{ "config": { "input_dim": 16, "output_dim": 4, "width": 64, "train_samples": 128, "test_samples": 512, "target_steps": 50, "early_steps": [ 1, 2, 5 ], "lr": 0.001, "init_seeds": 4, "feedback_seeds": 8, "data_seed": 123, "feedback_scale": "relu", "device": "cpu", "torch_threads": 8, "outdir": "outputs/early_kernel_predictors_T50_N128_32runs" }, "rows": [ { "init_seed": 10000, "feedback_seed": 100000, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.4674972235655037, "empirical_gap": 0.11053139137135837, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.4705516327579597, "fixed_gap": 0.13782275970563473, "kfa_fro_drift": 0.006483892877599788, "kbp_fro_drift": 0.008036411190520665, "fa_bp_overlap_0": 0.9795960271281257, "fa_bp_overlap_s": 0.979831849209732, "fa_bp_overlap_slope": 0.00023582208160632945, "fa_directional_gain_s": 1127.9493984425972, "bp_directional_gain_s": 1585.984013373203, "fa_directional_drift_s": -0.03373325001804989, "bp_directional_drift_s": -0.05407713384715308 }, { "init_seed": 10000, "feedback_seed": 100000, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.4674972235655037, "empirical_gap": 0.11053139137135837, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.4705516327579597, "fixed_gap": 0.13782275970563473, "kfa_fro_drift": 0.011118373894018737, "kbp_fro_drift": 0.01033245970860436, "fa_bp_overlap_0": 0.9795960271281257, "fa_bp_overlap_s": 0.979915071949364, "fa_bp_overlap_slope": 0.00015952241061917283, "fa_directional_gain_s": 1089.832719416284, "bp_directional_gain_s": 1501.0982553084225, "fa_directional_drift_s": -0.0663862037885955, "bp_directional_drift_s": -0.10470524793098636 }, { "init_seed": 10000, "feedback_seed": 100000, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.4674972235655037, "empirical_gap": 0.11053139137135837, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.4705516327579597, "fixed_gap": 0.13782275970563473, "kfa_fro_drift": 0.019266363387268805, "kbp_fro_drift": 0.02131038673228346, "fa_bp_overlap_0": 0.9795960271281257, "fa_bp_overlap_s": 0.98024563902941, "fa_bp_overlap_slope": 0.00012992238025686387, "fa_directional_gain_s": 976.7172920943873, "bp_directional_gain_s": 1266.9187801283954, "fa_directional_drift_s": -0.16328742691266718, "bp_directional_drift_s": -0.24437608855019452 }, { "init_seed": 10000, "feedback_seed": 100001, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.4714364509805256, "empirical_gap": 0.11447061878638021, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.48436919706372, "fixed_gap": 0.15164032401139504, "kfa_fro_drift": 0.010702956743726151, "kbp_fro_drift": 0.008036411190520665, "fa_bp_overlap_0": 0.9774706817463663, "fa_bp_overlap_s": 0.9777921514872917, "fa_bp_overlap_slope": 0.00032146974092539526, "fa_directional_gain_s": 1157.635157408008, "bp_directional_gain_s": 1585.984013373203, "fa_directional_drift_s": -0.032434140768772234, "bp_directional_drift_s": -0.05407713384715308 }, { "init_seed": 10000, "feedback_seed": 100001, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.4714364509805256, "empirical_gap": 0.11447061878638021, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.48436919706372, "fixed_gap": 0.15164032401139504, "kfa_fro_drift": 0.013353216994691488, "kbp_fro_drift": 0.01033245970860436, "fa_bp_overlap_0": 0.9774706817463663, "fa_bp_overlap_s": 0.9779693690161471, "fa_bp_overlap_slope": 0.0002493436348903755, "fa_directional_gain_s": 1118.409445897225, "bp_directional_gain_s": 1501.0982553084225, "fa_directional_drift_s": -0.06521947820346652, "bp_directional_drift_s": -0.10470524793098636 }, { "init_seed": 10000, "feedback_seed": 100001, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.4714364509805256, "empirical_gap": 0.11447061878638021, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.48436919706372, "fixed_gap": 0.15164032401139504, "kfa_fro_drift": 0.024077344424534037, "kbp_fro_drift": 0.02131038673228346, "fa_bp_overlap_0": 0.9774706817463663, "fa_bp_overlap_s": 0.978565250275039, "fa_bp_overlap_slope": 0.00021891370573454694, "fa_directional_gain_s": 1004.4346074487568, "bp_directional_gain_s": 1266.9187801283954, "fa_directional_drift_s": -0.16048106540426454, "bp_directional_drift_s": -0.24437608855019452 }, { "init_seed": 10000, "feedback_seed": 100002, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.4572996708485597, "empirical_gap": 0.10033383865441436, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.4487734594838644, "fixed_gap": 0.11604458643153936, "kfa_fro_drift": 0.00743084705013928, "kbp_fro_drift": 0.008036411190520665, "fa_bp_overlap_0": 0.9794373644560481, "fa_bp_overlap_s": 0.9794687056403946, "fa_bp_overlap_slope": 3.134118434644506e-05, "fa_directional_gain_s": 1279.645302890889, "bp_directional_gain_s": 1585.984013373203, "fa_directional_drift_s": -0.042359011123773514, "bp_directional_drift_s": -0.05407713384715308 }, { "init_seed": 10000, "feedback_seed": 100002, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.4572996708485597, "empirical_gap": 0.10033383865441436, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.4487734594838644, "fixed_gap": 0.11604458643153936, "kfa_fro_drift": 0.008631344467049773, "kbp_fro_drift": 0.01033245970860436, "fa_bp_overlap_0": 0.9794373644560481, "fa_bp_overlap_s": 0.9794661869774921, "fa_bp_overlap_slope": 1.4411260721991503e-05, "fa_directional_gain_s": 1225.0647447278902, "bp_directional_gain_s": 1501.0982553084225, "fa_directional_drift_s": -0.0832051577665572, "bp_directional_drift_s": -0.10470524793098636 }, { "init_seed": 10000, "feedback_seed": 100002, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.4572996708485597, "empirical_gap": 0.10033383865441436, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.4487734594838644, "fixed_gap": 0.11604458643153936, "kfa_fro_drift": 0.01926606971185257, "kbp_fro_drift": 0.02131038673228346, "fa_bp_overlap_0": 0.9794373644560481, "fa_bp_overlap_s": 0.9794276095388488, "fa_bp_overlap_slope": -1.9509834398689916e-06, "fa_directional_gain_s": 1072.3929997461103, "bp_directional_gain_s": 1266.9187801283954, "fa_directional_drift_s": -0.19745925654495688, "bp_directional_drift_s": -0.24437608855019452 }, { "init_seed": 10000, "feedback_seed": 100003, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.454226960126308, "empirical_gap": 0.09726112793216268, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.4566033375851983, "fixed_gap": 0.12387446453287332, "kfa_fro_drift": 0.010667635363080701, "kbp_fro_drift": 0.008036411190520665, "fa_bp_overlap_0": 0.9754294544745645, "fa_bp_overlap_s": 0.9755202187383069, "fa_bp_overlap_slope": 9.076426374232671e-05, "fa_directional_gain_s": 1330.467207175276, "bp_directional_gain_s": 1585.984013373203, "fa_directional_drift_s": -0.044420191140105356, "bp_directional_drift_s": -0.05407713384715308 }, { "init_seed": 10000, "feedback_seed": 100003, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.454226960126308, "empirical_gap": 0.09726112793216268, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.4566033375851983, "fixed_gap": 0.12387446453287332, "kfa_fro_drift": 0.010972213139982336, "kbp_fro_drift": 0.01033245970860436, "fa_bp_overlap_0": 0.9754294544745645, "fa_bp_overlap_s": 0.97550751144297, "fa_bp_overlap_slope": 3.9028484202729974e-05, "fa_directional_gain_s": 1272.821869554352, "bp_directional_gain_s": 1501.0982553084225, "fa_directional_drift_s": -0.08582273034467351, "bp_directional_drift_s": -0.10470524793098636 }, { "init_seed": 10000, "feedback_seed": 100003, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.454226960126308, "empirical_gap": 0.09726112793216268, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.4566033375851983, "fixed_gap": 0.12387446453287332, "kfa_fro_drift": 0.014755770610234633, "kbp_fro_drift": 0.02131038673228346, "fa_bp_overlap_0": 0.9754294544745645, "fa_bp_overlap_s": 0.9754737604195634, "fa_bp_overlap_slope": 8.861188999764736e-06, "fa_directional_gain_s": 1109.7403573466381, "bp_directional_gain_s": 