gossip_sgd.py [349:366]:
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    losses = Meter(ptag='Loss')
    top1 = Meter(ptag='Prec@1')
    top5 = Meter(ptag='Prec@5')

    # switch to train mode
    model.train()

    # spoof sampler to continue from checkpoint w/o loading data all over again
    _train_loader = loader.__iter__()
    for i in range(itr):
        try:
            next(_train_loader.sample_iter)
        except Exception:
            # finished epoch but prempted before state was updated
            log.info('Loader spoof error attempt {}/{}'.format(i, len(loader)))
            return

    log.debug('Training (epoch {})'.format(epoch))
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gossip_sgd_adpsgd.py [322:339]:
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    losses = Meter(ptag='Loss')
    top1 = Meter(ptag='Prec@1')
    top5 = Meter(ptag='Prec@5')

    # switch to train mode
    model.train()

    # spoof sampler to continue from checkpoint w/o loading data all over again
    _train_loader = loader.__iter__()
    for i in range(itr):
        try:
            next(_train_loader.sample_iter)
        except Exception:
            # finished epoch but prempted before state was updated
            log.info('Loader spoof error attempt {}/{}'.format(i, len(loader)))
            return

    log.debug('Training (epoch {})'.format(epoch))
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