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tornadomeet / ResNet

Reproduce ResNet-v2(Identity Mappings in Deep Residual Networks) with MXNet
Apache License 2.0
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ResNet-34 #11

Closed tornadomeet closed 8 years ago

tornadomeet commented 8 years ago

begin training resnet-34, using 4 gpus, batch-size=512, will update it here:

INFO:root:Start training with [gpu(4), gpu(5), gpu(6), gpu(7)] INFO:root:Epoch[0] Batch [50] Speed: 252.55 samples/sec Train-accuracy=0.002344 INFO:root:Epoch[0] Batch [50] Speed: 252.55 samples/sec Train-top_k_accuracy_5=0.009336 INFO:root:Epoch[0] Batch [100] Speed: 251.83 samples/sec Train-accuracy=0.003789 INFO:root:Epoch[0] Batch [100] Speed: 251.83 samples/sec Train-top_k_accuracy_5=0.016328

tornadomeet commented 8 years ago

acc

tornadomeet commented 8 years ago

break off by 3 days, the current progress is :
acc

tornadomeet commented 8 years ago

acc

tornadomeet commented 8 years ago

finished, and have been updated to main repo.