Fix ema attribute error in DDP mode (#775)
Browse files* Fix ema error in DDP mode
* Update train.py
Co-authored-by: Glenn Jocher <[email protected]>
train.py
CHANGED
@@ -164,11 +164,11 @@ def train(hyp, opt, device, tb_writer=None):
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world_size=opt.world_size, workers=opt.workers)
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mlc = np.concatenate(dataset.labels, 0)[:, 0].max() # max label class
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nb = len(dataloader) # number of batches
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-
ema.updates = start_epoch * nb // accumulate # set EMA updates
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assert mlc < nc, 'Label class %g exceeds nc=%g in %s. Possible class labels are 0-%g' % (mlc, nc, opt.data, nc - 1)
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# Testloader
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if rank in [-1, 0]:
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testloader = create_dataloader(test_path, imgsz_test, total_batch_size, gs, opt,
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hyp=hyp, augment=False, cache=opt.cache_images, rect=True, rank=-1,
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world_size=opt.world_size, workers=opt.workers)[0] # only runs on process 0
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world_size=opt.world_size, workers=opt.workers)
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mlc = np.concatenate(dataset.labels, 0)[:, 0].max() # max label class
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nb = len(dataloader) # number of batches
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assert mlc < nc, 'Label class %g exceeds nc=%g in %s. Possible class labels are 0-%g' % (mlc, nc, opt.data, nc - 1)
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# Testloader
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if rank in [-1, 0]:
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+
ema.updates = start_epoch * nb // accumulate # set EMA updates
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testloader = create_dataloader(test_path, imgsz_test, total_batch_size, gs, opt,
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hyp=hyp, augment=False, cache=opt.cache_images, rect=True, rank=-1,
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world_size=opt.world_size, workers=opt.workers)[0] # only runs on process 0
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