1266.9187801283954, "fa_directional_drift_s": -0.20295256219892052, "bp_directional_drift_s": -0.24437608855019452 }, { "init_seed": 10000, "feedback_seed": 100004, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.467684861387062, "empirical_gap": 0.11071902919291654, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.4761433940697586, "fixed_gap": 0.14341452101743357, "kfa_fro_drift": 0.009343511591343159, "kbp_fro_drift": 0.008036411190520665, "fa_bp_overlap_0": 0.9806881020216623, "fa_bp_overlap_s": 0.9808786364850727, "fa_bp_overlap_slope": 0.0001905344634103301, "fa_directional_gain_s": 1202.226817642733, "bp_directional_gain_s": 1585.984013373203, "fa_directional_drift_s": -0.03540589696574418, "bp_directional_drift_s": -0.05407713384715308 }, { "init_seed": 10000, "feedback_seed": 100004, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.467684861387062, "empirical_gap": 0.11071902919291654, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.4761433940697586, "fixed_gap": 0.14341452101743357, "kfa_fro_drift": 0.011495964663875669, "kbp_fro_drift": 0.01033245970860436, "fa_bp_overlap_0": 0.9806881020216623, "fa_bp_overlap_s": 0.9809643412278324, "fa_bp_overlap_slope": 0.00013811960308501847, "fa_directional_gain_s": 1157.9884256020619, "bp_directional_gain_s": 1501.0982553084225, "fa_directional_drift_s": -0.0709001077618553, "bp_directional_drift_s": -0.10470524793098636 }, { "init_seed": 10000, "feedback_seed": 100004, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.467684861387062, "empirical_gap": 0.11071902919291654, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.4761433940697586, "fixed_gap": 0.14341452101743357, "kfa_fro_drift": 0.01946402566550485, "kbp_fro_drift": 0.02131038673228346, "fa_bp_overlap_0": 0.9806881020216623, "fa_bp_overlap_s": 0.9811657729259146, "fa_bp_overlap_slope": 9.553418085044285e-05, "fa_directional_gain_s": 1029.7596510827414, "bp_directional_gain_s": 1266.9187801283954, "fa_directional_drift_s": -0.17378312278490105, "bp_directional_drift_s": -0.24437608855019452 }, { "init_seed": 10000, "feedback_seed": 100005, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.4448320901937883, "empirical_gap": 0.08786625799964298, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.4426730277329205, "fixed_gap": 0.10994415468059549, "kfa_fro_drift": 0.012203273331287196, "kbp_fro_drift": 0.008036411190520665, "fa_bp_overlap_0": 0.9823838396108678, "fa_bp_overlap_s": 0.982401041834639, "fa_bp_overlap_slope": 1.7202223771217717e-05, "fa_directional_gain_s": 1324.4119212782787, "bp_directional_gain_s": 1585.984013373203, "fa_directional_drift_s": -0.042195524340318334, "bp_directional_drift_s": -0.05407713384715308 }, { "init_seed": 10000, "feedback_seed": 100005, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.4448320901937883, "empirical_gap": 0.08786625799964298, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.4426730277329205, "fixed_gap": 0.10994415468059549, "kfa_fro_drift": 0.01843701832522937, "kbp_fro_drift": 0.01033245970860436, "fa_bp_overlap_0": 0.9823838396108678, "fa_bp_overlap_s": 0.9824186121157651, "fa_bp_overlap_slope": 1.7386252448625683e-05, "fa_directional_gain_s": 1264.08183268206, "bp_directional_gain_s": 1501.0982553084225, "fa_directional_drift_s": -0.0858257786033816, "bp_directional_drift_s": -0.10470524793098636 }, { "init_seed": 10000, "feedback_seed": 100005, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.4448320901937883, "empirical_gap": 0.08786625799964298, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.4426730277329205, "fixed_gap": 0.10994415468059549, "kfa_fro_drift": 0.02271440677712183, "kbp_fro_drift": 0.02131038673228346, "fa_bp_overlap_0": 0.9823838396108678, "fa_bp_overlap_s": 0.9824924426039161, "fa_bp_overlap_slope": 2.1720598609653585e-05, "fa_directional_gain_s": 1104.0600187933971, "bp_directional_gain_s": 1266.9187801283954, "fa_directional_drift_s": -0.2015523188762984, "bp_directional_drift_s": -0.24437608855019452 }, { "init_seed": 10000, "feedback_seed": 100006, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.4447056529661086, "empirical_gap": 0.0877398207719633, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.4408201806462664, "fixed_gap": 0.10809130759394137, "kfa_fro_drift": 0.007912907939447255, "kbp_fro_drift": 0.008036411190520665, "fa_bp_overlap_0": 0.9835986436544314, "fa_bp_overlap_s": 0.9836379642457443, "fa_bp_overlap_slope": 3.93205913129524e-05, "fa_directional_gain_s": 1273.7620608542748, "bp_directional_gain_s": 1585.984013373203, "fa_directional_drift_s": -0.041251091124532575, "bp_directional_drift_s": -0.05407713384715308 }, { "init_seed": 10000, "feedback_seed": 100006, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.4447056529661086, "empirical_gap": 0.0877398207719633, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.4408201806462664, "fixed_gap": 0.10809130759394137, "kfa_fro_drift": 0.010921006906485186, "kbp_fro_drift": 0.01033245970860436, "fa_bp_overlap_0": 0.9835986436544314, "fa_bp_overlap_s": 0.9836346155607311, "fa_bp_overlap_slope": 1.7985953149834977e-05, "fa_directional_gain_s": 1221.0546408461832, "bp_directional_gain_s": 1501.0982553084225, "fa_directional_drift_s": -0.08092347812317469, "bp_directional_drift_s": -0.10470524793098636 }, { "init_seed": 10000, "feedback_seed": 100006, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.4447056529661086, "empirical_gap": 0.0877398207719633, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.4408201806462664, "fixed_gap": 0.10809130759394137, "kfa_fro_drift": 0.017064508801120575, "kbp_fro_drift": 0.02131038673228346, "fa_bp_overlap_0": 0.9835986436544314, "fa_bp_overlap_s": 0.9836276128338255, "fa_bp_overlap_slope": 5.7938358788200975e-06, "fa_directional_gain_s": 1075.5150154786472, "bp_directional_gain_s": 1266.9187801283954, "fa_directional_drift_s": -0.19046980652118553, "bp_directional_drift_s": -0.24437608855019452 }, { "init_seed": 10000, "feedback_seed": 100007, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.4503980229526023, "empirical_gap": 0.09343219075845699, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.4529554092463033, "fixed_gap": 0.12022653619397827, "kfa_fro_drift": 0.008070724197279729, "kbp_fro_drift": 0.008036411190520665, "fa_bp_overlap_0": 0.9817492159686996, "fa_bp_overlap_s": 0.9818832554054153, "fa_bp_overlap_slope": 0.00013403943671574936, "fa_directional_gain_s": 1264.5898925226652, "bp_directional_gain_s": 1585.984013373203, "fa_directional_drift_s": -0.03863152611224921, "bp_directional_drift_s": -0.05407713384715308 }, { "init_seed": 10000, "feedback_seed": 100007, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.4503980229526023, "empirical_gap": 0.09343219075845699, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.4529554092463033, "fixed_gap": 0.12022653619397827, "kfa_fro_drift": 0.01512444106631979, "kbp_fro_drift": 0.01033245970860436, "fa_bp_overlap_0": 0.9817492159686996, "fa_bp_overlap_s": 0.9818780277195869, "fa_bp_overlap_slope": 6.440587544365162e-05, "fa_directional_gain_s": 1214.282994298557, "bp_directional_gain_s": 1501.0982553084225, "fa_directional_drift_s": -0.07687591368619975, "bp_directional_drift_s": -0.10470524793098636 }, { "init_seed": 10000, "feedback_seed": 100007, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.4503980229526023, "empirical_gap": 0.09343219075845699, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.4529554092463033, "fixed_gap": 0.12022653619397827, "kfa_fro_drift": 0.021217310534987793, "kbp_fro_drift": 0.02131038673228346, "fa_bp_overlap_0": 0.9817492159686996, "fa_bp_overlap_s": 0.982177921451107, "fa_bp_overlap_slope": 8.574109648149531e-05, "fa_directional_gain_s": 1072.8582587756064, "bp_directional_gain_s": 1266.9187801283954, "fa_directional_drift_s": -0.18439004373230955, "bp_directional_drift_s": -0.24437608855019452 }, { "init_seed": 10001, "feedback_seed": 101000, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.5609120318212937, "empirical_gap": 0.14564645734428927, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.562959593837799, "fixed_gap": 