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inceptionv1: Update compressed models
Signed-off-by: Huaqi Fang <[email protected]>
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‎caffe_models/inception_v1/caffe_model/compress_config-45p.py‎

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## Generated by graphCompress tool automatically ##
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## Compress configuration and fine tuning goal ##
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compressConfig = {
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'InceptionV1__InceptionV1__Conv2d_2c_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [40, 40]},
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'InceptionV1__InceptionV1__Mixed_3b__Branch_1__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [40, 48]},
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'InceptionV1__InceptionV1__Mixed_3b__Branch_2__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [16, 16]},
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'InceptionV1__InceptionV1__Mixed_3c__Branch_1__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [48, 48]},
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'InceptionV1__InceptionV1__Mixed_3c__Branch_2__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [24, 24]},
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'InceptionV1__InceptionV1__Mixed_4b__Branch_1__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [32, 32]},
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'InceptionV1__InceptionV1__Mixed_4b__Branch_2__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [16, 28]},
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'InceptionV1__InceptionV1__Mixed_4c__Branch_1__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [36, 40]},
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'InceptionV1__InceptionV1__Mixed_4c__Branch_2__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [24, 32]},
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'InceptionV1__InceptionV1__Mixed_4d__Branch_1__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [32, 32]},
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'InceptionV1__InceptionV1__Mixed_4d__Branch_2__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [24, 32]},
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'InceptionV1__InceptionV1__Mixed_4e__Branch_1__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [52, 56]},
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'InceptionV1__InceptionV1__Mixed_4e__Branch_2__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [28, 32]},
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'InceptionV1__InceptionV1__Mixed_4f__Branch_1__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [60, 60]},
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'InceptionV1__InceptionV1__Mixed_4f__Branch_2__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [32, 32]},
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'InceptionV1__InceptionV1__Mixed_5b__Branch_1__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [60, 60]},
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'InceptionV1__InceptionV1__Mixed_5b__Branch_2__Conv2d_0a_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [32, 32]},
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'InceptionV1__InceptionV1__Mixed_5c__Branch_1__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [80, 80]},
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'InceptionV1__InceptionV1__Mixed_5c__Branch_2__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [40, 40]},
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}
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tuningGoal = [{'accuracy@5': 0.9, 'loss': 1.2, 'accuracy@1': 0.71}]
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## Compress factor and layer factors of this config##
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desiredCompressFactor = None
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realCompressFactor = 2.20860526732
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layerCompressFactor = {
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'InceptionV1__InceptionV1__Conv2d_1a_7x7__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Conv2d_2b_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Conv2d_2c_3x3__Conv2D' : 4.48831168831,
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'InceptionV1__InceptionV1__Mixed_3b__Branch_0__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_3b__Branch_1__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_3b__Branch_2__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_3b__Branch_3__Conv2d_0b_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_3b__Branch_1__Conv2d_0b_3x3__Conv2D' : 4.05633802817,
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'InceptionV1__InceptionV1__Mixed_3b__Branch_2__Conv2d_0b_3x3__Conv2D' : 1.5,
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'InceptionV1__InceptionV1__Mixed_3c__Branch_0__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_3c__Branch_1__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_3c__Branch_2__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_3c__Branch_3__Conv2d_0b_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_3c__Branch_1__Conv2d_0b_3x3__Conv2D' : 6.12765957447,
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'InceptionV1__InceptionV1__Mixed_3c__Branch_2__Conv2d_0b_3x3__Conv2D' : 3.3488372093,
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'InceptionV1__InceptionV1__Mixed_4b__Branch_0__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4b__Branch_1__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4b__Branch_2__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4b__Branch_3__Conv2d_0b_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4b__Branch_1__Conv2d_0b_3x3__Conv2D' : 9.48648648649,
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'InceptionV1__InceptionV1__Mixed_4b__Branch_2__Conv2d_0b_3x3__Conv2D' : 1.22727272727,
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'InceptionV1__InceptionV1__Mixed_4c__Branch_0__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4c__Branch_1__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4c__Branch_2__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4c__Branch_3__Conv2d_0b_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4c__Branch_1__Conv2d_0b_3x3__Conv2D' : 8.70036991369,
