dd20e0ca8f2243d15fcb2966484504ddb5796a2f,examples/alex_net.py,,,#,31
Before Change
Krizhevsky, Sutskever, and Hinton, 2012
"""
LAYERS = OrderedDict()
LAYERS["conv1"] = Layer(3, 96, 55, 11, 4)
LAYERS["conv2"] = Layer(96, 256, 27, 5)
LAYERS["conv3"] = Layer(256, 384, 13, 3)
LAYERS["conv4"] = Layer(384, 384, 13, 3)
LAYERS["conv5"] = Layer(384, 256, 13, 3)
LAYERS["fc1"] = FCLayer(256, 4096, 6)
LAYERS["fc2"] = FCLayer(4096, 4096, 1)
LAYERS["fc3"] = FCLayer(4096, 1000, 1)
After Change
Krizhevsky, Sutskever, and Hinton, 2012
"""
NN = Network("AlexNet")
NN.add("conv1", Layer(3, 96, 55, 11, 4))
NN.add("conv2", Layer(96, 256, 27, 5))
NN.add("conv3", Layer(256, 384, 13, 3))
NN.add("conv4", Layer(384, 384, 13, 3))
NN.add("conv5", Layer(384, 256, 13, 3))
NN.add("fc1", FCLayer(256, 4096, 6))
NN.add("fc2", FCLayer(4096, 4096, 1))
NN.add("fc3", FCLayer(4096, 1000, 1))
In pattern: SUPERPATTERN
Frequency: 3
Non-data size: 44
Instances
Project Name: stanford-mast/nn_dataflow
Commit Name: dd20e0ca8f2243d15fcb2966484504ddb5796a2f
Time: 2017-04-27
Author: mgao12@stanford.edu
File Name: examples/alex_net.py
Class Name:
Method Name:
Project Name: stanford-mast/nn_dataflow
Commit Name: dd20e0ca8f2243d15fcb2966484504ddb5796a2f
Time: 2017-04-27
Author: mgao12@stanford.edu
File Name: examples/zfnet.py
Class Name:
Method Name:
Project Name: stanford-mast/nn_dataflow
Commit Name: dd20e0ca8f2243d15fcb2966484504ddb5796a2f
Time: 2017-04-27
Author: mgao12@stanford.edu
File Name: examples/alex_net.py
Class Name:
Method Name:
Project Name: stanford-mast/nn_dataflow
Commit Name: dd20e0ca8f2243d15fcb2966484504ddb5796a2f
Time: 2017-04-27
Author: mgao12@stanford.edu
File Name: examples/eyeriss_alex_net.py
Class Name:
Method Name: