diff options
Diffstat (limited to 'outputs/early_directional_predictors_T50_width64_N192')
| -rw-r--r-- | outputs/early_directional_predictors_T50_width64_N192/early_kernel_predictors.csv | 25 | ||||
| -rw-r--r-- | outputs/early_directional_predictors_T50_width64_N192/summary.json | 601 |
2 files changed, 626 insertions, 0 deletions
diff --git a/outputs/early_directional_predictors_T50_width64_N192/early_kernel_predictors.csv b/outputs/early_directional_predictors_T50_width64_N192/early_kernel_predictors.csv new file mode 100644 index 0000000..2c76767 --- /dev/null +++ b/outputs/early_directional_predictors_T50_width64_N192/early_kernel_predictors.csv @@ -0,0 +1,25 @@ +init_seed,feedback_seed,target_steps,early_steps,empirical_bp_loss,empirical_fa_loss,empirical_gap,fixed_bp_loss,fixed_fa_loss,fixed_gap,directional_bp_loss,directional_fa_loss,directional_gap,kfa_fro_drift,kbp_fro_drift,fa_bp_overlap_0,fa_bp_overlap_s,fa_bp_overlap_slope,fa_directional_gain_s,bp_directional_gain_s,fa_directional_drift_s,bp_directional_drift_s
+10000,100000,50,1,2.619308198504077,2.7453357630883364,0.12602756458425945,2.5988723885739176,2.74830513165478,0.14943274308086263,3.9365815081727535,3.4224077343132677,-0.5141737738594858,0.0040878337906118676,0.006844368681716129,0.9804012766310889,0.9805753602425792,0.0001740836114902944,1452.4602673307593,2034.7757927875566,-0.033517469467740806,-0.05201554254876836
+10000,100000,50,2,2.619308198504077,2.7453357630883364,0.12602756458425945,2.5988723885739176,2.74830513165478,0.14943274308086263,3.9365815081727535,3.379732093807018,-0.5568494143657357,0.010005546656975508,0.009410249518268124,0.9804012766310889,0.9806833486854503,0.00014103602718068542,1404.055850066563,1930.8412511458587,-0.06572628422066548,-0.10043774730365579
+10000,100000,50,5,2.619308198504077,2.7453357630883364,0.12602756458425945,2.5988723885739176,2.74830513165478,0.14943274308086263,3.9365815081727535,3.3247355000194765,-0.611846008153277,0.018196255119519736,0.019415290570903465,0.9804012766310889,0.9808833562253475,9.641591885172218e-05,1262.3211669089098,1647.9514888947438,-0.1600380518631204,-0.23223364282035178
+10000,100001,50,1,2.619308198504077,2.7309895936177306,0.11168139511365371,2.5988723885739176,2.744415508645007,0.1455431200710895,3.9365815081727535,3.2422373799547253,-0.6943441282180283,0.009947115283799214,0.006844368681716129,0.9786130384810569,0.9788850447406989,0.0002720062596420769,1507.9299665556316,2034.7757927875566,-0.031044645063828362,-0.05201554254876836
+10000,100001,50,2,2.619308198504077,2.7309895936177306,0.11168139511365371,2.5988723885739176,2.744415508645007,0.1455431200710895,3.9365815081727535,3.27167741672033,-0.6649040914524234,0.012128007091364773,0.009410249518268124,0.9786130384810569,0.979032864158845,0.00020991283889409962,1458.2002019505535,1930.8412511458587,-0.06299965808334582,-0.10043774730365579
+10000,100001,50,5,2.619308198504077,2.7309895936177306,0.11168139511365371,2.5988723885739176,2.744415508645007,0.1455431200710895,3.9365815081727535,3.2762229953417976,-0.6603585128309559,0.021784995521798144,0.019415290570903465,0.9786130384810569,0.9794561050565623,0.000168613315101096,1310.5920094019825,1647.9514888947438,-0.15784872387191323,-0.23223364282035178
