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Lipschitz constant estimation on Large-scale Neural Networks

0.076Computation Time (seconds)

EClipsE-Fast

-64.93756373.90397812.74551,251.58703Oct 6, 2025
Updated 1mo ago

Evaluation Results

MethodLinks
2025.10
0.076
2025.10
0.099
2025.10
0.11
2025.10
0.117
2025.10
0.127
2025.10
0.13
2025.10
0.158
2025.10
0.192
2025.10
0.204
2025.10
0.222
2025.10
0.251
2025.10
0.251
2025.10
0.292
2025.10
0.294
2025.10
0.314
2025.10
0.335
2025.10
0.382
2025.10
0.414
2025.10
0.496
2025.10
0.557
2025.10
1
2025.10
1
2025.10
1
2025.10
1
2025.10
1
2025.10
57.061
2025.10
72.664
2025.10
77.136
2025.10
79.716
2025.10
82.713
2025.10
89.473
2025.10
94.361
2025.10
99.127
2025.10
103.047
2025.10
109.07
2025.10
111.975
2025.10
121.571
2025.10
126.677
2025.10
130.927
2025.10
136.632
2025.10
149.638
2025.10
151.267
2025.10
152.04
2025.10
159.697
2025.10
163.846
2025.10
164.315
2025.10
164.912
2025.10
172.854
2025.10
179.812
2025.10
187.85
2025.10
194.21
2025.10
201.007
2025.10
207.042
2025.10
221.094
2025.10
221.483
2025.10
222.053
2025.10
223.201
2025.10
261.885
2025.10
274.748
2025.10
275.917
2025.10
276.264
2025.10
295.342
2025.10
309.558
2025.10
313.565
2025.10
313.597
2025.10
371.482
2025.10
378.171
2025.10
390.254
2025.10
411.751
2025.10
422.347
2025.10
454.171
2025.10
469.768
2025.10
472.231
2025.10
520.602
2025.10
549.838
2025.10
555.429
2025.10
562.881
2025.10
569.647
2025.10
595.804
2025.10
625.229
2025.10
633.618
2025.10
692.723
2025.10
696.663
2025.10
716.592
2025.10
727.651
2025.10
770.5
2025.10
794.557
2025.10
861.61
2025.10
893.199
2025.10
923.932
2025.10
961.68
2025.10
1,065.468
2025.10
1,177.954
2025.10
1,179.913
2025.10
1,257.711
2025.10
1,267.712
2025.10
1,394.512
2025.10
1,603.99
2025.10
1,617.582
2025.10
1,625.415
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