0.1742656814585053, "kfa_fro_drift": 0.0073940471284687, "kbp_fro_drift": 0.006741996426106008, "fa_bp_overlap_0": 0.9752759444056833, "fa_bp_overlap_s": 0.9754127903307721, "fa_bp_overlap_slope": 0.0001368459250887799, "fa_directional_gain_s": 1416.5251651469157, "bp_directional_gain_s": 2074.7905910274226, "fa_directional_drift_s": -0.03749914477105371, "bp_directional_drift_s": -0.0581342353930225 }, { "init_seed": 10001, "feedback_seed": 101000, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.5609120318212937, "empirical_gap": 0.14564645734428927, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.562959593837799, "fixed_gap": 0.1742656814585053, "kfa_fro_drift": 0.012094948117793597, "kbp_fro_drift": 0.011354834620074198, "fa_bp_overlap_0": 0.9752759444056833, "fa_bp_overlap_s": 0.9753462122710556, "fa_bp_overlap_slope": 3.513393268611553e-05, "fa_directional_gain_s": 1362.1213001514645, "bp_directional_gain_s": 1956.0448374559307, "fa_directional_drift_s": -0.07446549586334153, "bp_directional_drift_s": -0.11203970443896664 }, { "init_seed": 10001, "feedback_seed": 101000, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.5609120318212937, "empirical_gap": 0.14564645734428927, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.562959593837799, "fixed_gap": 0.1742656814585053, "kfa_fro_drift": 0.017022575874118602, "kbp_fro_drift": 0.019389176797670778, "fa_bp_overlap_0": 0.9752759444056833, "fa_bp_overlap_s": 0.9753464385764601, "fa_bp_overlap_slope": 1.4098834155351625e-05, "fa_directional_gain_s": 1208.5698232369764, "bp_directional_gain_s": 1621.8076070051186, "fa_directional_drift_s": -0.1788006898212506, "bp_directional_drift_s": -0.2637690432840896 }, { "init_seed": 10001, "feedback_seed": 101001, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.5542741859892297, "empirical_gap": 0.13900861151222532, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.561600287495685, "fixed_gap": 0.17290637511639106, "kfa_fro_drift": 0.008593248713991855, "kbp_fro_drift": 0.006741996426106008, "fa_bp_overlap_0": 0.9823440790173679, "fa_bp_overlap_s": 0.9824978652234422, "fa_bp_overlap_slope": 0.00015378620607431337, "fa_directional_gain_s": 1553.0904388771376, "bp_directional_gain_s": 2074.7905910274226, "fa_directional_drift_s": -0.03897473141256802, "bp_directional_drift_s": -0.0581342353930225 }, { "init_seed": 10001, "feedback_seed": 101001, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.5542741859892297, "empirical_gap": 0.13900861151222532, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.561600287495685, "fixed_gap": 0.17290637511639106, "kfa_fro_drift": 0.01023445483315435, "kbp_fro_drift": 0.011354834620074198, "fa_bp_overlap_0": 0.9823440790173679, "fa_bp_overlap_s": 0.9825949440096186, "fa_bp_overlap_slope": 0.0001254324961253439, "fa_directional_gain_s": 1489.8088325650956, "bp_directional_gain_s": 1956.0448374559307, "fa_directional_drift_s": -0.07813228539676664, "bp_directional_drift_s": -0.11203970443896664 }, { "init_seed": 10001, "feedback_seed": 101001, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.5542741859892297, "empirical_gap": 0.13900861151222532, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.561600287495685, "fixed_gap": 0.17290637511639106, "kfa_fro_drift": 0.01950807383368893, "kbp_fro_drift": 0.019389176797670778, "fa_bp_overlap_0": 0.9823440790173679, "fa_bp_overlap_s": 0.9827747954968736, "fa_bp_overlap_slope": 8.614329590115322e-05, "fa_directional_gain_s": 1311.6490958875515, "bp_directional_gain_s": 1621.8076070051186, "fa_directional_drift_s": -0.1883744223039964, "bp_directional_drift_s": -0.2637690432840896 }, { "init_seed": 10001, "feedback_seed": 101002, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.5723825601131525, "empirical_gap": 0.15711698563614807, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.5737215967324123, "fixed_gap": 0.18502768435311845, "kfa_fro_drift": 0.0049606867118015515, "kbp_fro_drift": 0.006741996426106008, "fa_bp_overlap_0": 0.9823388100368005, "fa_bp_overlap_s": 0.982362251398063, "fa_bp_overlap_slope": 2.3441361262532823e-05, "fa_directional_gain_s": 1582.5178974148178, "bp_directional_gain_s": 2074.7905910274226, "fa_directional_drift_s": -0.043467374029040405, "bp_directional_drift_s": -0.0581342353930225 }, { "init_seed": 10001, "feedback_seed": 101002, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.5723825601131525, "empirical_gap": 0.15711698563614807, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.5737215967324123, "fixed_gap": 0.18502768435311845, "kfa_fro_drift": 0.012370320808755766, "kbp_fro_drift": 0.011354834620074198, "fa_bp_overlap_0": 0.9823388100368005, "fa_bp_overlap_s": 0.9823256861072328, "fa_bp_overlap_slope": -6.5619647838244255e-06, "fa_directional_gain_s": 1511.3420232939238, "bp_directional_gain_s": 1956.0448374559307, "fa_directional_drift_s": -0.08648871735151098, "bp_directional_drift_s": -0.11203970443896664 }, { "init_seed": 10001, "feedback_seed": 101002, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.5723825601131525, "empirical_gap": 0.15711698563614807, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.5737215967324123, "fixed_gap": 0.18502768435311845, "kfa_fro_drift": 0.019463321739620214, "kbp_fro_drift": 0.019389176797670778, "fa_bp_overlap_0": 0.9823388100368005, "fa_bp_overlap_s": 0.9822936937740814, "fa_bp_overlap_slope": -9.023252543816085e-06, "fa_directional_gain_s": 1314.0914483989493, "bp_directional_gain_s": 1621.8076070051186, "fa_directional_drift_s": -0.20571429494958507, "bp_directional_drift_s": -0.2637690432840896 }, { "init_seed": 10001, "feedback_seed": 101003, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.555275162766506, "empirical_gap": 0.1400095882895016, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.5529535476349148, "fixed_gap": 0.16425963525562093, "kfa_fro_drift": 0.005849354960572289, "kbp_fro_drift": 0.006741996426106008, "fa_bp_overlap_0": 0.9781372114630691, "fa_bp_overlap_s": 0.9782652192868542, "fa_bp_overlap_slope": 0.00012800782378508124, "fa_directional_gain_s": 1535.690624205702, "bp_directional_gain_s": 2074.7905910274226, "fa_directional_drift_s": -0.04168550383171751, "bp_directional_drift_s": -0.0581342353930225 }, { "init_seed": 10001, "feedback_seed": 101003, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.555275162766506, "empirical_gap": 0.1400095882895016, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.5529535476349148, "fixed_gap": 0.16425963525562093, "kfa_fro_drift": 0.009949043051335094, "kbp_fro_drift": 0.011354834620074198, "fa_bp_overlap_0": 0.9781372114630691, "fa_bp_overlap_s": 0.9783169432570495, "fa_bp_overlap_slope": 8.986589699022662e-05, "fa_directional_gain_s": 1471.4284914870243, "bp_directional_gain_s": 1956.0448374559307, "fa_directional_drift_s": -0.08178689689117664, "bp_directional_drift_s": -0.11203970443896664 }, { "init_seed": 10001, "feedback_seed": 101003, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.555275162766506, "empirical_gap": 0.1400095882895016, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.5529535476349148, "fixed_gap": 0.16425963525562093, "kfa_fro_drift": 0.01810077192576688, "kbp_fro_drift": 0.019389176797670778, "fa_bp_overlap_0": 0.9781372114630691, "fa_bp_overlap_s": 0.978451725464067, "fa_bp_overlap_slope": 6.290280019958239e-05, "fa_directional_gain_s": 1290.9701828489058, "bp_directional_gain_s": 1621.8076070051186, "fa_directional_drift_s": -0.19439799863008694, "bp_directional_drift_s": -0.2637690432840896 }, { "init_seed": 10001, "feedback_seed": 101004, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.5442101291444437, "empirical_gap": 0.12894455466743926, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.536998709166465, "fixed_gap": 0.14830479678717134, "kfa_fro_drift": 0.006589531679782661, "kbp_fro_drift": 0.006741996426106008, "fa_bp_overlap_0": 0.9815809760550267, "fa_bp_overlap_s": 0.9816018790876438, "fa_bp_overlap_slope": 2.0903032617147765e-05, "fa_directional_gain_s": 1624.30567423755, "bp_directional_gain_s": 