+10000,100002,50,1,2.619308198504077,2.7187365058274935,0.09942830732341656,2.5988723885739176,2.709461977036985,0.11058958846306766,3.9365815081727535,3.9365815081727535,0.0,0.006831272550915169,0.006844368681716129,0.9801637543645603,0.9801790611992386,1.530683467831917e-05,1637.515027277028,2034.7757927875566,-0.04104927230557902,-0.05201554254876836
+10000,100002,50,2,2.619308198504077,2.7187365058274935,0.09942830732341656,2.5988723885739176,2.709461977036985,0.11058958846306766,3.9365815081727535,3.8502287582560473,-0.08635274991670627,0.009435097698109778,0.009410249518268124,0.9801637543645603,0.9801837276607526,9.986648096149686e-06,1571.6907889543184,1930.8412511458587,-0.07959682770997567,-0.10043774730365579
+10000,100002,50,5,2.619308198504077,2.7187365058274935,0.09942830732341656,2.5988723885739176,2.709461977036985,0.11058958846306766,3.9365815081727535,3.739106356331164,-0.19747515184158937,0.02039682965754353,0.019415290570903465,0.9801637543645603,0.9801383588912409,-5.079094663873462e-06,1379.2854348457076,1647.9514888947438,-0.1922719795475538,-0.23223364282035178
+10000,100003,50,1,2.619308198504077,2.721579703896914,0.10227150539283691,2.5988723885739176,2.725690614451969,0.12681822587805147,3.9365815081727535,3.9365815081727535,0.0,0.009333847543033576,0.006844368681716129,0.9767578309962299,0.9768201173961369,6.22863999070189e-05,1696.3360298356156,2034.7757927875566,-0.04305206688791463,-0.05201554254876836
+10000,100003,50,2,2.619308198504077,2.721579703896914,0.10227150539283691,2.5988723885739176,2.725690614451969,0.12681822587805147,3.9365815081727535,3.9365815081727535,0.0,0.010436118059014383,0.009410249518268124,0.9767578309962299,0.9767845185730011,1.3343788385578037e-05,1624.9249818627018,1930.8412511458587,-0.08333692410790192,-0.10043774730365579
+10000,100003,50,5,2.619308198504077,2.721579703896914,0.10227150539283691,2.5988723885739176,2.725690614451969,0.12681822587805147,3.9365815081727535,3.8069049867376124,-0.1296765214351412,0.01696565637714464,0.019415290570903465,0.9767578309962299,0.9767534173410332,-8.827310393533239e-07,1424.0116246139767,1647.9514888947438,-0.19667745250097562,-0.23223364282035178
+10001,101000,50,1,2.653980447434505,2.7777624061651207,0.12378195873061593,2.6380652556378448,2.778521072145107,0.14045581650726202,4.258063556031044,4.258063556031044,0.0,0.006449384278465708,0.006452848598642438,0.9767187913465257,0.9767830290219024,6.423767537666603e-05,1955.2379034351907,2824.9846415330303,-0.04158384098775668,-0.0622505108310974
+10001,101000,50,2,2.653980447434505,2.7777624061651207,0.12378195873061593,2.6380652556378448,2.778521072145107,0.14045581650726202,4.258063556031044,4.258063556031044,0.0,0.009353281917471272,0.010218449087478947,0.9767187913465257,0.9767856330218536,3.3420837663944436e-05,1873.2202508812027,2648.694901593643,-0.08178715506728011,-0.1207696302427228
+10001,101000,50,5,2.653980447434505,2.7777624061651207,0.12378195873061593,2.6380652556378448,2.778521072145107,0.14045581650726202,4.258063556031044,4.056970157666044,-0.20109339836499984,0.014946444104219846,0.01870765894820519,0.9767187913465257,0.9768421413161537,2.4669993925585665e-05,1642.687022645106,2163.889457098464,-0.1947896550405813,-0.28170008318668843
