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(parent: b5a8671) | patch
define AlexNet architecture
authorEvan Shelhamer <shelhamer@imaginarynumber.net>
Tue, 8 Apr 2014 00:30:34 +0000 (17:30 -0700)
committerEvan Shelhamer <shelhamer@imaginarynumber.net>
Tue, 15 Apr 2014 18:17:55 +0000 (12:17 -0600)
commite1b32cac3ff3f88a550d63044fcb50765d297e20
treea47d4b959cb2777b3251706c3df535ea0c70d9f4tree | snapshot
parentb5a86710f023f351d9c692d818a22b78cade2871commit | diff
define AlexNet architecture

Swap order of lrn and max pooling layers to reflect Krizhevsky
architecture. Initialize biases to 0.1 where Krizhevsky had 1, as
training by initialization with 1 has flat loss.
examples/imagenet/alexnet_deploy.prototxt [new file with mode: 0644] blob
examples/imagenet/alexnet_solver.prototxt [new file with mode: 0644] blob
examples/imagenet/alexnet_train.prototxt [new file with mode: 0644] blob
examples/imagenet/alexnet_val.prototxt [new file with mode: 0644] blob
examples/imagenet/train_alexnet.sh [new file with mode: 0755] blob
Domain: Machine Learning / ML Framework;