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config.json.example
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config.json.example
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{
"vgg16": {
"block_sizes": [
[8, 0, 0, 0], [8, 8, 0, 0],
[8, 8, 0, 0], [8, 8, 0, 0],
[8, 8, 0, 0], [8, 8, 0, 0], [8, 8, 0, 0],
[8, 8, 0, 0], [8, 8, 0, 0], [8, 8, 0, 0],
[8, 8, 0, 0], [8, 8, 0, 0], [8, 8, 0, 0],
[8, 8], [8, 8], [8, 8]
],
"pruning_rates": [
0.42, 0.78,
0.66, 0.64,
0.47, 0.76, 0.58,
0.68, 0.78, 0.66,
0.65, 0.71, 0.64,
0.96, 0.96, 0.77
]
},
"vgg16_bn": {
"block_sizes": [
[8, 0, 0, 0], [8, 8, 0, 0],
[8, 8, 0, 0], [8, 8, 0, 0],
[8, 8, 0, 0], [8, 8, 0, 0], [8, 8, 0, 0],
[8, 8, 0, 0], [8, 8, 0, 0], [8, 8, 0, 0],
[8, 8, 0, 0], [8, 8, 0, 0], [8, 8, 0, 0],
[8, 8], [8, 8], [8, 8]
],
"pruning_rates": [
0.42, 0.78,
0.66, 0.64,
0.47, 0.76, 0.58,
0.68, 0.78, 0.66,
0.65, 0.71, 0.64,
0.96, 0.96, 0.77
]
},
"alexnet": {
"block_sizes": [
[8, 1, 0, 0],
[8, 1, 0, 0],
[8, 1, 0, 0],
[8, 1, 0, 0],
[8, 1, 0, 0],
[8, 8, 0, 0],
[8, 8, 0, 0],
[8, 8, 0, 0]
],
"pruning_rates": [
0.16, 0.62, 0.65, 0.63, 0.63,
0.91, 0.91, 0.75
]
}
}