2074.7905910274226, "fa_directional_drift_s": -0.04580038428748654, "bp_directional_drift_s": -0.0581342353930225 }, { "init_seed": 10001, "feedback_seed": 101004, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.5442101291444437, "empirical_gap": 0.12894455466743926, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.536998709166465, "fixed_gap": 0.14830479678717134, "kfa_fro_drift": 0.009246632560461158, "kbp_fro_drift": 0.011354834620074198, "fa_bp_overlap_0": 0.9815809760550267, "fa_bp_overlap_s": 0.9815563988495345, "fa_bp_overlap_slope": -1.2288602746102217e-05, "fa_directional_gain_s": 1547.8628517637492, "bp_directional_gain_s": 1956.0448374559307, "fa_directional_drift_s": -0.09070677905380384, "bp_directional_drift_s": -0.11203970443896664 }, { "init_seed": 10001, "feedback_seed": 101004, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.5442101291444437, "empirical_gap": 0.12894455466743926, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.536998709166465, "fixed_gap": 0.14830479678717134, "kfa_fro_drift": 0.01862475937095291, "kbp_fro_drift": 0.019389176797670778, "fa_bp_overlap_0": 0.9815809760550267, "fa_bp_overlap_s": 0.9814620625094183, "fa_bp_overlap_slope": -2.3782709121689117e-05, "fa_directional_gain_s": 1337.9623920845052, "bp_directional_gain_s": 1621.8076070051186, "fa_directional_drift_s": -0.21401296528493263, "bp_directional_drift_s": -0.2637690432840896 }, { "init_seed": 10001, "feedback_seed": 101005, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.533373599178169, "empirical_gap": 0.11810802470116455, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.5212994246694826, "fixed_gap": 0.1326055122901888, "kfa_fro_drift": 0.008053075420495541, "kbp_fro_drift": 0.006741996426106008, "fa_bp_overlap_0": 0.985030311859371, "fa_bp_overlap_s": 0.9850331470966338, "fa_bp_overlap_slope": 2.8352372628548395e-06, "fa_directional_gain_s": 1744.637294525104, "bp_directional_gain_s": 2074.7905910274226, "fa_directional_drift_s": -0.048630629957395595, "bp_directional_drift_s": -0.0581342353930225 }, { "init_seed": 10001, "feedback_seed": 101005, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.533373599178169, "empirical_gap": 0.11810802470116455, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.5212994246694826, "fixed_gap": 0.1326055122901888, "kfa_fro_drift": 0.010068487247194537, "kbp_fro_drift": 0.011354834620074198, "fa_bp_overlap_0": 0.985030311859371, "fa_bp_overlap_s": 0.9850882616942637, "fa_bp_overlap_slope": 2.8974917446356052e-05, "fa_directional_gain_s": 1658.007557490679, "bp_directional_gain_s": 1956.0448374559307, "fa_directional_drift_s": -0.09587075179133334, "bp_directional_drift_s": -0.11203970443896664 }, { "init_seed": 10001, "feedback_seed": 101005, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.533373599178169, "empirical_gap": 0.11810802470116455, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.5212994246694826, "fixed_gap": 0.1326055122901888, "kfa_fro_drift": 0.01692416480699053, "kbp_fro_drift": 0.019389176797670778, "fa_bp_overlap_0": 0.985030311859371, "fa_bp_overlap_s": 0.9850020907140361, "fa_bp_overlap_slope": -5.644229066970041e-06, "fa_directional_gain_s": 1415.515048078389, "bp_directional_gain_s": 1621.8076070051186, "fa_directional_drift_s": -0.22810450985874742, "bp_directional_drift_s": -0.2637690432840896 }, { "init_seed": 10001, "feedback_seed": 101006, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.527807048307511, "empirical_gap": 0.11254147383050661, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.521258496299491, "fixed_gap": 0.132564583920197, "kfa_fro_drift": 0.0063302364609190255, "kbp_fro_drift": 0.006741996426106008, "fa_bp_overlap_0": 0.9832551749043914, "fa_bp_overlap_s": 0.9833021229332076, "fa_bp_overlap_slope": 4.694802881621829e-05, "fa_directional_gain_s": 1676.2830800094637, "bp_directional_gain_s": 2074.7905910274226, "fa_directional_drift_s": -0.04695009554875566, "bp_directional_drift_s": -0.0581342353930225 }, { "init_seed": 10001, "feedback_seed": 101006, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.527807048307511, "empirical_gap": 0.11254147383050661, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.521258496299491, "fixed_gap": 0.132564583920197, "kfa_fro_drift": 0.011283756752084727, "kbp_fro_drift": 0.011354834620074198, "fa_bp_overlap_0": 0.9832551749043914, "fa_bp_overlap_s": 0.9833125899329435, "fa_bp_overlap_slope": 2.8707514276027357e-05, "fa_directional_gain_s": 1597.1421652797299, "bp_directional_gain_s": 1956.0448374559307, "fa_directional_drift_s": -0.0919456229276582, "bp_directional_drift_s": -0.11203970443896664 }, { "init_seed": 10001, "feedback_seed": 101006, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.527807048307511, "empirical_gap": 0.11254147383050661, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.521258496299491, "fixed_gap": 0.132564583920197, "kfa_fro_drift": 0.021341398793083114, "kbp_fro_drift": 0.019389176797670778, "fa_bp_overlap_0": 0.9832551749043914, "fa_bp_overlap_s": 0.9832653929704717, "fa_bp_overlap_slope": 2.0436132160517316e-06, "fa_directional_gain_s": 1377.243373988594, "bp_directional_gain_s": 1621.8076070051186, "fa_directional_drift_s": -0.21696897043276936, "bp_directional_drift_s": -0.2637690432840896 }, { "init_seed": 10001, "feedback_seed": 101007, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.528211929406571, "empirical_gap": 0.11294635492956662, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.527981751725796, "fixed_gap": 0.13928783934650202, "kfa_fro_drift": 0.0056768637748665475, "kbp_fro_drift": 0.006741996426106008, "fa_bp_overlap_0": 0.9848611358185705, "fa_bp_overlap_s": 0.9848862097510115, "fa_bp_overlap_slope": 2.507393244099987e-05, "fa_directional_gain_s": 1631.245465580194, "bp_directional_gain_s": 2074.7905910274226, "fa_directional_drift_s": -0.042577234402324714, "bp_directional_drift_s": -0.0581342353930225 }, { "init_seed": 10001, "feedback_seed": 101007, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.528211929406571, "empirical_gap": 0.11294635492956662, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.527981751725796, "fixed_gap": 0.13928783934650202, "kfa_fro_drift": 0.015489427212822197, "kbp_fro_drift": 0.011354834620074198, "fa_bp_overlap_0": 0.9848611358185705, "fa_bp_overlap_s": 0.9849014459678656, "fa_bp_overlap_slope": 2.015507464753208e-05, "fa_directional_gain_s": 1561.09374991176, "bp_directional_gain_s": 1956.0448374559307, "fa_directional_drift_s": -0.08375120303175165, "bp_directional_drift_s": -0.11203970443896664 }, { "init_seed": 10001, "feedback_seed": 101007, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.528211929406571, "empirical_gap": 0.11294635492956662, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.527981751725796, "fixed_gap": 0.13928783934650202, "kfa_fro_drift": 0.023718146744128966, "kbp_fro_drift": 0.019389176797670778, "fa_bp_overlap_0": 0.9848611358185705, "fa_bp_overlap_s": 0.9850458014562127, "fa_bp_overlap_slope": 3.693312752843792e-05, "fa_directional_gain_s": 1360.407722636412, "bp_directional_gain_s": 1621.8076070051186, "fa_directional_drift_s": -0.2015393442434939, "bp_directional_drift_s": -0.2637690432840896 }, { "init_seed": 10002, "feedback_seed": 102000, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.6635586448959683, "empirical_fa_loss": 2.800631306285016, "empirical_gap": 0.13707266138904783, "fixed_bp_loss": 2.6440958551801477, "fixed_fa_loss": 2.80302200527199, "fixed_gap": 0.1589261500918422, "kfa_fro_drift": 0.002120659498358007, "kbp_fro_drift": 0.004344354118392104, "fa_bp_overlap_0": 0.9771925976574508, "fa_bp_overlap_s": 0.9772733850609209, "fa_bp_overlap_slope": 8.078740347006175e-05, "fa_directional_gain_s": 474.0055312753564, "bp_directional_gain_s": 608.3527231167343, "fa_directional_drift_s": -0.04721585054936557, "bp_directional_drift_s": -0.050889030319767485 }, { "init_seed": 10002, "feedback_seed": 102000, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.6635586448959683, "empirical_fa_loss": 