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'InceptionV1__InceptionV1__Mixed_4c__Branch_2__Conv2d_0b_3x3__Conv2D' : 1.44966442953,
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'InceptionV1__InceptionV1__Mixed_4d__Branch_0__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4d__Branch_1__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4d__Branch_2__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4d__Branch_3__Conv2d_0b_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4d__Branch_1__Conv2d_0b_3x3__Conv2D' : 13.7142857143,
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'InceptionV1__InceptionV1__Mixed_4d__Branch_2__Conv2d_0b_3x3__Conv2D' : 1.44966442953,
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'InceptionV1__InceptionV1__Mixed_4e__Branch_0__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4e__Branch_1__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4e__Branch_2__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4e__Branch_3__Conv2d_0b_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4e__Branch_1__Conv2d_0b_3x3__Conv2D' : 7.49132947977,
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'InceptionV1__InceptionV1__Mixed_4e__Branch_2__Conv2d_0b_3x3__Conv2D' : 1.67441860465,
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'InceptionV1__InceptionV1__Mixed_4f__Branch_0__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4f__Branch_1__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4f__Branch_2__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4f__Branch_3__Conv2d_0b_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4f__Branch_1__Conv2d_0b_3x3__Conv2D' : 7.52941176471,
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'InceptionV1__InceptionV1__Mixed_4f__Branch_2__Conv2d_0b_3x3__Conv2D' : 2.57142857143,
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'InceptionV1__InceptionV1__Mixed_5b__Branch_0__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_5b__Branch_1__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_5b__Branch_2__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_5b__Branch_3__Conv2d_0b_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_5b__Branch_1__Conv2d_0b_3x3__Conv2D' : 7.52941176471,
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'InceptionV1__InceptionV1__Mixed_5b__Branch_2__Conv2d_0a_3x3__Conv2D' : 2.57142857143,
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'InceptionV1__InceptionV1__Mixed_5c__Branch_0__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_5c__Branch_1__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_5c__Branch_2__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_5c__Branch_3__Conv2d_0b_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_5c__Branch_1__Conv2d_0b_3x3__Conv2D' : 6.4,
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'InceptionV1__InceptionV1__Mixed_5c__Branch_2__Conv2d_0b_3x3__Conv2D' : 2.57910447761,
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'InceptionV1__Logits__Conv2d_0c_1x1__Conv2D' : 1.0,
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}

‎caffe_models/inception_v1/caffe_model/compress_config-51p.py‎

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## Generated by graphCompress tool automatically ##
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## Compress configuration and fine tuning goal ##
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compressConfig = {
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'InceptionV1__InceptionV1__Conv2d_2c_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [48, 48]},
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'InceptionV1__InceptionV1__Mixed_3b__Branch_1__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [48, 64]},
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'InceptionV1__InceptionV1__Mixed_3b__Branch_2__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [16, 16]},
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'InceptionV1__InceptionV1__Mixed_3c__Branch_1__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [64, 64]},
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'InceptionV1__InceptionV1__Mixed_3c__Branch_2__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [28, 24]},
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'InceptionV1__InceptionV1__Mixed_4b__Branch_1__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [48, 48]},
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'InceptionV1__InceptionV1__Mixed_4b__Branch_2__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [16, 16]},
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'InceptionV1__InceptionV1__Mixed_4c__Branch_1__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [48, 56]},
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'InceptionV1__InceptionV1__Mixed_4c__Branch_2__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [24, 24]},
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'InceptionV1__InceptionV1__Mixed_4d__Branch_1__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [48, 48]},
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'InceptionV1__InceptionV1__Mixed_4d__Branch_2__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [24, 24]},
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'InceptionV1__InceptionV1__Mixed_4e__Branch_1__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [72, 72]},
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'InceptionV1__InceptionV1__Mixed_4e__Branch_2__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [24, 24]},
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'InceptionV1__InceptionV1__Mixed_4f__Branch_1__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [80, 84]},
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'InceptionV1__InceptionV1__Mixed_4f__Branch_2__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [32, 48]},
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'InceptionV1__InceptionV1__Mixed_5b__Branch_1__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [84, 84]},
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'InceptionV1__InceptionV1__Mixed_5b__Branch_2__Conv2d_0a_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [32, 32]},
