530 lines
14 KiB
Python
530 lines
14 KiB
Python
# Copyright 2021 Samsung Electronics Co., Ltd.
|
|
#
|
|
# Licensed under the Apache License, Version 2.0 (the "License");
|
|
# you may not use this file except in compliance with the License.
|
|
# You may obtain a copy of the License at
|
|
|
|
# http://www.apache.org/licenses/LICENSE-2.0
|
|
|
|
# Unless required by applicable law or agreed to in writing, software
|
|
# distributed under the License is distributed on an "AS IS" BASIS,
|
|
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
|
# See the License for the specific language governing permissions and
|
|
# limitations under the License.
|
|
# =============================================================================
|
|
|
|
ptcv_accs_cf10 = {
|
|
'nin_cifar10':7.43,
|
|
'resnet20_cifar10':5.97,
|
|
'resnet56_cifar10':4.52,
|
|
'resnet110_cifar10':3.69,
|
|
'resnet164bn_cifar10':3.68,
|
|
'resnet272bn_cifar10':3.33,
|
|
'resnet542bn_cifar10':3.43,
|
|
'resnet1001_cifar10':3.28,
|
|
'resnet1202_cifar10':3.53,
|
|
'preresnet20_cifar10':6.51,
|
|
'preresnet56_cifar10':4.49,
|
|
'preresnet110_cifar10':3.86,
|
|
'preresnet164bn_cifar10':3.64,
|
|
'preresnet272bn_cifar10':3.25,
|
|
'preresnet542bn_cifar10':3.14,
|
|
'preresnet1001_cifar10':2.65,
|
|
'preresnet1202_cifar10':3.39,
|
|
'resnext20_16x4d_cifar10':None,
|
|
'resnext20_32x2d_cifar10':None,
|
|
'resnext20_32x4d_cifar10':None,
|
|
'resnext29_32x4d_cifar10':3.15,
|
|
'resnext29_16x64d_cifar10':2.41,
|
|
'resnext272_1x64d_cifar10':2.55,
|
|
'resnext272_2x32d_cifar10':2.74,
|
|
'seresnet20_cifar10':6.01,
|
|
'seresnet56_cifar10':4.13,
|
|
'seresnet110_cifar10':3.63,
|
|
'seresnet164bn_cifar10':3.39,
|
|
'seresnet272bn_cifar10':3.39,
|
|
'seresnet542bn_cifar10':3.47,
|
|
'seresnet1001_cifar10':None,
|
|
'seresnet1202_cifar10':None,
|
|
'sepreresnet20_cifar10':6.18,
|
|
'sepreresnet56_cifar10':4.51,
|
|
'sepreresnet110_cifar10':4.54,
|
|
'sepreresnet164bn_cifar10':3.73,
|
|
'sepreresnet272bn_cifar10':3.39,
|
|
'sepreresnet542bn_cifar10':3.08,
|
|
'sepreresnet1001_cifar10':None,
|
|
'sepreresnet1202_cifar10':None,
|
|
'pyramidnet110_a48_cifar10':3.72,
|
|
'pyramidnet110_a84_cifar10':2.98,
|
|
'pyramidnet110_a270_cifar10':2.51,
|
|
'pyramidnet164_a270_bn_cifar10':2.51,
|
|
'pyramidnet200_a240_bn_cifar10':2.44,
|
|
'pyramidnet236_a220_bn_cifar10':2.47,