2.800631306285016, "empirical_gap": 0.13707266138904783, "fixed_bp_loss": 2.6440958551801477, "fixed_fa_loss": 2.80302200527199, "fixed_gap": 0.1589261500918422, "kfa_fro_drift": 0.005755849903036077, "kbp_fro_drift": 0.006428804927766335, "fa_bp_overlap_0": 0.9771925976574508, "fa_bp_overlap_s": 0.9772678397644512, "fa_bp_overlap_slope": 3.762105350019196e-05, "fa_directional_gain_s": 452.3414916103753, "bp_directional_gain_s": 577.4219024897429, "fa_directional_drift_s": -0.09076207995796953, "bp_directional_drift_s": -0.09914521467263337 }, { "init_seed": 10002, "feedback_seed": 102000, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.6635586448959683, "empirical_fa_loss": 2.800631306285016, "empirical_gap": 0.13707266138904783, "fixed_bp_loss": 2.6440958551801477, "fixed_fa_loss": 2.80302200527199, "fixed_gap": 0.1589261500918422, "kfa_fro_drift": 0.009344647911259803, "kbp_fro_drift": 0.010672813518935158, "fa_bp_overlap_0": 0.9771925976574508, "fa_bp_overlap_s": 0.977435745266596, "fa_bp_overlap_slope": 4.8629521829046674e-05, "fa_directional_gain_s": 392.6262824762908, "bp_directional_gain_s": 496.4095988438395, "fa_directional_drift_s": -0.2107938116362945, "bp_directional_drift_s": -0.22553515778897051 }, { "init_seed": 10002, "feedback_seed": 102001, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.6635586448959683, "empirical_fa_loss": 2.8028626366314695, "empirical_gap": 0.13930399173550123, "fixed_bp_loss": 2.6440958551801477, "fixed_fa_loss": 2.802024775890836, "fixed_gap": 0.1579289207106882, "kfa_fro_drift": 0.004980084838578847, "kbp_fro_drift": 0.004344354118392104, "fa_bp_overlap_0": 0.9806764994772537, "fa_bp_overlap_s": 0.980768007141334, "fa_bp_overlap_slope": 9.150766408039246e-05, "fa_directional_gain_s": 461.50611481895845, "bp_directional_gain_s": 608.3527231167343, "fa_directional_drift_s": -0.0469857624109223, "bp_directional_drift_s": -0.050889030319767485 }, { "init_seed": 10002, "feedback_seed": 102001, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.6635586448959683, "empirical_fa_loss": 2.8028626366314695, "empirical_gap": 0.13930399173550123, "fixed_bp_loss": 2.6440958551801477, "fixed_fa_loss": 2.802024775890836, "fixed_gap": 0.1579289207106882, "kfa_fro_drift": 0.011975288968903566, "kbp_fro_drift": 0.006428804927766335, "fa_bp_overlap_0": 0.9806764994772537, "fa_bp_overlap_s": 0.9807800819887075, "fa_bp_overlap_slope": 5.179125572690735e-05, "fa_directional_gain_s": 441.46411429487716, "bp_directional_gain_s": 577.4219024897429, "fa_directional_drift_s": -0.08837267200086343, "bp_directional_drift_s": -0.09914521467263337 }, { "init_seed": 10002, "feedback_seed": 102001, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.6635586448959683, "empirical_fa_loss": 2.8028626366314695, "empirical_gap": 0.13930399173550123, "fixed_bp_loss": 2.6440958551801477, "fixed_fa_loss": 2.802024775890836, "fixed_gap": 0.1579289207106882, "kfa_fro_drift": 0.014346708308418976, "kbp_fro_drift": 0.010672813518935158, "fa_bp_overlap_0": 0.9806764994772537, "fa_bp_overlap_s": 0.9810088927797367, "fa_bp_overlap_slope": 6.6478660496605e-05, "fa_directional_gain_s": 383.47562117713494, "bp_directional_gain_s": 496.4095988438395, "fa_directional_drift_s": -0.20811942677403414, "bp_directional_drift_s": -0.22553515778897051 }, { "init_seed": 10002, "feedback_seed": 102002, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.6635586448959683, "empirical_fa_loss": 2.795780183600293, "empirical_gap": 0.13222153870432463, "fixed_bp_loss": 2.6440958551801477, "fixed_fa_loss": 2.7954640907291664, "fixed_gap": 0.15136823554901868, "kfa_fro_drift": 0.0016723962209132736, "kbp_fro_drift": 0.004344354118392104, "fa_bp_overlap_0": 0.9817075807550496, "fa_bp_overlap_s": 0.9817956468250488, "fa_bp_overlap_slope": 8.806606999922639e-05, "fa_directional_gain_s": 472.4323660638358, "bp_directional_gain_s": 608.3527231167343, "fa_directional_drift_s": -0.04537118771751556, "bp_directional_drift_s": -0.050889030319767485 }, { "init_seed": 10002, "feedback_seed": 102002, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.6635586448959683, "empirical_fa_loss": 2.795780183600293, "empirical_gap": 0.13222153870432463, "fixed_bp_loss": 2.6440958551801477, "fixed_fa_loss": 2.7954640907291664, "fixed_gap": 0.15136823554901868, "kfa_fro_drift": 0.00683337075268839, "kbp_fro_drift": 0.006428804927766335, "fa_bp_overlap_0": 0.9817075807550496, "fa_bp_overlap_s": 0.9818079656735907, "fa_bp_overlap_slope": 5.019245927057048e-05, "fa_directional_gain_s": 450.82649976214685, "bp_directional_gain_s": 577.4219024897429, "fa_directional_drift_s": -0.08902946341475791, "bp_directional_drift_s": -0.09914521467263337 }, { "init_seed": 10002, "feedback_seed": 102002, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.6635586448959683, "empirical_fa_loss": 2.795780183600293, "empirical_gap": 0.13222153870432463, "fixed_bp_loss": 2.6440958551801477, "fixed_fa_loss": 2.7954640907291664, "fixed_gap": 0.15136823554901868, "kfa_fro_drift": 0.010816270764793457, "kbp_fro_drift": 0.010672813518935158, "fa_bp_overlap_0": 0.9817075807550496, "fa_bp_overlap_s": 0.981948678348664, "fa_bp_overlap_slope": 4.8219518722869556e-05, "fa_directional_gain_s": 393.24806174110023, "bp_directional_gain_s": 496.4095988438395, "fa_directional_drift_s": -0.205376352090216, "bp_directional_drift_s": -0.22553515778897051 }, { "init_seed": 10002, "feedback_seed": 102003, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.6635586448959683, "empirical_fa_loss": 2.798876821822775, "empirical_gap": 0.1353181769268068, "fixed_bp_loss": 2.6440958551801477, "fixed_fa_loss": 2.8011750754104954, "fixed_gap": 0.1570792202303477, "kfa_fro_drift": 0.0058176950339519674, "kbp_fro_drift": 0.004344354118392104, "fa_bp_overlap_0": 0.982659988395954, "fa_bp_overlap_s": 0.9827393576952399, "fa_bp_overlap_slope": 7.936929928586967e-05, "fa_directional_gain_s": 462.8451023410418, "bp_directional_gain_s": 608.3527231167343, "fa_directional_drift_s": -0.04511226812734995, "bp_directional_drift_s": -0.050889030319767485 }, { "init_seed": 10002, "feedback_seed": 102003, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.6635586448959683, "empirical_fa_loss": 2.798876821822775, "empirical_gap": 0.1353181769268068, "fixed_bp_loss": 2.6440958551801477, "fixed_fa_loss": 2.8011750754104954, "fixed_gap": 0.1570792202303477, "kfa_fro_drift": 0.0075764625714029475, "kbp_fro_drift": 0.006428804927766335, "fa_bp_overlap_0": 0.982659988395954, "fa_bp_overlap_s": 0.9827922862057408, "fa_bp_overlap_slope": 6.614890489337055e-05, "fa_directional_gain_s": 441.95393703614866, "bp_directional_gain_s": 577.4219024897429, "fa_directional_drift_s": -0.08821247023225857, "bp_directional_drift_s": -0.09914521467263337 }, { "init_seed": 10002, "feedback_seed": 102003, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.6635586448959683, "empirical_fa_loss": 2.798876821822775, "empirical_gap": 0.1353181769268068, "fixed_bp_loss": 2.6440958551801477, "fixed_fa_loss": 2.8011750754104954, "fixed_gap": 0.1570792202303477, "kfa_fro_drift": 0.009901043639233654, "kbp_fro_drift": 0.010672813518935158, "fa_bp_overlap_0": 0.982659988395954, "fa_bp_overlap_s": 0.9830174477795582, "fa_bp_overlap_slope": 7.149187672084167e-05, "fa_directional_gain_s": 385.43120813262493, "bp_directional_gain_s": 496.4095988438395, "fa_directional_drift_s": -0.20482353542220458, "bp_directional_drift_s": -0.22553515778897051 }, { "init_seed": 10002, "feedback_seed": 102004, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.6635586448959683, "empirical_fa_loss": 2.7901695826633484, "empirical_gap": 0.12661093776738008, "fixed_bp_loss": 2.6440958551801477, "fixed_fa_loss": 2.794713071532889, "fixed_gap": 0.1506172163527415, "kfa_fro_drift": 0.0020566065906489936, "kbp_fro_drift": 0.004344354118392104, "fa_bp_overlap_0": 0.9858805056000743, "fa_bp_overlap_s": 0.9859617911449133, "fa_bp_overlap_slope": 8.128554483899375e-05, "fa_directional_gain_s": 459.999408371482, "bp_directional_gain_s": 