+10001,101001,50,1,2.653980447434505,2.770210414116305,0.11622996668180008,2.6380652556378448,2.777841377912813,0.13977612227496827,4.258063556031044,4.258063556031044,0.0,0.008335547590748943,0.006452848598642438,0.9828468942829565,0.9829518231446016,0.00010492886164514825,2126.4822491763534,2824.9846415330303,-0.04291470056205578,-0.0622505108310974
+10001,101001,50,2,2.653980447434505,2.770210414116305,0.11622996668180008,2.6380652556378448,2.777841377912813,0.13977612227496827,4.258063556031044,4.258063556031044,0.0,0.0103373747420228,0.010218449087478947,0.9828468942829565,0.9830276944509154,9.040008397948052e-05,2032.747182680001,2648.694901593643,-0.08510289856852642,-0.1207696302427228
+10001,101001,50,5,2.653980447434505,2.770210414116305,0.11622996668180008,2.6380652556378448,2.777841377912813,0.13977612227496827,4.258063556031044,4.258063556031044,0.0,0.016314459401741182,0.01870765894820519,0.9828468942829565,0.9832389286220888,7.840686782647487e-05,1767.7221720777466,2163.889457098464,-0.20438512710772513,-0.28170008318668843
+10001,101002,50,1,2.653980447434505,2.774574026801871,0.12059357936736603,2.6380652556378448,2.781840992512343,0.14377573687449807,4.258063556031044,4.258063556031044,0.0,0.0038006722698658516,0.006452848598642438,0.9827809357831696,0.9828120426609372,3.110687776763932e-05,2186.4881779155257,2824.9846415330303,-0.046910392716123406,-0.0622505108310974
+10001,101002,50,2,2.653980447434505,2.774574026801871,0.12059357936736603,2.6380652556378448,2.781840992512343,0.14377573687449807,4.258063556031044,4.258063556031044,0.0,0.01054127676980768,0.010218449087478947,0.9827809357831696,0.982798676578468,8.870397649185513e-06,2081.1527692821765,2648.694901593643,-0.09282606894134571,-0.1207696302427228
+10001,101002,50,5,2.653980447434505,2.774574026801871,0.12059357936736603,2.6380652556378448,2.781840992512343,0.14377573687449807,4.258063556031044,4.258063556031044,0.0,0.017077655150524288,0.01870765894820519,0.9827809357831696,0.9828145269409201,6.718231550095765e-06,1789.4436443243712,2163.889457098464,-0.21998199786670175,-0.28170008318668843
+10001,101003,50,1,2.653980447434505,2.7683747927037423,0.11439434526923753,2.6380652556378448,2.770321563201019,0.1322563075631744,4.258063556031044,4.258063556031044,0.0,0.006224363466789685,0.006452848598642438,0.9790319641994016,0.9791416575920152,0.00010969339261357458,2055.7498115006415,2824.9846415330303,-0.04299067586936735,-0.0622505108310974
+10001,101003,50,2,2.653980447434505,2.7683747927037423,0.11439434526923753,2.6380652556378448,2.770321563201019,0.1322563075631744,4.258063556031044,4.258063556031044,0.0,0.009288627734957216,0.010218449087478947,0.9790319641994016,0.9792354846802286,0.0001017602404134732,1966.4476534134685,2648.694901593643,-0.08456334073174507,-0.1207696302427228
+10001,101003,50,5,2.653980447434505,2.7683747927037423,0.11439434526923753,2.6380652556378448,2.770321563201019,0.1322563075631744,4.258063556031044,4.213053796797051,-0.04500975923399331,0.016160901881273376,0.01870765894820519,0.9790319641994016,0.9795047225328266,9.455166668499437e-05,1713.8745973157402,2163.889457098464,-0.20214319814311466,-0.28170008318668843
diff --git a/outputs/early_directional_predictors_T50_width64_N192/summary.json b/outputs/early_directional_predictors_T50_width64_N192/summary.json new file mode 100644 index 0000000..2ff0b19 --- /dev/null +++ b/outputs/early_directional_predictors_T50_width64_N192/summary.json @@ -0,0 +1,601 @@ +{ + "config": { + "input_dim": 16, + "output_dim": 4, + "width": 64, + "train_samples": 192, + "test_samples": 512, + "target_steps": 50, + "early_steps": [ + 1, + 2, + 5 + ], + "lr": 0.001, + "init_seeds": 2, + "feedback_seeds": 4, + "data_seed": 123, + "feedback_scale": "relu", + "device": "cpu", + "torch_threads": 8, + "outdir": "outputs/early_directional_predictors_T50_width64_N192" + }, + "rows": [ + { + "init_seed": 10000, + "feedback_seed": 100000, + "target_steps": 50, + "early_steps": 1, + "empirical_bp_loss": 2.619308198504077, + "empirical_fa_loss": 2.7453357630883364, + "empirical_gap": 0.12602756458425945, + "fixed_bp_loss": 2.5988723885739176, + "fixed_fa_loss": 2.74830513165478, + "fixed_gap": 0.14943274308086263, + "directional_bp_loss": 3.9365815081727535, + "directional_fa_loss": 3.4224077343132677, + "directional_gap": -0.5141737738594858, + "kfa_fro_drift": 0.0040878337906118676, + "kbp_fro_drift": 0.006844368681716129, + "fa_bp_overlap_0": 0.9804012766310889, + "fa_bp_overlap_s": 0.9805753602425792, + "fa_bp_overlap_slope": 0.0001740836114902944, + "fa_directional_gain_s": 1452.4602673307593, + "bp_directional_gain_s": 2034.7757927875566, + "fa_directional_drift_s": -0.033517469467740806, + "bp_directional_drift_s": -0.05201554254876836 + }, + { + "init_seed": 10000, + "feedback_seed": 100000, + "target_steps": 50, + "early_steps": 2, + "empirical_bp_loss": 2.619308198504077, + "empirical_fa_loss": 2.7453357630883364, + "empirical_gap": 0.12602756458425945, + "fixed_bp_loss": 2.5988723885739176, + "fixed_fa_loss": 2.74830513165478, + "fixed_gap": 0.14943274308086263, + "directional_bp_loss": 3.9365815081727535, + "directional_fa_loss": 3.379732093807018, + "directional_gap": -0.5568494143657357, + "kfa_fro_drift": 0.010005546656975508, + "kbp_fro_drift": 0.009410249518268124, + "fa_bp_overlap_0": 0.9804012766310889, + "fa_bp_overlap_s": 0.9806833486854503, + "fa_bp_overlap_slope": 0.00014103602718068542, + "fa_directional_gain_s": 1404.055850066563, + "bp_directional_gain_s": 1930.8412511458587, + "fa_directional_drift_s": -0.06572628422066548, + "bp_directional_drift_s": -0.10043774730365579 + }, + { + "init_seed": 10000, + "feedback_seed": 100000, + "target_steps": 50, + "early_steps": 5, + "empirical_bp_loss": 2.619308198504077, + "empirical_fa_loss": 2.7453357630883364, + "empirical_gap": 0.12602756458425945, + "fixed_bp_loss": 2.5988723885739176, + "fixed_fa_loss": 2.74830513165478, + "fixed_gap": 0.14943274308086263, + "directional_bp_loss": 3.9365815081727535, + "directional_fa_loss": 3.3247355000194765, + "directional_gap": -0.611846008153277, + "kfa_fro_drift": 0.018196255119519736, + "kbp_fro_drift": 0.019415290570903465, + "fa_bp_overlap_0": 0.9804012766310889, + "fa_bp_overlap_s": 0.9808833562253475, + "fa_bp_overlap_slope": 9.641591885172218e-05, + "fa_directional_gain_s": 1262.3211669089098, + "bp_directional_gain_s": 1647.9514888947438, + "fa_directional_drift_s": -0.1600380518631204, + "bp_directional_drift_s": -0.23223364282035178 + }, + { + "init_seed": 10000, + "feedback_seed": 100001, + "target_steps": 50, + "early_steps": 1, + "empirical_bp_loss": 2.619308198504077, + "empirical_fa_loss": 2.7309895936177306, + "empirical_gap": 0.11168139511365371, + "fixed_bp_loss": 2.5988723885739176, + "fixed_fa_loss": 2.744415508645007, + "fixed_gap": 0.1455431200710895, + "directional_bp_loss": 3.9365815081727535, + "directional_fa_loss": 3.2422373799547253, + "directional_gap": -0.6943441282180283, + "kfa_fro_drift": 0.009947115283799214, + "kbp_fro_drift": 0.006844368681716129, + "fa_bp_overlap_0": 0.9786130384810569, + "fa_bp_overlap_s": 0.9788850447406989, + "fa_bp_overlap_slope": 0.0002720062596420769, + "fa_directional_gain_s": 1507.9299665556316, + "bp_directional_gain_s": 2034.7757927875566, + "fa_directional_drift_s": -0.031044645063828362, + "bp_directional_drift_s": -0.05201554254876836 + }, + { + "init_seed": 10000, + "feedback_seed": 100001, + "target_steps": 50, + "early_steps": 2, + "empirical_bp_loss": 2.619308198504077, + "empirical_fa_loss": 2.7309895936177306, + "empirical_gap": 0.11168139511365371, + "fixed_bp_loss": 2.5988723885739176, + "fixed_fa_loss": 2.744415508645007, + "fixed_gap": 0.1455431200710895, + "directional_bp_loss": 3.9365815081727535, + "directional_fa_loss": 3.27167741672033, + "directional_gap": -0.6649040914524234, + "kfa_fro_drift": 0.012128007091364773, + "kbp_fro_drift": 0.009410249518268124, + "fa_bp_overlap_0": 0.9786130384810569, + "fa_bp_overlap_s": 0.979032864158845, + "fa_bp_overlap_slope": 0.00020991283889409962, + "fa_directional_gain_s": 1458.2002019505535, + "bp_directional_gain_s": 1930.8412511458587, + "fa_directional_drift_s": -0.06299965808334582, + "bp_directional_drift_s": -0.10043774730365579 + }, + { + "init_seed": 10000, + "feedback_seed": 100001, + "target_steps": 50, + "early_steps": 5, + "empirical_bp_loss": 2.619308198504077, + "empirical_fa_loss": 2.7309895936177306, + "empirical_gap": 0.11168139511365371, + "fixed_bp_loss": 2.5988723885739176, + "fixed_fa_loss": 2.744415508645007, + "fixed_gap": 0.1455431200710895, + "directional_bp_loss": 3.9365815081727535, + "directional_fa_loss": 3.2762229953417976, + "directional_gap": -0.6603585128309559, + "kfa_fro_drift": 0.021784995521798144, + "kbp_fro_drift": 0.019415290570903465, + "fa_bp_overlap_0": 0.9786130384810569, + "fa_bp_overlap_s": 0.9794561050565623, + "fa_bp_overlap_slope": 0.000168613315101096, + "fa_directional_gain_s": 1310.5920094019825, + "bp_directional_gain_s": 1647.9514888947438, + "fa_directional_drift_s": -0.15784872387191323, + "bp_directional_drift_s": -0.23223364282035178 + }, + { + "init_seed": 10000, + "feedback_seed": 100002, + "target_steps": 50, + "early_steps": 1, + "empirical_bp_loss": 2.619308198504077, + "empirical_fa_loss": 2.7187365058274935, + "empirical_gap": 0.09942830732341656, + "fixed_bp_loss": 2.5988723885739176, + "fixed_fa_loss": 2.709461977036985, + "fixed_gap": 0.11058958846306766, + "directional_bp_loss": 3.9365815081727535, + "directional_fa_loss": 3.9365815081727535, + "directional_gap": 0.0, + "kfa_fro_drift": 0.006831272550915169, + "kbp_fro_drift": 0.006844368681716129, + "fa_bp_overlap_0": 0.9801637543645603, + "fa_bp_overlap_s": 0.9801790611992386, + "fa_bp_overlap_slope": 1.530683467831917e-05, + "fa_directional_gain_s": 1637.515027277028, + "bp_directional_gain_s": 2034.7757927875566, + "fa_directional_drift_s": -0.04104927230557902, + "bp_directional_drift_s": -0.05201554254876836 + }, + { + "init_seed": 10000, + "feedback_seed": 100002, + "target_steps": 50, + "early_steps": 2, + "empirical_bp_loss": 2.619308198504077, + "empirical_fa_loss": 2.7187365058274935, + "empirical_gap": 0.09942830732341656, + "fixed_bp_loss": 2.5988723885739176, + "fixed_fa_loss": 2.709461977036985, + "fixed_gap": 0.11058958846306766, + "directional_bp_loss": 3.9365815081727535, + "directional_fa_loss": 3.8502287582560473, + "directional_gap": -0.08635274991670627, + "kfa_fro_drift": 0.009435097698109778, + "kbp_fro_drift": 0.009410249518268124, + "fa_bp_overlap_0": 0.9801637543645603, + "fa_bp_overlap_s": 0.9801837276607526, + "fa_bp_overlap_slope": 9.986648096149686e-06, + "fa_directional_gain_s": 1571.6907889543184, + "bp_directional_gain_s": 1930.8412511458587, + "fa_directional_drift_s": -0.07959682770997567, + "bp_directional_drift_s": -0.10043774730365579 + }, + { + "init_seed": 10000, + "feedback_seed": 100002, + "target_steps": 50, + "early_steps": 5, + "empirical_bp_loss": 2.619308198504077, + "empirical_fa_loss": 2.7187365058274935, + "empirical_gap": 0.09942830732341656, + "fixed_bp_loss": 2.5988723885739176, + "fixed_fa_loss": 2.709461977036985, + "fixed_gap": 0.11058958846306766, + "directional_bp_loss": 3.9365815081727535, + "directional_fa_loss": 3.739106356331164, + "directional_gap": -0.19747515184158937, + "kfa_fro_drift": 0.02039682965754353, + "kbp_fro_drift": 0.019415290570903465, + "fa_bp_overlap_0": 0.9801637543645603, + "fa_bp_overlap_s": 0.9801383588912409, + "fa_bp_overlap_slope": -5.079094663873462e-06, + "fa_directional_gain_s": 1379.2854348457076, + "bp_directional_gain_s": 1647.9514888947438, + "fa_directional_drift_s": -0.1922719795475538, + "bp_directional_drift_s": -0.23223364282035178 + }, + { + "init_seed": 10000, + "feedback_seed": 100003, + "target_steps": 50, + "early_steps": 1, + "empirical_bp_loss": 2.619308198504077, + "empirical_fa_loss": 2.721579703896914, + "empirical_gap": 0.10227150539283691, + "fixed_bp_loss": 2.5988723885739176, + "fixed_fa_loss": 2.725690614451969, + "fixed_gap": 0.12681822587805147, + "directional_bp_loss": 3.9365815081727535, + "directional_fa_loss": 3.9365815081727535, + "directional_gap": 0.0, + "kfa_fro_drift": 0.009333847543033576, + "kbp_fro_drift": 0.006844368681716129, + "fa_bp_overlap_0": 0.9767578309962299, + "fa_bp_overlap_s": 0.9768201173961369, + "fa_bp_overlap_slope": 6.22863999070189e-05, + "fa_directional_gain_s": 1696.3360298356156, + "bp_directional_gain_s": 2034.7757927875566, + "fa_directional_drift_s": -0.04305206688791463, + "bp_directional_drift_s": -0.05201554254876836 + }, + { + "init_seed": 10000, + "feedback_seed": 100003, + "target_steps": 50, + "early_steps": 2, + "empirical_bp_loss": 2.619308198504077, + "empirical_fa_loss": 2.721579703896914, + "empirical_gap": 0.10227150539283691, + "fixed_bp_loss": 2.5988723885739176, + "fixed_fa_loss": 2.725690614451969, + "fixed_gap": 0.12681822587805147, + "directional_bp_loss": 