|
|
'pyramidnet272_a200_bn_cifar10':2.39,
|
|
'densenet40_k12_cifar10':5.61,
|
|
'densenet40_k12_bc_cifar10':6.43,
|
|
'densenet40_k24_bc_cifar10':4.52,
|
|
'densenet40_k36_bc_cifar10':4.04,
|
|
'densenet100_k12_cifar10':3.66,
|
|
'densenet100_k24_cifar10':3.13,
|
|
'densenet100_k12_bc_cifar10':4.16,
|
|
'densenet190_k40_bc_cifar10':2.52,
|
|
'densenet250_k24_bc_cifar10':2.67,
|
|
'xdensenet40_2_k24_bc_cifar10':5.31,
|
|
'xdensenet40_2_k36_bc_cifar10':4.37,
|
|
'wrn16_10_cifar10':2.93,
|
|
'wrn28_10_cifar10':2.39,
|
|
'wrn40_8_cifar10':2.37,
|
|
'wrn20_10_1bit_cifar10':3.26,
|
|
'wrn20_10_32bit_cifar10':3.14,
|
|
'ror3_56_cifar10':5.43,
|
|
'ror3_110_cifar10':4.35,
|
|
'ror3_164_cifar10':3.93,
|
|
'rir_cifar10':3.28,
|
|
'msdnet22_cifar10':None,
|
|
'resdropresnet20_cifar10':None,
|
|
'shakeshakeresnet20_2x16d_cifar10':5.15,
|
|
'shakeshakeresnet26_2x32d_cifar10':3.17,
|
|
'shakedropresnet20_cifar10':None,
|
|
'fractalnet_cifar10':None,
|
|
'diaresnet20_cifar10':6.22,
|
|
'diaresnet56_cifar10':5.05,
|
|
'diaresnet110_cifar10':4.10,
|
|
'diaresnet164bn_cifar10':3.50,
|
|
'diaresnet1001_cifar10':None,
|
|
'diaresnet1202_cifar10':None,
|
|
'diapreresnet20_cifar10':6.42,
|
|
'diapreresnet56_cifar10':4.83,
|
|
'diapreresnet110_cifar10':4.25,
|
|
'diapreresnet164bn_cifar10':3.56,
|
|
'diapreresnet1001_cifar10':None,
|
|
'diapreresnet1202_cifar10':None
|
|
}
|
|
|
|
ptcv_accs_cf100 = {
|
|
'nin_cifar100':28.39,
|
|
'resnet20_cifar100':29.64,
|
|
'resnet56_cifar100':24.88,
|
|
'resnet110_cifar100':22.80,
|
|
'resnet164bn_cifar100':20.44,
|
|
'resnet272bn_cifar100':20.07,
|
|
'resnet542bn_cifar100':19.32,
|
|
'resnet1001_cifar100':19.79,
|
|
'resnet1202_cifar100':21.56,
|
|
'preresnet20_cifar100':30.22,
|
|
'preresnet56_cifar100':25.05,
|
|
'preresnet110_cifar100':22.67,
|
|
'preresnet164bn_cifar100':20.18,
|
|
'preresnet272bn_cifar100':19.63,
|
|
'preresnet542bn_cifar100':18.71,
|
|
'preresnet1001_cifar100':18.41,
|
|
'preresnet1202_cifar100':None,
|
|
'resnext20_16x4d_cifar100':None,
|
|
'resnext20_32x2d_cifar100':None,
|
|
'resnext20_32x4d_cifar100':None,
|
|
'resnext29_32x4d_cifar100':19.5,
|
|
'resnext29_16x64d_cifar100':16.93,
|
|
'resnext272_1x64d_cifar100':19.11,
|
|
'resnext272_2x32d_cifar100':18.34,
|
|
'seresnet20_cifar100':28.54,
|
|
'seresnet56_cifar100':22.94,
|
|
'seresnet110_cifar100':20.86,
|