608.3527231167343, "fa_directional_drift_s": -0.042997658435949604, "bp_directional_drift_s": -0.050889030319767485 }, { "init_seed": 10002, "feedback_seed": 102004, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.6635586448959683, "empirical_fa_loss": 2.7901695826633484, "empirical_gap": 0.12661093776738008, "fixed_bp_loss": 2.6440958551801477, "fixed_fa_loss": 2.794713071532889, "fixed_gap": 0.1506172163527415, "kfa_fro_drift": 0.004999048407478152, "kbp_fro_drift": 0.006428804927766335, "fa_bp_overlap_0": 0.9858805056000743, "fa_bp_overlap_s": 0.9860001211687545, "fa_bp_overlap_slope": 5.980778434006018e-05, "fa_directional_gain_s": 440.21588118380316, "bp_directional_gain_s": 577.4219024897429, "fa_directional_drift_s": -0.08415615016104125, "bp_directional_drift_s": -0.09914521467263337 }, { "init_seed": 10002, "feedback_seed": 102004, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.6635586448959683, "empirical_fa_loss": 2.7901695826633484, "empirical_gap": 0.12661093776738008, "fixed_bp_loss": 2.6440958551801477, "fixed_fa_loss": 2.794713071532889, "fixed_gap": 0.1506172163527415, "kfa_fro_drift": 0.01169085863002104, "kbp_fro_drift": 0.010672813518935158, "fa_bp_overlap_0": 0.9858805056000743, "fa_bp_overlap_s": 0.9861805958905576, "fa_bp_overlap_slope": 6.0018058096655837e-05, "fa_directional_gain_s": 386.5702282778756, "bp_directional_gain_s": 496.4095988438395, "fa_directional_drift_s": -0.19576284902063007, "bp_directional_drift_s": -0.22553515778897051 }, { "init_seed": 10002, "feedback_seed": 102005, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.6635586448959683, "empirical_fa_loss": 2.8131529544875034, "empirical_gap": 0.14959430959153508, "fixed_bp_loss": 2.6440958551801477, "fixed_fa_loss": 2.8064186507183564, "fixed_gap": 0.16232279553820872, "kfa_fro_drift": 0.003932431816342717, "kbp_fro_drift": 0.004344354118392104, "fa_bp_overlap_0": 0.9824996201875861, "fa_bp_overlap_s": 0.9825475735782104, "fa_bp_overlap_slope": 4.795339062435566e-05, "fa_directional_gain_s": 448.18965508821276, "bp_directional_gain_s": 608.3527231167343, "fa_directional_drift_s": -0.04609131183785143, "bp_directional_drift_s": -0.050889030319767485 }, { "init_seed": 10002, "feedback_seed": 102005, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.6635586448959683, "empirical_fa_loss": 2.8131529544875034, "empirical_gap": 0.14959430959153508, "fixed_bp_loss": 2.6440958551801477, "fixed_fa_loss": 2.8064186507183564, "fixed_gap": 0.16232279553820872, "kfa_fro_drift": 0.009074503954815428, "kbp_fro_drift": 0.006428804927766335, "fa_bp_overlap_0": 0.9824996201875861, "fa_bp_overlap_s": 0.9825311219119519, "fa_bp_overlap_slope": 1.5750862182917214e-05, "fa_directional_gain_s": 428.3375783696538, "bp_directional_gain_s": 577.4219024897429, "fa_directional_drift_s": -0.08834366693999614, "bp_directional_drift_s": -0.09914521467263337 }, { "init_seed": 10002, "feedback_seed": 102005, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.6635586448959683, "empirical_fa_loss": 2.8131529544875034, "empirical_gap": 0.14959430959153508, "fixed_bp_loss": 2.6440958551801477, "fixed_fa_loss": 2.8064186507183564, "fixed_gap": 0.16232279553820872, "kfa_fro_drift": 0.015161767595839403, "kbp_fro_drift": 0.010672813518935158, "fa_bp_overlap_0": 0.9824996201875861, "fa_bp_overlap_s": 0.9826547766084888, "fa_bp_overlap_slope": 3.103128418053824e-05, "fa_directional_gain_s": 372.6493850435472, "bp_directional_gain_s": 496.4095988438395, "fa_directional_drift_s": -0.2068681595041341, "bp_directional_drift_s": -0.22553515778897051 }, { "init_seed": 10002, "feedback_seed": 102006, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.6635586448959683, "empirical_fa_loss": 2.800035653916094, "empirical_gap": 0.13647700902012572, "fixed_bp_loss": 2.6440958551801477, "fixed_fa_loss": 2.799868881076626, "fixed_gap": 0.15577302589647823, "kfa_fro_drift": 0.0054809707359887785, "kbp_fro_drift": 0.004344354118392104, "fa_bp_overlap_0": 0.9801564968829917, "fa_bp_overlap_s": 0.9801671148836314, "fa_bp_overlap_slope": 1.0618000639728287e-05, "fa_directional_gain_s": 474.6074522831042, "bp_directional_gain_s": 608.3527231167343, "fa_directional_drift_s": -0.04851484081279231, "bp_directional_drift_s": -0.050889030319767485 }, { "init_seed": 10002, "feedback_seed": 102006, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.6635586448959683, "empirical_fa_loss": 2.800035653916094, "empirical_gap": 0.13647700902012572, "fixed_bp_loss": 2.6440958551801477, "fixed_fa_loss": 2.799868881076626, "fixed_gap": 0.15577302589647823, "kfa_fro_drift": 0.010327381280567531, "kbp_fro_drift": 0.006428804927766335, "fa_bp_overlap_0": 0.9801564968829917, "fa_bp_overlap_s": 0.9802127840594308, "fa_bp_overlap_slope": 2.814358821956464e-05, "fa_directional_gain_s": 451.8644038046517, "bp_directional_gain_s": 577.4219024897429, "fa_directional_drift_s": -0.09410972769841715, "bp_directional_drift_s": -0.09914521467263337 }, { "init_seed": 10002, "feedback_seed": 102006, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.6635586448959683, "empirical_fa_loss": 2.800035653916094, "empirical_gap": 0.13647700902012572, "fixed_bp_loss": 2.6440958551801477, "fixed_fa_loss": 2.799868881076626, "fixed_gap": 0.15577302589647823, "kfa_fro_drift": 0.012410613655508263, "kbp_fro_drift": 0.010672813518935158, "fa_bp_overlap_0": 0.9801564968829917, "fa_bp_overlap_s": 0.9802923072879994, "fa_bp_overlap_slope": 2.7162081001552706e-05, "fa_directional_gain_s": 390.9633777343165, "bp_directional_gain_s": 496.4095988438395, "fa_directional_drift_s": -0.216203096031437, "bp_directional_drift_s": -0.22553515778897051 }, { "init_seed": 10002, "feedback_seed": 102007, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.6635586448959683, "empirical_fa_loss": 2.8232707564008073, "empirical_gap": 0.159712111504839, "fixed_bp_loss": 2.6440958551801477, "fixed_fa_loss": 2.833083495453309, "fixed_gap": 0.18898764027316117, "kfa_fro_drift": 0.0062744372279052146, "kbp_fro_drift": 0.004344354118392104, "fa_bp_overlap_0": 0.9771586916770866, "fa_bp_overlap_s": 0.9773566069137386, "fa_bp_overlap_slope": 0.00019791523665202426, "fa_directional_gain_s": 405.94864448759586, "bp_directional_gain_s": 608.3527231167343, "fa_directional_drift_s": -0.038909996069412096, "bp_directional_drift_s": -0.050889030319767485 }, { "init_seed": 10002, "feedback_seed": 102007, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.6635586448959683, "empirical_fa_loss": 2.8232707564008073, "empirical_gap": 0.159712111504839, "fixed_bp_loss": 2.6440958551801477, "fixed_fa_loss": 2.833083495453309, "fixed_gap": 0.18898764027316117, "kfa_fro_drift": 0.013348318132410796, "kbp_fro_drift": 0.006428804927766335, "fa_bp_overlap_0": 0.9771586916770866, "fa_bp_overlap_s": 0.9774784710224975, "fa_bp_overlap_slope": 0.00015988967270547105, "fa_directional_gain_s": 392.38150088212, "bp_directional_gain_s": 577.4219024897429, "fa_directional_drift_s": -0.07103042873540184, "bp_directional_drift_s": -0.09914521467263337 }, { "init_seed": 10002, "feedback_seed": 102007, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.6635586448959683, "empirical_fa_loss": 2.8232707564008073, "empirical_gap": 0.159712111504839, "fixed_bp_loss": 2.6440958551801477, "fixed_fa_loss": 2.833083495453309, "fixed_gap": 0.18898764027316117, "kfa_fro_drift": 0.015133134896027635, "kbp_fro_drift": 0.010672813518935158, "fa_bp_overlap_0": 0.9771586916770866, "fa_bp_overlap_s": 0.9777329639808334, "fa_bp_overlap_slope": 0.00011485446074936956, "fa_directional_gain_s": 348.6735059428295, "bp_directional_gain_s": 496.4095988438395, "fa_directional_drift_s": -0.17450981608752397, "bp_directional_drift_s": -0.22553515778897051 }, { "init_seed": 10003, "feedback_seed": 103000, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.514092372724917, "empirical_fa_loss": 2.609399835083872, "empirical_gap": 0.09530746235895515, "fixed_bp_loss": 2.502260661439939, "fixed_fa_loss": 2.609291449106859, "fixed_gap": 0.10703078766692009, "kfa_fro_drift": 0.0022386449754630434, "kbp_fro_drift": 0.0012925023218566818, "fa_bp_overlap_0": 