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'InceptionV1__InceptionV1__Mixed_5c__Branch_1__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [92, 92]},
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'InceptionV1__InceptionV1__Mixed_5c__Branch_2__Conv2d_0b_3x3__Conv2D' : {'algorithm': 'Tucker-2', 'rank': [40, 40]},
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}
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tuningGoal = [{'accuracy@5': 0.9, 'loss': 1.2, 'accuracy@1': 0.71}]
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## Compress factor and layer factors of this config##
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desiredCompressFactor = None
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realCompressFactor = 1.97657779846
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layerCompressFactor = {
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'InceptionV1__InceptionV1__Conv2d_1a_7x7__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Conv2d_2b_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Conv2d_2c_3x3__Conv2D' : 3.3488372093,
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'InceptionV1__InceptionV1__Mixed_3b__Branch_0__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_3b__Branch_1__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_3b__Branch_2__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_3b__Branch_3__Conv2d_0b_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_3b__Branch_1__Conv2d_0b_3x3__Conv2D' : 2.73417721519,
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'InceptionV1__InceptionV1__Mixed_3b__Branch_2__Conv2d_0b_3x3__Conv2D' : 1.5,
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'InceptionV1__InceptionV1__Mixed_3c__Branch_0__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_3c__Branch_1__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_3c__Branch_2__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_3c__Branch_3__Conv2d_0b_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_3c__Branch_1__Conv2d_0b_3x3__Conv2D' : 3.85714285714,
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'InceptionV1__InceptionV1__Mixed_3c__Branch_2__Conv2d_0b_3x3__Conv2D' : 2.98961937716,
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'InceptionV1__InceptionV1__Mixed_4b__Branch_0__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4b__Branch_1__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4b__Branch_2__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4b__Branch_3__Conv2d_0b_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4b__Branch_1__Conv2d_0b_3x3__Conv2D' : 5.08695652174,
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'InceptionV1__InceptionV1__Mixed_4b__Branch_2__Conv2d_0b_3x3__Conv2D' : 2.07692307692,
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'InceptionV1__InceptionV1__Mixed_4c__Branch_0__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4c__Branch_1__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4c__Branch_2__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4c__Branch_3__Conv2d_0b_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4c__Branch_1__Conv2d_0b_3x3__Conv2D' : 5.36170212766,
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'InceptionV1__InceptionV1__Mixed_4c__Branch_2__Conv2d_0b_3x3__Conv2D' : 1.89473684211,
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'InceptionV1__InceptionV1__Mixed_4d__Branch_0__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4d__Branch_1__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4d__Branch_2__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4d__Branch_3__Conv2d_0b_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4d__Branch_1__Conv2d_0b_3x3__Conv2D' : 7.52941176471,
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'InceptionV1__InceptionV1__Mixed_4d__Branch_2__Conv2d_0b_3x3__Conv2D' : 1.89473684211,
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'InceptionV1__InceptionV1__Mixed_4e__Branch_0__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4e__Branch_1__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4e__Branch_2__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4e__Branch_3__Conv2d_0b_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4e__Branch_1__Conv2d_0b_3x3__Conv2D' : 4.8,
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'InceptionV1__InceptionV1__Mixed_4e__Branch_2__Conv2d_0b_3x3__Conv2D' : 2.46153846154,
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'InceptionV1__InceptionV1__Mixed_4f__Branch_0__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4f__Branch_1__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4f__Branch_2__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4f__Branch_3__Conv2d_0b_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_4f__Branch_1__Conv2d_0b_3x3__Conv2D' : 4.60063897764,
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'InceptionV1__InceptionV1__Mixed_4f__Branch_2__Conv2d_0b_3x3__Conv2D' : 1.75609756098,
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'InceptionV1__InceptionV1__Mixed_5b__Branch_0__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_5b__Branch_1__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_5b__Branch_2__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_5b__Branch_3__Conv2d_0b_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_5b__Branch_1__Conv2d_0b_3x3__Conv2D' : 4.43828016644,
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'InceptionV1__InceptionV1__Mixed_5b__Branch_2__Conv2d_0a_3x3__Conv2D' : 2.57142857143,
81+
'InceptionV1__InceptionV1__Mixed_5c__Branch_0__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_5c__Branch_1__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_5c__Branch_2__Conv2d_0a_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_5c__Branch_3__Conv2d_0b_1x1__Conv2D' : 1.0,
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'InceptionV1__InceptionV1__Mixed_5c__Branch_1__Conv2d_0b_3x3__Conv2D' : 5.13712374582,
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'InceptionV1__InceptionV1__Mixed_5c__Branch_2__Conv2d_0b_3x3__Conv2D' : 2.57910447761,
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'InceptionV1__Logits__Conv2d_0c_1x1__Conv2D' : 1.0,
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}

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