|
'seresnet164bn_cifar100':19.59,
|
|
'seresnet272bn_cifar100':19.07,
|
|
'seresnet542bn_cifar100':18.87,
|
|
'seresnet1001_cifar100':None,
|
|
'seresnet1202_cifar100':None,
|
|
'sepreresnet20_cifar100':28.31,
|
|
'sepreresnet56_cifar100':23.05,
|
|
'sepreresnet110_cifar100':22.61,
|
|
'sepreresnet164bn_cifar100':20.05,
|
|
'sepreresnet272bn_cifar100':19.13,
|
|
'sepreresnet542bn_cifar100':19.45,
|
|
'sepreresnet1001_cifar100':None,
|
|
'sepreresnet1202_cifar100':None,
|
|
'pyramidnet110_a48_cifar100':20.95,
|
|
'pyramidnet110_a84_cifar100':18.87,
|
|
'pyramidnet110_a270_cifar100':17.10,
|
|
'pyramidnet164_a270_bn_cifar100':16.7,
|
|
'pyramidnet200_a240_bn_cifar100':16.09,
|
|
'pyramidnet236_a220_bn_cifar100':16.34,
|
|
'pyramidnet272_a200_bn_cifar100':16.19,
|
|
'densenet40_k12_cifar100':24.9,
|
|
'densenet40_k12_bc_cifar100':28.41,
|
|
'densenet40_k24_bc_cifar100':22.67,
|
|
'densenet40_k36_bc_cifar100':20.5,
|
|
'densenet100_k12_cifar100':19.64,
|
|
'densenet100_k24_cifar100':18.08,
|
|
'densenet100_k12_bc_cifar100':21.19,
|
|
'densenet190_k40_bc_cifar100':None,
|
|
'densenet250_k24_bc_cifar100':17.39,
|
|
'xdensenet40_2_k24_bc_cifar100':23.96,
|
|
'xdensenet40_2_k36_bc_cifar100':21.65,
|
|
'wrn16_10_cifar100':18.95,
|
|
'wrn28_10_cifar100':17.88,
|
|
'wrn40_8_cifar100':18.03,
|
|
'wrn20_10_1bit_cifar100':19.04,
|
|
'wrn20_10_32bit_cifar100':18.12,
|
|
'ror3_56_cifar100':25.49,
|
|
'ror3_110_cifar100':23.64,
|
|
'ror3_164_cifar100':22.34,
|
|
'rir_cifar100':19.23,
|
|
'msdnet22_cifar100':None,
|
|
'resdropresnet20_cifar100':None,
|
|
'shakeshakeresnet20_2x16d_cifar100':29.22,
|
|
'shakeshakeresnet26_2x32d_cifar100':18.8,
|
|
'shakedropresnet20_cifar100':None,
|
|
'fractalnet_cifar100':None,
|
|
'diaresnet20_cifar100':27.71,
|
|
'diaresnet56_cifar100':24.35,
|
|
'diaresnet110_cifar100':22.11,
|
|
'diaresnet164bn_cifar100':19.53,
|
|
'diaresnet1001_cifar100':None,
|
|
'diaresnet1202_cifar100':None,
|
|
'diapreresnet20_cifar100':28.37,
|
|
'diapreresnet56_cifar100':25.05,
|
|
'diapreresnet110_cifar100':22.69,
|
|
'diapreresnet164bn_cifar100':19.99,
|
|
'diapreresnet1001_cifar100':None,
|
|
'diapreresnet1202_cifar100':None
|
|
}
|
|
|
|
ptcv_accs_svhn = {
|
|
'nin_svhn':3.76,
|
|
'resnet20_svhn':3.43,
|
|
'resnet56_svhn':2.75,
|
|
'resnet110_svhn':2.45,
|
|
'resnet164bn_svhn':2.42,
|
|
'resnet272bn_svhn':2.43,