0.9840229052497501, "fa_bp_overlap_s": 0.9840501158328507, "fa_bp_overlap_slope": 2.7210583100623076e-05, "fa_directional_gain_s": 662.3940809492547, "bp_directional_gain_s": 756.734623711559, "fa_directional_drift_s": -0.07178979339588601, "bp_directional_drift_s": -0.07111645487633238 }, { "init_seed": 10003, "feedback_seed": 103000, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.514092372724917, "empirical_fa_loss": 2.609399835083872, "empirical_gap": 0.09530746235895515, "fixed_bp_loss": 2.502260661439939, "fixed_fa_loss": 2.609291449106859, "fixed_gap": 0.10703078766692009, "kfa_fro_drift": 0.005290519416413266, "kbp_fro_drift": 0.003181860903104019, "fa_bp_overlap_0": 0.9840229052497501, "fa_bp_overlap_s": 0.9841050469529552, "fa_bp_overlap_slope": 4.1070851602542646e-05, "fa_directional_gain_s": 615.7179732537663, "bp_directional_gain_s": 703.5625490907581, "fa_directional_drift_s": -0.13719683855760778, "bp_directional_drift_s": -0.1363845999138928 }, { "init_seed": 10003, "feedback_seed": 103000, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.514092372724917, "empirical_fa_loss": 2.609399835083872, "empirical_gap": 0.09530746235895515, "fixed_bp_loss": 2.502260661439939, "fixed_fa_loss": 2.609291449106859, "fixed_gap": 0.10703078766692009, "kfa_fro_drift": 0.012143595111590182, "kbp_fro_drift": 0.006839302270798188, "fa_bp_overlap_0": 0.9840229052497501, "fa_bp_overlap_s": 0.984175768425123, "fa_bp_overlap_slope": 3.0572635074577194e-05, "fa_directional_gain_s": 496.74874741046796, "bp_directional_gain_s": 569.0260623813095, "fa_directional_drift_s": -0.30390794434117424, "bp_directional_drift_s": -0.3015266785335035 }, { "init_seed": 10003, "feedback_seed": 103001, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.514092372724917, "empirical_fa_loss": 2.6215487325601363, "empirical_gap": 0.1074563598352194, "fixed_bp_loss": 2.502260661439939, "fixed_fa_loss": 2.620538252389222, "fixed_gap": 0.11827759094928281, "kfa_fro_drift": 0.003952415490297924, "kbp_fro_drift": 0.0012925023218566818, "fa_bp_overlap_0": 0.9867444193548582, "fa_bp_overlap_s": 0.9867501541524999, "fa_bp_overlap_slope": 5.73479764165441e-06, "fa_directional_gain_s": 601.5064832525677, "bp_directional_gain_s": 756.734623711559, "fa_directional_drift_s": -0.06298135868275406, "bp_directional_drift_s": -0.07111645487633238 }, { "init_seed": 10003, "feedback_seed": 103001, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.514092372724917, "empirical_fa_loss": 2.6215487325601363, "empirical_gap": 0.1074563598352194, "fixed_bp_loss": 2.502260661439939, "fixed_fa_loss": 2.620538252389222, "fixed_gap": 0.11827759094928281, "kfa_fro_drift": 0.007693234351625144, "kbp_fro_drift": 0.003181860903104019, "fa_bp_overlap_0": 0.9867444193548582, "fa_bp_overlap_s": 0.9867582690095948, "fa_bp_overlap_slope": 6.924827368304243e-06, "fa_directional_gain_s": 563.100838312199, "bp_directional_gain_s": 703.5625490907581, "fa_directional_drift_s": -0.12280915147119231, "bp_directional_drift_s": -0.1363845999138928 }, { "init_seed": 10003, "feedback_seed": 103001, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.514092372724917, "empirical_fa_loss": 2.6215487325601363, "empirical_gap": 0.1074563598352194, "fixed_bp_loss": 2.502260661439939, "fixed_fa_loss": 2.620538252389222, "fixed_gap": 0.11827759094928281, "kfa_fro_drift": 0.015197761737568084, "kbp_fro_drift": 0.006839302270798188, "fa_bp_overlap_0": 0.9867444193548582, "fa_bp_overlap_s": 0.9867504025400076, "fa_bp_overlap_slope": 1.1966370298654994e-06, "fa_directional_gain_s": 465.5974742377841, "bp_directional_gain_s": 569.0260623813095, "fa_directional_drift_s": -0.27469856957827304, "bp_directional_drift_s": -0.3015266785335035 }, { "init_seed": 10003, "feedback_seed": 103002, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.514092372724917, "empirical_fa_loss": 2.6379189162621692, "empirical_gap": 0.12382654353725231, "fixed_bp_loss": 2.502260661439939, "fixed_fa_loss": 2.6414262372599997, "fixed_gap": 0.13916557582006073, "kfa_fro_drift": 0.002397198602235186, "kbp_fro_drift": 0.0012925023218566818, "fa_bp_overlap_0": 0.9753718081590756, "fa_bp_overlap_s": 0.9753959652251586, "fa_bp_overlap_slope": 2.4157066082941547e-05, "fa_directional_gain_s": 601.8353627332236, "bp_directional_gain_s": 756.734623711559, "fa_directional_drift_s": -0.06309067143429224, "bp_directional_drift_s": -0.07111645487633238 }, { "init_seed": 10003, "feedback_seed": 103002, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.514092372724917, "empirical_fa_loss": 2.6379189162621692, "empirical_gap": 0.12382654353725231, "fixed_bp_loss": 2.502260661439939, "fixed_fa_loss": 2.6414262372599997, "fixed_gap": 0.13916557582006073, "kfa_fro_drift": 0.007067017315785508, "kbp_fro_drift": 0.003181860903104019, "fa_bp_overlap_0": 0.9753718081590756, "fa_bp_overlap_s": 0.9754367473796726, "fa_bp_overlap_slope": 3.246961029845785e-05, "fa_directional_gain_s": 564.0234576004008, "bp_directional_gain_s": 703.5625490907581, "fa_directional_drift_s": -0.1219544884238678, "bp_directional_drift_s": -0.1363845999138928 }, { "init_seed": 10003, "feedback_seed": 103002, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.514092372724917, "empirical_fa_loss": 2.6379189162621692, "empirical_gap": 0.12382654353725231, "fixed_bp_loss": 2.502260661439939, "fixed_fa_loss": 2.6414262372599997, "fixed_gap": 0.13916557582006073, "kfa_fro_drift": 0.0124236203692982, "kbp_fro_drift": 0.006839302270798188, "fa_bp_overlap_0": 0.9753718081590756, "fa_bp_overlap_s": 0.9755375617085633, "fa_bp_overlap_slope": 3.315070989753366e-05, "fa_directional_gain_s": 465.23824112078364, "bp_directional_gain_s": 569.0260623813095, "fa_directional_drift_s": -0.2757387234076838, "bp_directional_drift_s": -0.3015266785335035 }, { "init_seed": 10003, "feedback_seed": 103003, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.514092372724917, "empirical_fa_loss": 2.627690271255277, "empirical_gap": 0.11359789853036029, "fixed_bp_loss": 2.502260661439939, "fixed_fa_loss": 2.6284450079606687, "fixed_gap": 0.12618434652072974, "kfa_fro_drift": 0.002718685597685684, "kbp_fro_drift": 0.0012925023218566818, "fa_bp_overlap_0": 0.9877003182197147, "fa_bp_overlap_s": 0.9877222588104161, "fa_bp_overlap_slope": 2.1940590701374774e-05, "fa_directional_gain_s": 604.9540221779363, "bp_directional_gain_s": 756.734623711559, "fa_directional_drift_s": -0.06175347564579468, "bp_directional_drift_s": -0.07111645487633238 }, { "init_seed": 10003, "feedback_seed": 103003, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.514092372724917, "empirical_fa_loss": 2.627690271255277, "empirical_gap": 0.11359789853036029, "fixed_bp_loss": 2.502260661439939, "fixed_fa_loss": 2.6284450079606687, "fixed_gap": 0.12618434652072974, "kfa_fro_drift": 0.007051463244044486, "kbp_fro_drift": 0.003181860903104019, "fa_bp_overlap_0": 0.9877003182197147, "fa_bp_overlap_s": 0.9877375440365496, "fa_bp_overlap_slope": 1.86129084174258e-05, "fa_directional_gain_s": 567.8086237327309, "bp_directional_gain_s": 703.5625490907581, "fa_directional_drift_s": -0.11936370668698132, "bp_directional_drift_s": -0.1363845999138928 }, { "init_seed": 10003, "feedback_seed": 103003, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.514092372724917, "empirical_fa_loss": 2.627690271255277, "empirical_gap": 0.11359789853036029, "fixed_bp_loss": 2.502260661439939, "fixed_fa_loss": 2.6284450079606687, "fixed_gap": 0.12618434652072974, "kfa_fro_drift": 0.014783497055174193, "kbp_fro_drift": 0.006839302270798188, "fa_bp_overlap_0": 0.9877003182197147, "fa_bp_overlap_s": 0.9877814711127886, "fa_bp_overlap_slope": 1.6230578614773172e-05, "fa_directional_gain_s": 470.59026775204876, "bp_directional_gain_s": 569.0260623813095, "fa_directional_drift_s": -0.27014340441329165, "bp_directional_drift_s": -0.3015266785335035 }, { "init_seed": 10003, "feedback_seed": 103004, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.514092372724917, "empirical_fa_loss": 2.6373422372105946, "empirical_gap": 0.12324986448567765, "fixed_bp_loss": 