run,name,best_val,best_epoch,n_anchors,output_dim,activation,lr,push_strategy,push_kwargs,n_comp,d_comp,push_interval,n_params,total_time_s,final_cv,final_active
1,anch64_d256_mom_sqrelu,67.21,97,64,256,squared_relu,0.001,momentum,"{""decay"": 0.9, ""alpha"": 0.1, ""beta"": 0.05, ""util_floor"": 0.001}",8,64,100,1752228,1089,0.13930350542068481,64
2,anch64_d384_mom_sqrelu,67.5,96,64,384,squared_relu,0.001,momentum,"{""decay"": 0.9, ""alpha"": 0.1, ""beta"": 0.05, ""util_floor"": 0.001}",8,64,100,1859108,1091,0.158088818192482,64
3,anch128_d256_mom_sqrelu,66.7,92,128,256,squared_relu,0.001,momentum,"{""decay"": 0.9, ""alpha"": 0.1, ""beta"": 0.05, ""util_floor"": 0.001}",8,64,100,1776804,1090,0.16924698650836945,128
4,anch128_d384_mom_sqrelu,67.03,83,128,384,squared_relu,0.001,momentum,"{""decay"": 0.9, ""alpha"": 0.1, ""beta"": 0.05, ""util_floor"": 0.001}",8,64,100,1891876,1085,0.1549592763185501,128
5,anch256_d256_mom_sqrelu,67.06,100,256,256,squared_relu,0.001,momentum,"{""decay"": 0.9, ""alpha"": 0.1, ""beta"": 0.05, ""util_floor"": 0.001}",8,64,100,1825956,1094,0.15731561183929443,127
6,anch256_d384_mom_sqrelu,67.39,99,256,384,squared_relu,0.001,momentum,"{""decay"": 0.9, ""alpha"": 0.1, ""beta"": 0.05, ""util_floor"": 0.001}",8,64,100,1957412,1095,0.16163723170757294,107
7,anch512_d256_mom_sqrelu,67.48,89,512,256,squared_relu,0.001,momentum,"{""decay"": 0.9, ""alpha"": 0.1, ""beta"": 0.05, ""util_floor"": 0.001}",8,64,100,1924260,1103,0.14999127388000488,183
8,anch512_d384_mom_sqrelu,66.98,93,512,384,squared_relu,0.001,momentum,"{""decay"": 0.9, ""alpha"": 0.1, ""beta"": 0.05, ""util_floor"": 0.001}",8,64,100,2088484,1099,0.1387537568807602,111
9,anch128_d256_mom_squared_relu,66.93,94,128,256,squared_relu,0.001,momentum,"{""decay"": 0.9, ""alpha"": 0.1, ""beta"": 0.05, ""util_floor"": 0.001}",8,64,100,1776804,1089,0.17125263810157776,128
10,anch128_d256_mom_star_relu,67.23,75,128,256,star_relu,0.001,momentum,"{""decay"": 0.9, ""alpha"": 0.1, ""beta"": 0.05, ""util_floor"": 0.001}",8,64,100,1776822,1090,0.15964023768901825,128
11,anch128_d256_mom_gelu,66.41,83,128,256,gelu,0.001,momentum,"{""decay"": 0.9, ""alpha"": 0.1, ""beta"": 0.05, ""util_floor"": 0.001}",8,64,100,1776804,1092,0.16058015823364258,128
12,anch128_d256_mom_relu,66.96,91,128,256,relu,0.001,momentum,"{""decay"": 0.9, ""alpha"": 0.1, ""beta"": 0.05, ""util_floor"": 0.001}",8,64,100,1776804,1092,0.14681464433670044,128
13,anch128_d256_raw_lr0.05,66.77,97,128,256,squared_relu,0.001,raw,"{""lr"": 0.05}",8,64,100,1776804,1091,0.17009487748146057,128
14,anch128_d256_raw_lr0.1,66.36,100,128,256,squared_relu,0.001,raw,"{""lr"": 0.1}",8,64,100,1776804,1092,0.15563058853149414,128
15,anch128_d256_raw_lr0.2,66.78,100,128,256,squared_relu,0.001,raw,"{""lr"": 0.2}",8,64,100,1776804,1091,0.15547478199005127,128
16,anch128_d256_momentum_d0.95_a0.1_b0.05,66.94,95,128,256,squared_relu,0.001,momentum,"{""decay"": 0.95, ""alpha"": 0.1, ""beta"": 0.05, ""util_floor"": 0.001}",8,64,100,1776804,1094,0.15585772693157196,128
17,anch128_d256_momentum_d0.9_a0.2_b0.1,67.69,96,128,256,squared_relu,0.001,momentum,"{""decay"": 0.9, ""alpha"": 0.2, ""beta"": 0.1, ""util_floor"": 0.001}",8,64,100,1776804,1093,0.15682418644428253,128
18,anch128_d256_momentum_d0.8_a0.1_b0.05,66.65,97,128,256,squared_relu,0.001,momentum,"{""decay"": 0.8, ""alpha"": 0.1, ""beta"": 0.05, ""util_floor"": 0.001}",8,64,100,1776804,1094,0.173629492521286,128
19,anch128_d256_lr0.0005,65.18,93,128,256,squared_relu,0.0005,momentum,"{""decay"": 0.9, ""alpha"": 0.1, ""beta"": 0.05, ""util_floor"": 0.001}",8,64,100,1776804,1092,0.14244355261325836,128
20,anch128_d256_lr0.0008,66.78,88,128,256,squared_relu,0.0008,momentum,"{""decay"": 0.9, ""alpha"": 0.1, ""beta"": 0.05, ""util_floor"": 0.001}",8,64,100,1776804,1097,0.15655483305454254,128