Hi all, thanks for the cool dataset!
I am trying to use it in tensorflow and have come across the following problem:
Newer versions of keras (the one shipped with tf 2.4) don't seem to include HDF5Matrix anymore, and when using older code I get a warning referring me to the new HDF5 functionality in tensorflow I/O:
https://www.tensorflow.org/io/api_docs/python/tfio/v0/IODataset#from_hdf5
However, trying to use
train_dataset = tfio.v0.IODataset.from_hdf5(xpath, '/camelyonpatch_level_2_split_train_x', tf.int64)
I get the following error:
tensorflow.python.framework.errors_impl.InvalidArgumentError: slice index 0 of dimension 0 out of bounds. [Op:StridedSlice] name: IOFromHDF5/HDF5IODataset/strided_slice/
Any ideas why this is? Could it be the file itself that doesn't come in the right shape?
Thanks!
Hi all, thanks for the cool dataset!
I am trying to use it in tensorflow and have come across the following problem:
Newer versions of keras (the one shipped with tf 2.4) don't seem to include HDF5Matrix anymore, and when using older code I get a warning referring me to the new HDF5 functionality in tensorflow I/O:
https://www.tensorflow.org/io/api_docs/python/tfio/v0/IODataset#from_hdf5However, trying to use
train_dataset = tfio.v0.IODataset.from_hdf5(xpath, '/camelyonpatch_level_2_split_train_x', tf.int64)I get the following error:
tensorflow.python.framework.errors_impl.InvalidArgumentError: slice index 0 of dimension 0 out of bounds. [Op:StridedSlice] name: IOFromHDF5/HDF5IODataset/strided_slice/Any ideas why this is? Could it be the file itself that doesn't come in the right shape?
Thanks!