most citedCPR: Understanding and Improving Failure Tolerant Training for Deep Learning Recommendation with Partial Recovery

4 citations · 4 across the 1 of their papers we have counts for

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1 paper

cs.LG2020★ 4 cited

CPR: Understanding and Improving Failure Tolerant Training for Deep Learning Recommendation with Partial Recovery

Kiwan Maeng, Shivam Bharuka, Isabel Gao +8

The paper proposes and optimizes a partial recovery training system, CPR, for recommendation models. CPR relaxes the consistency requirement by enabling non-failed nodes to proceed…