Added GoogLeNet128 with residual connections. Better, than original g…

…ln128, but still worse than vgg128
ducha-aiki · Jul 6, 2016 · 073ded5 · 073ded5
1 parent edb5ecc
commit 073ded5
Show file tree

Hide file tree

Showing 7 changed files with 92,489 additions and 0 deletions.
diff --git a/Architectures.md b/Architectures.md
@@ -41,6 +41,7 @@ Others
 | [HeNet2x2](http://arxiv.org/abs/1412.1710) |0.561 | 1.88|No SPP, Pool5 = 3x3, VLReLU, J' from paper |
 | [HeNet3x1](http://arxiv.org/abs/1412.1710) |0.560 | 1.88|No SPP, Pool5 = 3x3, VLReLU, J' from paper, 2x2->3x1 |
 | [GoogLeNet128](http://arxiv.org/abs/1409.4842) | 0.619 | 1.61 |linear lr_policy, batch_size=256. obviously slower than caffenet |
+| GoogLeNet128Res | 0.634 | 1.56 |linear lr_policy, batch_size=256. Resudial connections between inception block. No BN |
 | googlenet_loss2_clf| 0.571 | 1.80 | from net above, aux classifier after inception_4d |
 | googlenet_loss1_clf| 0.520 | 2.06 | from net above, aux classifier after inception_4a |
 | GoogLeNet128_BN_after | 0.596 | 1.70 |BN After ReLU|

diff --git a/README.md b/README.md
@@ -281,6 +281,7 @@ Others
 | [HeNet2x2](http://arxiv.org/abs/1412.1710) |0.561 | 1.88|No SPP, Pool5 = 3x3, VLReLU, J' from paper |
 | [HeNet3x1](http://arxiv.org/abs/1412.1710) |0.560 | 1.88|No SPP, Pool5 = 3x3, VLReLU, J' from paper, 2x2->3x1 |
 | [GoogLeNet128](http://arxiv.org/abs/1409.4842) | 0.619 | 1.61 |linear lr_policy, batch_size=256. obviously slower than caffenet |
+| GoogLeNet128Res | 0.634 | 1.56 |linear lr_policy, batch_size=256. Resudial connections between inception block. No BN |
 | googlenet_loss2_clf| 0.571 | 1.80 | from net above, aux classifier after inception_4d |
 | googlenet_loss1_clf| 0.520 | 2.06 | from net above, aux classifier after inception_4a |
 | [fitnet1_elu](http://arxiv.org/abs/1412.6550) | 0.333 | 3.21 | |