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Support for Deep Residual Net (ResNet) reference models for ILSVRC #60

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merged 5 commits into from
Feb 7, 2016
Merged

Support for Deep Residual Net (ResNet) reference models for ILSVRC #60

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a49f8d5
added ResNet reference models for ILSVRC
beniz Feb 4, 2016
23ae97a
fixed resnet reference models for training
beniz Feb 4, 2016
de5655e
added resnet_18 for prediction + training
beniz Feb 5, 2016
bababf7
fixed resnet models for training
beniz Feb 6, 2016
4c77274
added resnet_32
beniz Feb 7, 2016
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4,554 changes: 4,554 additions & 0 deletions templates/caffe/resnet_101/deploy.prototxt
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5,324 changes: 5,324 additions & 0 deletions templates/caffe/resnet_101/resnet_101.prototxt
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16 changes: 16 additions & 0 deletions templates/caffe/resnet_101/resnet_101_solver.prototxt
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Original file line number Diff line number Diff line change
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net: "resnet_101.prototxt"
test_iter: 1000
test_interval: 4000
test_initialization: false
display: 40
average_loss: 40
base_lr: 0.1
lr_policy: "step"
stepsize: 320000
gamma: 0.96
max_iter: 600000
momentum: 0.9
weight_decay: 0.0001
snapshot: 40000
snapshot_prefix: "resnet_101"
solver_mode: GPU
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