3
$\begingroup$

In 2015 a team of researchers from Microsoft won the ImageNet contest with a network of 152 layers.

How many parameters did their model have?

$\endgroup$
5
+50
$\begingroup$

The number of parameters is 60,344,232, according to:

https://resources.wolframcloud.com/NeuralNetRepository/resources/ResNet-152-Trained-on-ImageNet-Competition-Data

Although, from https://arxiv.org/pdf/1512.03385.pdf (page 6), it looks like an ensemble was used for ILSVRC 2015:

"We combine six models of different depth to form an ensemble (only with two 152-layer ones at the time of submitting). This leads to 3.57% top-5 error on the test set (Table 5). This entry won the 1st place in ILSVRC 2015."

$\endgroup$

Your Answer

By clicking “Post Your Answer”, you agree to our terms of service, privacy policy and cookie policy

Not the answer you're looking for? Browse other questions tagged or ask your own question.