|
|
'resnet542bn_svhn':2.34,
|
|
'resnet1001_svhn':2.41,
|
|
'resnet1202_svhn':None,
|
|
'preresnet20_svhn':3.22,
|
|
'preresnet56_svhn':2.80,
|
|
'preresnet110_svhn':2.79,
|
|
'preresnet164bn_svhn':2.58,
|
|
'preresnet272bn_svhn':2.34,
|
|
'preresnet542bn_svhn':2.36,
|
|
'preresnet1001_svhn':None,
|
|
'preresnet1202_svhn':None,
|
|
'resnext20_16x4d_svhn':None,
|
|
'resnext20_32x2d_svhn':None,
|
|
'resnext20_32x4d_svhn':None,
|
|
'resnext29_32x4d_svhn':2.80,
|
|
'resnext29_16x64d_svhn':2.68,
|
|
'resnext272_1x64d_svhn':2.35,
|
|
'resnext272_2x32d_svhn':3.44,
|
|
'seresnet20_svhn':3.23,
|
|
'seresnet56_svhn':2.64,
|
|
'seresnet110_svhn':2.35,
|
|
'seresnet164bn_svhn':2.45,
|
|
'seresnet272bn_svhn':2.38,
|
|
'seresnet542bn_svhn':2.26,
|
|
'seresnet1001_svhn':None,
|
|
'seresnet1202_svhn':None,
|
|
'sepreresnet20_svhn':3.24,
|
|
'sepreresnet56_svhn':2.71,
|
|
'sepreresnet110_svhn':2.59,
|
|
'sepreresnet164bn_svhn':2.56,
|
|
'sepreresnet272bn_svhn':2.49,
|
|
'sepreresnet542bn_svhn':2.47,
|
|
'sepreresnet1001_svhn':None,
|
|
'sepreresnet1202_svhn':None,
|
|
'pyramidnet110_a48_svhn':2.47,
|
|
'pyramidnet110_a84_svhn':2.43,
|
|
'pyramidnet110_a270_svhn':2.38,
|
|
'pyramidnet164_a270_bn_svhn':2.33,
|
|
'pyramidnet200_a240_bn_svhn':2.32,
|
|
'pyramidnet236_a220_bn_svhn':2.35,
|
|
'pyramidnet272_a200_bn_svhn':2.40,
|
|
'densenet40_k12_svhn':3.05,
|
|
'densenet40_k12_bc_svhn':3.2,
|
|
'densenet40_k24_bc_svhn':2.9,
|
|
'densenet40_k36_bc_svhn':2.6,
|
|
'densenet100_k12_svhn':2.6,
|
|
'densenet100_k24_svhn':None,
|
|
'densenet100_k12_bc_svhn':None,
|
|
'densenet190_k40_bc_svhn':None,
|
|
'densenet250_k24_bc_svhn':None,
|
|
'xdensenet40_2_k24_bc_svhn':2.87,
|
|
'xdensenet40_2_k36_bc_svhn':2.74,
|
|
'wrn16_10_svhn':2.78,
|
|
'wrn28_10_svhn':2.71,
|
|
'wrn40_8_svhn':2.54,
|
|
'wrn20_10_1bit_svhn':2.73,
|
|
'wrn20_10_32bit_svhn':2.59,
|
|
'ror3_56_svhn':2.69,
|
|
'ror3_110_svhn':2.57,
|
|
'ror3_164_svhn':2.73,
|
|
'rir_svhn':2.68,
|
|
'msdnet22_svhn':None,
|
|
'resdropresnet20_svhn':None,
|
|
'shakeshakeresnet20_2x16d_svhn':3.17,
|
|
'shakeshakeresnet26_2x32d_svhn':2.62,
|
|
'shakedropresnet20_svhn':None,
|
|
'fractalnet_svhn':None,
|
|
'diaresnet20_svhn':3.23,
|
|
'diaresnet56_svhn':2.68,
|
|
'diaresnet110_svhn':2.47,
|
|
'diaresnet164bn_svhn':2.44,
|
|
'diaresnet1001_svhn':None,
|
|
'diaresnet1202_svhn':None,
|
|
