Actual number of iterations
Data Science Asked on November 10, 2021
I am currently using TF 2.1. When using model.fit with tf.data.Dataset, it shows me that the number of iterations is 2044/2043. So my question is, how many batches of data are actually produced? 2044 or 2043?
One Answer
Number of batches = total number of samples in dataset/batch size.
If the total samples are not completely divisible by batch size, then it will take the remaining in the next batch.
Eg: 15x66+10=1000 which means it will take 66 batches of size 15 and for the final steps it takes only 10.
Answered by Akash on November 10, 2021
Add your own answers!
Ask a Question
Get help from others!
Recent Questions
- How can I transform graph image into a tikzpicture LaTeX code?
- How Do I Get The Ifruit App Off Of Gta 5 / Grand Theft Auto 5
- Iv’e designed a space elevator using a series of lasers. do you know anybody i could submit the designs too that could manufacture the concept and put it to use
- Need help finding a book. Female OP protagonist, magic
- Why is the WWF pending games (“Your turn”) area replaced w/ a column of “Bonus & Reward”gift boxes?
Recent Answers
- Peter Machado on Why fry rice before boiling?
- Joshua Engel on Why fry rice before boiling?
- haakon.io on Why fry rice before boiling?
- Lex on Does Google Analytics track 404 page responses as valid page views?
- Jon Church on Why fry rice before boiling?