CODEWITHSUNDEEP
machine-learningdarknet
zcaudate
zcaudate

Reputation: 14258

what do each of these numbers mean in darknet?

I'm running the basic example on the darknet https://pjreddie.com/darknet/train-cifar/ and are getting a bunch of outputs:

1382, 3.538: 0.954143, 0.969863 avg, 0.027415 rate, 0.559997 seconds, 176896 images
Loaded: 0.000033 seconds
1383, 3.540: 0.816129, 0.954489 avg, 0.027385 rate, 0.565249 seconds, 177024 images
Loaded: 0.000069 seconds
1384, 3.543: 0.961585, 0.955199 avg, 0.027355 rate, 0.564356 seconds, 177152 images
Loaded: 0.000037 seconds

What do these outputs mean and what is the actual interim accuracy?

Upvotes: 0

Views: 170

Answers (1)

Nafis Islam
Nafis Islam

Reputation: 1509

1384 - iteration number (number of batch)

0.961585 - current loss

0.955199 avg - average loss (error) - the lower, the better

When you see that average loss 0.xxxxxx avg no longer decreases at many iterations then you should stop training.

for more details see AlexeyAB/darknet

Upvotes: 1

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