Freitag, 18. August 2017

batch size relative with different iterations. dataset size:100000


title batch size relative with different iterations. dataset size:1000000
class class vsoc.training.BatchSizeTraining$
learningRate 1.0E-03
trainingData playerpos_x A 1000000
batchSizeTrainingDataRelative 0.10, 0.20, 0.50, 0.80
testData playerpos_x B 1000
iterations 10, 50, 100, 200
seed 2771765897592056378

Conclusion

For a dataset of size 1000000 it seems to be optimal to have a small batch size like 0.1

Further Test

- Check if a batch size smaller 0.1 makes sense
- Check if a small batch size makes sense for smaller datasets. E.g. 100000.

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