'diapreresnet20_svhn':3.03,
|
|
'diapreresnet56_svhn':2.8,
|
|
'diapreresnet110_svhn':2.42,
|
|
'diapreresnet164bn_svhn':2.56,
|
|
'diapreresnet1001_svhn':None,
|
|
'diapreresnet1202_svhn':None
|
|
}
|
|
|
|
ptcv_accs_imgnet = {
|
|
'alexnet': 40.96,
|
|
'alexnetb': 41.58,
|
|
'zfnet': 39.79,
|
|
'zfnetb': 36.37,
|
|
'vgg11': 29.90,
|
|
'vgg13': 28.76,
|
|
'vgg16': 26.98,
|
|
'vgg19': 25.74,
|
|
'bn_vgg11': 29.01,
|
|
'bn_vgg13': 27.83,
|
|
'bn_vgg16': 25.72,
|
|
'bn_vgg19': 24.13,
|
|
'bn_vgg11b': 29.56,
|
|
'bn_vgg13b': 28.41,
|
|
'bn_vgg16b': 27.19,
|
|
'bn_vgg19b': 26.06,
|
|
'bninception': 25.37,
|
|
'resnet10': 34.69,
|
|
'resnet12': 33.62,
|
|
'resnet14': 32.45,
|
|
'resnetbc14b': 30.66,
|
|
'resnet16': 30.49,
|
|
'resnet18_wd4': 39.62,
|
|
'resnet18_wd2': 33.80,
|
|
'resnet18_w3d4': 30.40,
|
|
'resnet18': 28.53,
|
|
'resnet26': 26.30,
|
|
'resnetbc26b': 25.09,
|
|
'resnet34': 24.84,
|
|
'resnetbc38b': 23.69,
|
|
'resnet50': 22.28,
|
|
'resnet50b': 22.39,
|
|
'resnet101': 21.90,
|
|
'resnet101b': 20.59,
|
|
'resnet152': 21.01,
|
|
'resnet152b': 19.92,
|
|
'preresnet10': 35.11,
|
|
'preresnet12': 33.86,
|
|
'preresnet14': 32.64,
|
|
'preresnetbc14b': 31.29,
|
|
'preresnet16': 30.53,
|
|
'preresnet18_wd4': 40.06,
|
|
'preresnet18_wd2': 34.00,
|
|
'preresnet18_w3d4': 30.23,
|
|
'preresnet18': 28.43,
|
|
'preresnet26': 26.33,
|
|
'preresnetbc26b': 25.48,
|
|
'preresnet34': 24.89,
|
|
'preresnetbc38b': 22.92,
|
|
'preresnet50': 22.40,
|
|
'preresnet50b': 22.51,
|
|
'preresnet101': 21.74,
|
|
'preresnet101b': 21.04,
|
|
'preresnet152': 20.94,
|
|
'preresnet152b': 20.14,
|
|
'preresnet200b': 21.33,
|
|
'preresnet269b': 20.92,
|
|
'resnext14_16x4d': 31.94,
|
|
'resnext14_32x2d': 32.58,
|
|
'resnext14_32x4d': 30.32,
|
|
'resnext26_32x2d': 26.63,
|
|
'resnext26_32x4d': 24.14,
|
|
'resnext50_32x4d': 20.78,
|
|
'resnext101_32x4d': 19.98,
|
|
'resnext101_64x4d': 19.58,
|
|
'seresnet10': 33.89,
|
|
'seresnet18': 28.18,
|
|
'seresnet26': 25.67,
|
|
'seresnetbc26b': 23.59,
|
|
'seresnetbc38b': 21.60,
|
|
'seresnet50': 21.22,
|
|
'seresnet50b': 20.79,
|
|
'seresnet101': 21.88,
|
|
'seresnet101b': 19.70,
|
|
'seresnet152': 21.48,
|
|
'sepreresnet10': 34.03,
|
|
'sepreresnet18': 28.09,
|
|
'sepreresnetbc26b': 23.22,
|
|
'sepreresnetbc38b': 21.60,
|
|
'seresnext50_32x4d': 20.29,
|
|
'seresnext101_32x4d': 19.22,
|
|
