tf.data: Fast, flexible, and easy-to-use input pipelines (TensorFlow Dev Summit 2018)

[@ChumpyZhang]

Is it only just me.? I find tf.data has terrible documentation n so difficult to use:/

[@herp_derpingson]

The tf.records used to be far worse.

[@maulikmadhavi]

Very difficult

[@ishamandrekar5041]

Yes it is very abstract. Not properly documented.

[@a1exbright935]

I have just tried it today. It's amazing for me. I like the powerful operators they have on tf data. I think its really neat.

[@LouisChiaki]

Yeah, this is probably written by engineers who love OOP everything rather than by data scientists who like simple api with clear documentation.

[@ilprazdnik]

Great speaker, speech is very easy to follow, and doesn't sound complicated at all

[@AIConvo]

how this can be used with data stored in folders other than tfrecords?

[@tringuyenuc2381]

I hope tf could provide a tool to determine the bottle neck during the training

[@bryanstaley6677]

5:30

[@josedasilva585]

Very humble and willing to learn. Another TensorFlow video watched.

[@louerleseigneur4532]

Thanks sir
Thanks god

[@adammcallister8195]

How come something simple like tf.data.import_file : "file name" ......done.....

[@arminyz]

Hello guys, Do you know where can I find the example of using tf.data ? I have checked the tensorflow repository but I couldn't find.

[@tthtlc]

There are many:
tensorflow/contrib/eager/python/examples/gan/mnist.py,
tensorflow/contrib/eager/python/examples/gan/mnist_graph_test.py
tensorflow/contrib/eager/python/examples/linear_regression/linear_regression.py
tensorflow/contrib/eager/python/examples/notebooks/3_datasets.ipynb

[@amiltonwong]

Is the slides available publicly? Where could I download it?

[@raghkripa4666]

docs.google.com/presentation/d/16kHNtQslt-yuJ3w8GIx-eEH6t_AvFeQOchqGRFpAD7U/edit#slide=id.g254d08e080_0_349

[@voldemore6300]

Not easy, skip this😅

[@bichhubiswa13]

Is it applicable for tf 2.0 ??

[@brandippc2966]

excellent

[@xmzeng6388]

Good tutorial for tf.data api, thks

[@deeplearningpartnership]

Absolutely brilliant.

[@einnairo]

Am new, is this a replacement for pandas?

[@banjongponnoknu1095]

no it is a replacement for other types of reading input data. Old ways are Feeding and QueueRunner.

[@kosekg9031]

so helpful

[@NguyenDucHoang]

Good tutorial

[@jiaweili2984]

Tensorflow is good!