KeyError: "Invalid split train[:80%]. Available splits are: ['train']" in TensorFlow official tutorial

Question

At Link:https://www.tensorflow.org/tutorials/images/transfer_learning

(raw_train, raw_validation, raw_test), metadata = tfds.load( 'cats_vs_dogs', split=['train[:80%]', 'train[80%:90%]', 'train[90%:]'], with_info=True, as_supervised=True, )

why there is an error

KeyError: "Invalid split train[:80%]. Available splits are: ['train']"

Asked By: SREERAG R NANDAN

||

Source

Answer 1

Try this code
We can split it in TF 2 as:

(raw_train, raw_validation, raw_test), metadata = tfds.load(
'cats_vs_dogs',
split=[
   tfds.Split.TRAIN.subsplit(tfds.percent[:80]),
   tfds.Split.TRAIN.subsplit(tfds.percent[80:90]),
   tfds.Split.TRAIN.subsplit(tfds.percent[90:])
],
with_info=True,
as_supervised=True,
)

Answered By: SREERAG R NANDAN

KeyError: "Invalid split train[:80%]. Available splits are: ['train']" in TensorFlow official tutorial

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