'seresnext101_64x4d': 19.28,
|
|
'senet16': 25.65,
|
|
'senet28': 21.94,
|
|
'senet154': 18.62,
|
|
'ibn_resnet50': 22.76,
|
|
'ibn_resnet101': 21.29,
|
|
'ibnb_resnet50': 23.64,
|
|
'ibn_resnext101_32x4d': 20.88,
|
|
'ibn_densenet121': 24.47,
|
|
'ibn_densenet169': 23.25,
|
|
'airnet50_1x64d_r2': 21.84,
|
|
'airnet50_1x64d_r16': 22.11,
|
|
'airnext50_32x4d_r2': 20.87,
|
|
'bam_resnet50': 23.14,
|
|
'cbam_resnet50': 22.38,
|
|
'pyramidnet101_a360': 21.98,
|
|
'diracnet18v2': 31.47,
|
|
'diracnet34v2': 28.75,
|
|
'densenet121': 23.48,
|
|
'densenet161': 21.91,
|
|
'densenet169': 22.42,
|
|
'densenet201': 21.78,
|
|
'peleenet': 31.81,
|
|
'drnc26': 24.86,
|
|
'drnc42': 22.94,
|
|
'drnc58': 21.73,
|
|
'drnd22': 25.80,
|
|
'drnd38': 23.79,
|
|
'drnd54': 21.22,
|
|
'drnd105': 20.62,
|
|
'dpn68': 23.24,
|
|
'dpn98': 20.81,
|
|
'dpn131': 20.54,
|
|
'darknet_ref': 38.58,
|
|
'darknet_tiny': 40.74,
|
|
'darknet53': 21.75,
|
|
'irevnet301': 25.98,
|
|
'bagnet9': 53.61,
|
|
'bagnet17': 41.20,
|
|
'bagnet33': 33.34,
|
|
'dla34': 25.36,
|
|
'dla46c': 34.28,
|
|
'dla60': 22.98,
|
|
'dla102': 21.97,
|
|
'dla169': 21.29,
|
|
'fishnet150': 21.97,
|
|
'espnetv2_wd2': 42.32,
|
|
'espnetv2_w1': 33.92,
|
|
'hrnetv2_w18': 23.24,
|
|
'hrnetv2_w30': 21.80,
|
|
'hrnetv2_w32': 21.55,
|
|
'hrnetv2_w40': 21.07,
|
|
'hrnetv2_w44': 21.11,
|
|
'hrnetv2_w48': 20.69,
|
|
'hrnetv2_w64': 20.53,
|
|
'vovnet39': 23.22,
|
|
'vovnet57': 22.27,
|
|
'selecsls42b': 22.89,
|
|
'selecsls60': 22.10,
|
|
'selecsls60b': 21.62,
|
|
'hardnet39ds': 27.92,
|
|
'hardnet68ds': 25.71,
|
|
'hardnet68': 23.51,
|
|
'hardnet85': 21.96,
|
|
'squeezenet_v1_0': 39.29,
|
|
'squeezenet_v1_1': 39.31,
|
|
'squeezeresnet_v1_0': 39.77,
|
|
'squeezeresnet_v1_1': 40.09,
|
|
'shufflenet_g1_w1': 34.93,
|
|
'shufflenet_g2_w1': 34.25,
|
|
'shufflenet_g3_w1': 34.39,
|
|
'shufflenet_g4_w1': 34.19,
|
|
'shufflenet_g8_w1': 34.06,
|
|
'shufflenet_g1_w3d4': 39.58,
|
|
'shufflenet_g3_w3d4': 38.20,
|
|
'shufflenet_g1_wd2': 46.59,
|
|
'shufflenet_g3_wd2': 44.16,
|
|
'shufflenet_g1_wd4': 62.44,
|
|
'shufflenet_g3_wd4': 61.74,
|
|
'shufflenetv2_wd2': 40.99,
|
|
'shufflenetv2_w1': 31.44,
|
|
'shufflenetv2b_wd2': 40.29,
|
|
'shufflenetv2b_w1': 30.62,
|
|
'mobilenet_w1': 26.61,
|
|
'mobilenet_w3d4': 30.14,
|
|
'mobilenet_wd2': 34.15,
|
|
'mobilenet_wd4': 46.26,
|
|
'fdmobilenet_w1': 34.23,
|
|
