Research Article
[Retracted] Research on Network Layer Recursive Reduction Model Compression for Image Recognition
Table 1
The number of remaining layers of each residual block and accuracy before and after layer deletion.
| Dataset | Layer number | Accuracy (%) | 1st residual block | 2nd residual block | 3rd residual block | 4th residual block | Layer number | Layer number | Layer number | Layer number |
| CIFAR-10 | 56 | 92.88 | 18 | 18 | 18 | None | 32 | 93.05 | 3 | 15 | 12 | None |
| CIFAR-100 | 56 | 71.83 | 18 | 18 | 18 | None | 35 | 71.99 | 3 | 12 | 18 | None |
| ImageNet | 50 | 75.89 | 9 | 12 | 18 | 9 | 38 | 76.12 | 6 | 6 | 15 | 9 |
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