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Support customizing the training loop using AllReduce. (sql-machine-l…
…earning#2279) * Support customizing the training loop ssing AllReduce * Format markdown * Fix by comments * Fix by comments * Print pod log * Recover codes * Add comparsion of examples * Enable md033 * polish the design * Add a figure to show the training loop in ElasticDL * fix by comments * Reduce the arguments of AllReduceTrainer * Fix by comments
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