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the-full-stack / fsdl-text-recognizer-2022

Source of the FSDL 2022 labs, which are at https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022-labs
https://fullstackdeeplearning.com/course
MIT License
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Infinitely synthetic IAM Paragraphs #40

Closed srbhchandra closed 2 years ago

srbhchandra commented 2 years ago

Truly infinite IAM synthetic paragraphs dataset since every datum in every batch will be different.

Among the best runs so far: https://wandb.ai/fullstackdeeplearning/fsdl-text-recognizer-2022-training/runs/2xybxxqe More importantly, it is 36% faster than the previous case of almost infinite IAM synthetic paragraphs where the paragraphs were randomly recreated every n=20 epochs.

I didn't make a report specific to this run but made a report combining all the important runs at https://wandb.ai/fullstackdeeplearning/fsdl-text-recognizer-2022-training/reports/Final-set-of-all-worthwhile-runs--VmlldzoyNTM5MjU5.

Signed-off-by: srbhchandra srbhchandra@gmail.com

charlesfrye commented 2 years ago

superseded by #50