'fdmobilenet_w3d4': 38.42,
|
|
'fdmobilenet_wd2': 43.13,
|
|
'fdmobilenet_wd4': 55.86,
|
|
'mobilenetv2_w1': 28.47,
|
|
'mobilenetv2_w3d4': 31.07,
|
|
'mobilenetv2_wd2': 35.98,
|
|
'mobilenetv2_wd4': 48.63,
|
|
'igcv3_w1': 27.91,
|
|
'igcv3_w3d4': 31.05,
|
|
'igcv3_wd2': 39.75,
|
|
'igcv3_wd4': 53.70,
|
|
'darts': 26.70,
|
|
'proxylessnas_cpu': 24.71,
|
|
'proxylessnas_gpu': 24.79,
|
|
'proxylessnas_mobile': 25.41,
|
|
'proxylessnas_mobile14': 23.29,
|
|
'xception': 20.97,
|
|
'inceptionv3': 21.12,
|
|
'inceptionv4': 20.64,
|
|
'inceptionresnetv2': 19.93,
|
|
'polynet': 19.10,
|
|
'pnasnet5large': 17.88,
|
|
'spnasnet': 25.92,
|
|
'efficientnet_b0': 24.77,
|
|
'efficientnet_b1': 23.08,
|
|
'efficientnet_b0b': 23.88,
|
|
'efficientnet_b1b': 21.60,
|
|
'efficientnet_b2b': 20.31,
|
|
'efficientnet_b3b': 18.83,
|
|
'efficientnet_b4b': 17.45,
|
|
'efficientnet_b5b': 16.56,
|
|
'efficientnet_b6b': 16.29,
|
|
'efficientnet_b7b': 15.94,
|
|
'efficientnet_b0c': 22.92,
|
|
'efficientnet_b1c': 20.73,
|
|
'efficientnet_b2c': 19.85,
|
|
'efficientnet_b3c': 18.26,
|
|
'efficientnet_b4c': 16.82,
|
|
'efficientnet_b5c': 15.91,
|
|
'efficientnet_b6c': 15.47,
|
|
'efficientnet_b7c': 15.13,
|
|
'efficientnet_b8c': 14.85,
|
|
'condensenet74_c4_g4': 26.25,
|
|
'condensenet74_c8_g8': 28.93,
|
|
'wrn50_2': 22.53,
|
|
'espnetv2_w5d4': 32.06,
|
|
'espnetv2_w3d2': 30.83,
|
|
'espnetv2_w2': 27.94,
|
|
'hrnet_w18_small_v1': 27.66,
|
|
'hrnet_w18_small_v2': 24.87,
|
|
'sqnxt23_w1': 42.51,
|
|
'sqnxt23_w3d2': 34.89,
|
|
'sqnxt23_w2': 30.62,
|
|
'sqnxt23v5_w1': 40.77,
|
|
'sqnxt23v5_w3d2': 33.81,
|
|
'sqnxt23v5_w2': 29.63,
|
|
'shufflenetv2_wd2': 25.94,
|
|
'shufflenetv2_w3d2': 27.47,
|
|
'shufflenetv2b_w3d2': 27.31,
|
|
'shufflenetv2b_wd2': 25.58,
|
|
'menet108_8x1_g3': 43.94,
|
|
'menet128_8x1_g4': 42.43,
|
|
'menet160_8x1_g8': 43.84,
|
|
'menet228_12x1_g3': 34.11,
|
|
'menet256_12x1_g4': 32.65,
|
|
'menet348_12x1_g3': 28.24,
|
|
'menet352_12x1_g8': 31.56,
|
|
'menet456_24x1_g3': 25.32,
|
|
'mobilenetv3_large_w1': 24.86,
|
|
'mnasnet_b1': 25.38,
|
|
'mnasnet_a1': 24.67,
|
|
'fbnet_cb': 24.89,
|
|
'nasnet_4a1056': 25.68,
|
|
'nasnet_6a4032': 18.14,
|
|
'efficientnet_edge_small_b': 22.74,
|
|
'efficientnet_edge_medium_b': 21.18,
|
|
'efficientnet_edge_large_b': 19.66,
|
|
'mixnet_s': 23.99,
|
|
'mixnet_m': 22.93,
|
|
'mixnet_l': 21.12
|
|
} |