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ResNet50 Training
NV-Caffe 0.16ではcaffe binaryに実行ファイルは統合されている experimental-fp16 branchの頃は caffe?fp16 binaryがありそちらを指定した(trainオプションは選べなかった)
例えば以下のようなコマンドでtrainingを実行できる
$CAFFE_HOME/build/tools/caffe train -solver models/resnet50/solver_fp16.prototxt -gpu 0,1,2,3
check sum
http://www.image-net.org/challenges/LSVRC/2012/nonpub-downloads
Development Kit
The development kit includes Meta data for the competition categories. Matlab routines for evaluating submissions. Please be sure to consult the readme file included in the development kit.
Development kit (Task 1 & 2). 2.5MB.
Development kit (Task 3). 22MB.
Images
Training images (Task 1 & 2). 138GB. MD5: 1d675b47d978889d74fa0da5fadfb00e
Training images (Task 3). 728MB. MD5: ccaf1013018ac1037801578038d370da
Validation images (all tasks). 6.3GB. MD5: 29b22e2961454d5413ddabcf34fc5622
Test images (all tasks). 13GB. MD5: fe64ceb247e473635708aed23ab6d839
Terms of use: by downloading the image data from the above URLs, you agree to the following terms:
You will use the data only for non-commercial research and educational purposes. You will NOT distribute the above URL(s).p Stanford University and Princeton University make no representations or warranties regarding the data, including but not limited to warranties of non-infringement or fitness for a particular purpose. You accept full responsibility for your use of the data and shall defend and indemnify Stanford University and Princeton University, including their employees, officers and agents, against any and all claims arising from your use of the data, including but not limited to your use of any copies of copyrighted images that you may create from the data. Bounding Boxes
Training bounding box annotations (Task 1 & 2 only) . 20MB. MD5: 9271167e2176350e65cfe4e546f14b17
Training bounding box annotations (Task 3 only) . 1MB. MD5: 61ebd3cc0e4793899a841b6b27f3d6d8
Validation bounding box annotations (all tasks) . 2.2MB. MD5: f4cd18b5ea29fe6bbea62ec9c20d80f0
Test bounding box annotations (Task 3 only). 33MB. MD5: 2dfdb2677fd9661585d17d5a5d027624