2.502260661439939, "fixed_fa_loss": 2.639888432815759, "fixed_gap": 0.13762777137581983, "kfa_fro_drift": 0.004544545209514232, "kbp_fro_drift": 0.0012925023218566818, "fa_bp_overlap_0": 0.9857009295982415, "fa_bp_overlap_s": 0.9856849599998478, "fa_bp_overlap_slope": -1.5969598393672513e-05, "fa_directional_gain_s": 621.2360395591553, "bp_directional_gain_s": 756.734623711559, "fa_directional_drift_s": -0.06707221028974625, "bp_directional_drift_s": -0.07111645487633238 }, { "init_seed": 10003, "feedback_seed": 103004, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.514092372724917, "empirical_fa_loss": 2.6373422372105946, "empirical_gap": 0.12324986448567765, "fixed_bp_loss": 2.502260661439939, "fixed_fa_loss": 2.639888432815759, "fixed_gap": 0.13762777137581983, "kfa_fro_drift": 0.006440399556648387, "kbp_fro_drift": 0.003181860903104019, "fa_bp_overlap_0": 0.9857009295982415, "fa_bp_overlap_s": 0.9857008433613266, "fa_bp_overlap_slope": -4.3118457471180704e-08, "fa_directional_gain_s": 580.0151095636861, "bp_directional_gain_s": 703.5625490907581, "fa_directional_drift_s": -0.1289748506094605, "bp_directional_drift_s": -0.1363845999138928 }, { "init_seed": 10003, "feedback_seed": 103004, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.514092372724917, "empirical_fa_loss": 2.6373422372105946, "empirical_gap": 0.12324986448567765, "fixed_bp_loss": 2.502260661439939, "fixed_fa_loss": 2.639888432815759, "fixed_gap": 0.13762777137581983, "kfa_fro_drift": 0.011478715696962814, "kbp_fro_drift": 0.006839302270798188, "fa_bp_overlap_0": 0.9857009295982415, "fa_bp_overlap_s": 0.9857140855940953, "fa_bp_overlap_slope": 2.631199170766152e-06, "fa_directional_gain_s": 472.3742521445957, "bp_directional_gain_s": 569.0260623813095, "fa_directional_drift_s": -0.29062218077042473, "bp_directional_drift_s": -0.3015266785335035 }, { "init_seed": 10003, "feedback_seed": 103005, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.514092372724917, "empirical_fa_loss": 2.60722215121579, "empirical_gap": 0.0931297784908729, "fixed_bp_loss": 2.502260661439939, "fixed_fa_loss": 2.5990399685706085, "fixed_gap": 0.09677930713066951, "kfa_fro_drift": 0.0021782948419312087, "kbp_fro_drift": 0.0012925023218566818, "fa_bp_overlap_0": 0.9825661243649817, "fa_bp_overlap_s": 0.9825519993694507, "fa_bp_overlap_slope": -1.4124995530995221e-05, "fa_directional_gain_s": 637.5435961308043, "bp_directional_gain_s": 756.734623711559, "fa_directional_drift_s": -0.06493442123002319, "bp_directional_drift_s": -0.07111645487633238 }, { "init_seed": 10003, "feedback_seed": 103005, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.514092372724917, "empirical_fa_loss": 2.60722215121579, "empirical_gap": 0.0931297784908729, "fixed_bp_loss": 2.502260661439939, "fixed_fa_loss": 2.5990399685706085, "fixed_gap": 0.09677930713066951, "kfa_fro_drift": 0.00648694689177738, "kbp_fro_drift": 0.003181860903104019, "fa_bp_overlap_0": 0.9825661243649817, "fa_bp_overlap_s": 0.9825147008654931, "fa_bp_overlap_slope": -2.571174974430601e-05, "fa_directional_gain_s": 596.1267473389224, "bp_directional_gain_s": 703.5625490907581, "fa_directional_drift_s": -0.12567923918669818, "bp_directional_drift_s": -0.1363845999138928 }, { "init_seed": 10003, "feedback_seed": 103005, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.514092372724917, "empirical_fa_loss": 2.60722215121579, "empirical_gap": 0.0931297784908729, "fixed_bp_loss": 2.502260661439939, "fixed_fa_loss": 2.5990399685706085, "fixed_gap": 0.09677930713066951, "kfa_fro_drift": 0.013958650501422164, "kbp_fro_drift": 0.006839302270798188, "fa_bp_overlap_0": 0.9825661243649817, "fa_bp_overlap_s": 0.9825993615012629, "fa_bp_overlap_slope": 6.647427256245564e-06, "fa_directional_gain_s": 489.4085364389552, "bp_directional_gain_s": 569.0260623813095, "fa_directional_drift_s": -0.282199555987121, "bp_directional_drift_s": -0.3015266785335035 }, { "init_seed": 10003, "feedback_seed": 103006, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.514092372724917, "empirical_fa_loss": 2.6064863121619704, "empirical_gap": 0.09239393943705343, "fixed_bp_loss": 2.502260661439939, "fixed_fa_loss": 2.602945643767818, "fixed_gap": 0.10068498232787881, "kfa_fro_drift": 0.005135673818400867, "kbp_fro_drift": 0.0012925023218566818, "fa_bp_overlap_0": 0.9877506751091103, "fa_bp_overlap_s": 0.9877485090219077, "fa_bp_overlap_slope": -2.166087202604139e-06, "fa_directional_gain_s": 647.9673655724055, "bp_directional_gain_s": 756.734623711559, "fa_directional_drift_s": -0.06609101080955847, "bp_directional_drift_s": -0.07111645487633238 }, { "init_seed": 10003, "feedback_seed": 103006, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.514092372724917, "empirical_fa_loss": 2.6064863121619704, "empirical_gap": 0.09239393943705343, "fixed_bp_loss": 2.502260661439939, "fixed_fa_loss": 2.602945643767818, "fixed_gap": 0.10068498232787881, "kfa_fro_drift": 0.008002411787789794, "kbp_fro_drift": 0.003181860903104019, "fa_bp_overlap_0": 0.9877506751091103, "fa_bp_overlap_s": 0.9877331444945301, "fa_bp_overlap_slope": -8.76530729010394e-06, "fa_directional_gain_s": 604.7219443332657, "bp_directional_gain_s": 703.5625490907581, "fa_directional_drift_s": -0.12842021098599374, "bp_directional_drift_s": -0.1363845999138928 }, { "init_seed": 10003, "feedback_seed": 103006, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.514092372724917, "empirical_fa_loss": 2.6064863121619704, "empirical_gap": 0.09239393943705343, "fixed_bp_loss": 2.502260661439939, "fixed_fa_loss": 2.602945643767818, "fixed_gap": 0.10068498232787881, "kfa_fro_drift": 0.014642563282797918, "kbp_fro_drift": 0.006839302270798188, "fa_bp_overlap_0": 0.9877506751091103, "fa_bp_overlap_s": 0.9877804687047336, "fa_bp_overlap_slope": 5.9587191246546215e-06, "fa_directional_gain_s": 493.2098853653433, "bp_directional_gain_s": 569.0260623813095, "fa_directional_drift_s": -0.28914144450256074, "bp_directional_drift_s": -0.3015266785335035 }, { "init_seed": 10003, "feedback_seed": 103007, "target_steps": 50, "early_steps": 1, "empirical_bp_loss": 2.514092372724917, "empirical_fa_loss": 2.6319161703795744, "empirical_gap": 0.11782379765465745, "fixed_bp_loss": 2.502260661439939, "fixed_fa_loss": 2.633151497299709, "fixed_gap": 0.13089083585977024, "kfa_fro_drift": 0.00572477959405, "kbp_fro_drift": 0.0012925023218566818, "fa_bp_overlap_0": 0.9810070679121838, "fa_bp_overlap_s": 0.9810640755854323, "fa_bp_overlap_slope": 5.700767324845479e-05, "fa_directional_gain_s": 623.6097227055064, "bp_directional_gain_s": 756.734623711559, "fa_directional_drift_s": -0.06713291518664138, "bp_directional_drift_s": -0.07111645487633238 }, { "init_seed": 10003, "feedback_seed": 103007, "target_steps": 50, "early_steps": 2, "empirical_bp_loss": 2.514092372724917, "empirical_fa_loss": 2.6319161703795744, "empirical_gap": 0.11782379765465745, "fixed_bp_loss": 2.502260661439939, "fixed_fa_loss": 2.633151497299709, "fixed_gap": 0.13089083585977024, "kfa_fro_drift": 0.006578999517495105, "kbp_fro_drift": 0.003181860903104019, "fa_bp_overlap_0": 0.9810070679121838, "fa_bp_overlap_s": 0.9811200216951722, "fa_bp_overlap_slope": 5.647689149418378e-05, "fa_directional_gain_s": 582.1840250110769, "bp_directional_gain_s": 703.5625490907581, "fa_directional_drift_s": -0.12910223419742203, "bp_directional_drift_s": -0.1363845999138928 }, { "init_seed": 10003, "feedback_seed": 103007, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.514092372724917, "empirical_fa_loss": 2.6319161703795744, "empirical_gap": 0.11782379765465745, "fixed_bp_loss": 2.502260661439939, "fixed_fa_loss": 2.633151497299709, "fixed_gap": 0.13089083585977024, "kfa_fro_drift": 0.012928301078223934, "kbp_fro_drift": 0.006839302270798188, "fa_bp_overlap_0": 0.9810070679121838, "fa_bp_overlap_s": 0.9813741683537787, "fa_bp_overlap_slope": 7.342008831896507e-05, "fa_directional_gain_s": 474.96351264909424, "bp_directional_gain_s": 569.0260623813095, "fa_directional_drift_s": -0.2894949977441059, "bp_directional_drift_s": -0.3015266785335035 } ] }