-
-
Save AkiyonKS/fd1b1a3047e2f851931ea2b2d0bb68c8 to your computer and use it in GitHub Desktop.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Model: "model" | |
| _________________________________________________________________ | |
| Layer (type) Output Shape Param # | |
| ================================================================= | |
| input_1 (InputLayer) [(None, 300, 300, 3)] 0 | |
| prune_low_magnitude_block1_ (None, 300, 300, 64) 3522 | |
| conv1 (PruneLowMagnitude) | |
| prune_low_magnitude_block1_ (None, 300, 300, 64) 73794 | |
| conv2 (PruneLowMagnitude) | |
| prune_low_magnitude_block1_ (None, 150, 150, 64) 1 | |
| pool (PruneLowMagnitude) | |
| prune_low_magnitude_block2_ (None, 150, 150, 128) 147586 | |
| conv1 (PruneLowMagnitude) | |
| prune_low_magnitude_block2_ (None, 150, 150, 128) 295042 | |
| conv2 (PruneLowMagnitude) | |
| prune_low_magnitude_block2_ (None, 75, 75, 128) 1 | |
| pool (PruneLowMagnitude) | |
| prune_low_magnitude_block3_ (None, 75, 75, 256) 590082 | |
| conv1 (PruneLowMagnitude) | |
| prune_low_magnitude_block3_ (None, 75, 75, 256) 1179906 | |
| conv2 (PruneLowMagnitude) | |
| prune_low_magnitude_block3_ (None, 75, 75, 256) 1179906 | |
| conv3 (PruneLowMagnitude) | |
| prune_low_magnitude_block3_ (None, 37, 37, 256) 1 | |
| pool (PruneLowMagnitude) | |
| prune_low_magnitude_block4_ (None, 37, 37, 512) 2359810 | |
| conv1 (PruneLowMagnitude) | |
| prune_low_magnitude_block4_ (None, 37, 37, 512) 4719106 | |
| conv2 (PruneLowMagnitude) | |
| prune_low_magnitude_block4_ (None, 37, 37, 512) 4719106 | |
| conv3 (PruneLowMagnitude) | |
| prune_low_magnitude_block4_ (None, 18, 18, 512) 1 | |
| pool (PruneLowMagnitude) | |
| prune_low_magnitude_block5_ (None, 18, 18, 512) 4719106 | |
| conv1 (PruneLowMagnitude) | |
| prune_low_magnitude_block5_ (None, 18, 18, 512) 4719106 | |
| conv2 (PruneLowMagnitude) | |
| prune_low_magnitude_block5_ (None, 18, 18, 512) 4719106 | |
| conv3 (PruneLowMagnitude) | |
| prune_low_magnitude_block5_ (None, 9, 9, 512) 1 | |
| pool (PruneLowMagnitude) | |
| sequential (Sequential) (None, 10) 84956176 | |
| ================================================================= | |
| Total params: 114,381,359 | |
| Trainable params: 42,478,602 | |
| Non-trainable params: 71,902,757 | |
| _________________________________________________________________ |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment