updates
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65eccee4ef
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4
train.py
4
train.py
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@ -15,7 +15,7 @@ def train(
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data_cfg,
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data_cfg,
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img_size=416,
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img_size=416,
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resume=False,
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resume=False,
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epochs=270,
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epochs=273, # 500200 batches at bs 64, dataset length 117263
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batch_size=16,
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batch_size=16,
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accumulate=1,
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accumulate=1,
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multi_scale=False,
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multi_scale=False,
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@ -75,7 +75,7 @@ def train(
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else:
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else:
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cutoff = load_darknet_weights(model, weights + 'darknet53.conv.74')
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cutoff = load_darknet_weights(model, weights + 'darknet53.conv.74')
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# Set scheduler (reduce lr at epoch 250)
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# Set scheduler (reduce lr at epochs 218, 245, i.e. batches 400k, 450k)
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scheduler = torch.optim.lr_scheduler.MultiStepLR(optimizer, milestones=[218, 245], gamma=0.1,
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scheduler = torch.optim.lr_scheduler.MultiStepLR(optimizer, milestones=[218, 245], gamma=0.1,
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last_epoch=start_epoch - 1)
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last_epoch=start_epoch - 1)
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