efficientnet how is the training speed?

recently, I have written efficientnet using tensorpack framework, and I have found this net training speed is very slow (efficientnet-b0 is slower than resnet50). Do you have the same situations?

Dec 11 '19 02:12 MichaelHL-ai

same thing is happening to me. Which version of tensorflow and efficientnet are you using?

I'm using tensorflow 1.15.0 and efficientnet 1.0.0

Dec 16 '19 05:12 mrkaworu

same thing is happening to me. Which version of tensorflow and efficientnet are you using?

I'm using tensorflow 1.15.0 and efficientnet 1.0.0

I am using tensorflow 1.13, and efficientnet-b0 written by myself. see https://github.com/tensorflow/tensorflow/issues/12132 https://github.com/tensorflow/tensorflow/issues/12940

Dec 16 '19 06:12 MichaelHL-ai

I see. I'll follow the links you provided too. Thank you!

Dec 16 '19 06:12 mrkaworu

Same issues here.

Jan 03 '20 17:01 kevinwu23

When you say slow training speed do you mean examples per second or epochs to convergence?

I'm seeing slightly more examples per second than resnet50, but many more epochs to converge.

Feb 20 '20 17:02 LucasSloan

Which dataset are you training on? I'm getting OOM errors when training on ImageNet with all trainable params.

Apr 14 '20 17:04 AshishSardana

When you say slow training speed do you mean examples per second or epochs to convergence?

I'm seeing slightly more examples per second than resnet50, but many more epochs to converge.

examples per second, I mean

Apr 15 '20 02:04 MichaelHL-ai