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Showing posts with the label Tensorflow Datasets

Converting A List Of Unequally Shaped Arrays To Tensorflow 2 Dataset: Valueerror: Can't Convert Non-rectangular Python Sequence To Tensor

I have tokenized data in the form of a list of unequally shaped arrays: array([array([1179, 6, … Read more Converting A List Of Unequally Shaped Arrays To Tensorflow 2 Dataset: Valueerror: Can't Convert Non-rectangular Python Sequence To Tensor

Tensorflow-io Dataset Input Pipeline With Very Large Hdf5 Files

I have very big training (30Gb) files. Since all the data does not fit in my available RAM, I want … Read more Tensorflow-io Dataset Input Pipeline With Very Large Hdf5 Files

How To Use Py_func With A Function That Returns Dict

I'm writing an input pipeline using tf.data.Dataset. I'd like to use python code to load an… Read more How To Use Py_func With A Function That Returns Dict

Using Tensorflow's Dataset Pipeline, How Do I *name* The Results Of A `map` Operation?

I have the map function below (runnable example), which inputs a string and outputs a string and an… Read more Using Tensorflow's Dataset Pipeline, How Do I *name* The Results Of A `map` Operation?

Subsampling An Unbalanced Dataset In Tensorflow

Tensorflow beginner here. This is my first project and I am working with pre-defined estimators. I … Read more Subsampling An Unbalanced Dataset In Tensorflow

Data API : ValueError: `y` Argument Is Not Supported When Using Dataset As Input

I have 45000 images of size 224*224, stored as a numpy array. This array, called source_arr has sha… Read more Data API : ValueError: `y` Argument Is Not Supported When Using Dataset As Input