|
ResNet50-2.3 GFLOPs
|
Pruning Filters for Efficient ConvNets
|
78.79
|
2016-08-31
|
|
|
ResNet50-1.5 GFLOPs
|
Pruning Filters for Efficient ConvNets
|
78.07
|
2016-08-31
|
|
|
ResNet50 2.5 GFLOPS
|
Knapsack Pruning with Inner Distillation
|
78.00
|
2020-02-19
|
|
|
RegX-1.6G
|
Group Fisher Pruning for Practical Network Compre…
|
77.97
|
2021-08-02
|
|
|
ResNet50 2.0 GFLOPS
|
Knapsack Pruning with Inner Distillation
|
77.70
|
2020-02-19
|
|
|
ResNet50-3G FLOPs
|
EagleEye: Fast Sub-net Evaluation for Efficient N…
|
77.10
|
2020-07-06
|
|
|
ResNet50-2G FLOPs
|
EagleEye: Fast Sub-net Evaluation for Efficient N…
|
76.40
|
2020-07-06
|
|
|
ResNet50-1G FLOPs
|
Pruning Filters for Efficient ConvNets
|
76.38
|
2016-08-31
|
|
|
TAS-pruned ResNet-50
|
Network Pruning via Transformable Architecture Se…
|
76.20
|
2019-05-23
|
|
|
ResNet50
|
Network Pruning That Matters: A Case Study on Ret…
|
75.59
|
2021-05-07
|
|
|
ResNet50-1G FLOPs
|
EagleEye: Fast Sub-net Evaluation for Efficient N…
|
74.20
|
2020-07-06
|
|
|
ResNet50-1G FLOPs
|
EagleEye: Fast Sub-net Evaluation for Efficient N…
|
74.20
|
2020-07-06
|
|
|
MobileNetV2
|
Group Fisher Pruning for Practical Network Compre…
|
73.42
|
2021-08-02
|
|
|
ResNet50
|
AC/DC: Alternating Compressed/DeCompressed Traini…
|
73.14
|
2021-06-23
|
|
|
MobileNetV1-50% FLOPs
|
EagleEye: Fast Sub-net Evaluation for Efficient N…
|
70.70
|
2020-07-06
|
|
|
SqueezeNet (6-bit Deep Compression)
|
SqueezeNet: AlexNet-level accuracy with 50x fewer…
|
1.24
|
2016-02-24
|
|