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Implementation of model average.#1

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yaozengwei wants to merge 13 commits intomasteryaozengwei/icefall:masterfrom model_avgyaozengwei/icefall:model_avgCopy head branch name to clipboard

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Commits on May 1, 2022

• First upload of model average codes.

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• minor fix

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Commits on May 2, 2022

• update decode file

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• update .flake8

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Commits on May 4, 2022

• rename pruned_transducer_stateless3 to pruned_transducer_stateless4

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• Merge remote-tracking branch 'k2-fsa/master' into model_avg_new

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• Merge branch 'model_avg_new' into model_avg

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Commits on May 5, 2022

• change epoch number counter starting from 1 instead of 0

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• minor fix of pruned_transducer_stateless4/train.py

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• refactor the checkpoint.py

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• minor fix, update docs, and modify the epoch number to count from 1 in the pruned_transducer_stateless4/decode.py

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• update author info

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• add docs of the scaling in function average_checkpoints_with_averaged_model

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