Filter Pruning via Automatic Pruning Rate Search

Sun, Qiming; Cao, Shan; Chen, Zhixiang

doi:10.1007/978-3-031-26351-4_36

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2024

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Cited by 1 publication

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“…Additionally, the redundancy tends to be more prevalent and pronounced in the later layers of the architecture. This observation is consistent with findings from recent research on automatic pruning rate search [64].…”

Section: Similarity Measuresupporting

confidence: 93%

“…al [78] (73.18%). 74.54 92.12 13.23M(48.2) 1.69B(58.9) APRS [64] 74.72 N/A N/A(52.9) 1.76B(57.2) DMPP [32] 74.78 92.40 N/A 1.81B(56.1) Zhang et. al [78] 74.80 92.39 11.04M(56.7) 1.52B(62.8) TPP [68] 75.12 N/A N/A 1.61B(60.9) Li et.…”

Section: Results and Analysismentioning

confidence: 99%

“…Comparison. CORING is compared with 44 SOTAs in the fields of structured pruning [1,3,5,6,7,11,12,15,16,18,19,23,26,29,30,31,32,34,35,36,37,38,39,40,41,43,45,46,47,48,49,56,58,63,64,66,68,73,76,78,79,80,83,85]. For a fair comparison, all available baseline models are identical.…”

Section: Experimental Settingsmentioning

confidence: 99%

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