):

Examples:
>>> # call create_dataset function to create a regular dataset, refer to mindspore.dataset
>>> train_dataset = create_dataset()
>>> train_dataset = create_custom_dataset()
>>> dataset_helper = mindspore.DatasetHelper(train_dataset, dataset_sink_mode=True)
>>> net = Net()
>>> net_with_get_next = connect_network_with_dataset(net, dataset_helper)
@@ -152,9 +152,13 @@ class DatasetHelper:
epoch_num (int): Control the number of epoch data to send. Default: 1.

Examples:
>>> dataset_helper = DatasetHelper(dataset)
>>> for inputs in dataset_helper:
>>> outputs = network(*inputs)
>>> network = Net()
>>> net_loss = nn.SoftmaxCrossEntropyWithLogits(sparse=True, reduction="mean")
>>> network = nn.WithLossCell(network, net_loss)
>>> train_dataset = create_custom_dataset()
>>> dataset_helper = DatasetHelper(train_dataset, dataset_sink_mode=False)
>>> for next_element in dataset_helper:
... outputs = network(*next_element)
"""

def __init__(self, dataset, dataset_sink_mode=True, sink_size=-1, epoch_num=1):


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