3.9365815081727535, + "directional_fa_loss": 3.9365815081727535, + "directional_gap": 0.0, + "kfa_fro_drift": 0.010436118059014383, + "kbp_fro_drift": 0.009410249518268124, + "fa_bp_overlap_0": 0.9767578309962299, + "fa_bp_overlap_s": 0.9767845185730011, + "fa_bp_overlap_slope": 1.3343788385578037e-05, + "fa_directional_gain_s": 1624.9249818627018, + "bp_directional_gain_s": 1930.8412511458587, + "fa_directional_drift_s": -0.08333692410790192, + "bp_directional_drift_s": -0.10043774730365579 + }, + { + "init_seed": 10000, + "feedback_seed": 100003, + "target_steps": 50, + "early_steps": 5, + "empirical_bp_loss": 2.619308198504077, + "empirical_fa_loss": 2.721579703896914, + "empirical_gap": 0.10227150539283691, + "fixed_bp_loss": 2.5988723885739176, + "fixed_fa_loss": 2.725690614451969, + "fixed_gap": 0.12681822587805147, + "directional_bp_loss": 3.9365815081727535, + "directional_fa_loss": 3.8069049867376124, + "directional_gap": -0.1296765214351412, + "kfa_fro_drift": 0.01696565637714464, + "kbp_fro_drift": 0.019415290570903465, + "fa_bp_overlap_0": 0.9767578309962299, + "fa_bp_overlap_s": 0.9767534173410332, + "fa_bp_overlap_slope": -8.827310393533239e-07, + "fa_directional_gain_s": 1424.0116246139767, + "bp_directional_gain_s": 1647.9514888947438, + "fa_directional_drift_s": -0.19667745250097562, + "bp_directional_drift_s": -0.23223364282035178 + }, + { + "init_seed": 10001, + "feedback_seed": 101000, + "target_steps": 50, + "early_steps": 1, + "empirical_bp_loss": 2.653980447434505, + "empirical_fa_loss": 2.7777624061651207, + "empirical_gap": 0.12378195873061593, + "fixed_bp_loss": 2.6380652556378448, + "fixed_fa_loss": 2.778521072145107, + "fixed_gap": 0.14045581650726202, + "directional_bp_loss": 4.258063556031044, + "directional_fa_loss": 4.258063556031044, + "directional_gap": 0.0, + "kfa_fro_drift": 0.006449384278465708, + "kbp_fro_drift": 0.006452848598642438, + "fa_bp_overlap_0": 0.9767187913465257, + "fa_bp_overlap_s": 0.9767830290219024, + "fa_bp_overlap_slope": 6.423767537666603e-05, + "fa_directional_gain_s": 1955.2379034351907, + "bp_directional_gain_s": 2824.9846415330303, + "fa_directional_drift_s": -0.04158384098775668, + "bp_directional_drift_s": -0.0622505108310974 + }, + { + "init_seed": 10001, + "feedback_seed": 101000, + "target_steps": 50, + "early_steps": 2, + "empirical_bp_loss": 2.653980447434505, + "empirical_fa_loss": 2.7777624061651207, + "empirical_gap": 0.12378195873061593, + "fixed_bp_loss": 2.6380652556378448, + "fixed_fa_loss": 2.778521072145107, + "fixed_gap": 0.14045581650726202, + "directional_bp_loss": 4.258063556031044, + "directional_fa_loss": 4.258063556031044, + "directional_gap": 0.0, + "kfa_fro_drift": 0.009353281917471272, + "kbp_fro_drift": 0.010218449087478947, + "fa_bp_overlap_0": 0.9767187913465257, + "fa_bp_overlap_s": 0.9767856330218536, + "fa_bp_overlap_slope": 3.3420837663944436e-05, + "fa_directional_gain_s": 1873.2202508812027, + "bp_directional_gain_s": 2648.694901593643, + "fa_directional_drift_s": -0.08178715506728011, + "bp_directional_drift_s": -0.1207696302427228 + }, + { + "init_seed": 10001, + "feedback_seed": 101000, + "target_steps": 50, + "early_steps": 5, + "empirical_bp_loss": 2.653980447434505, + "empirical_fa_loss": 2.7777624061651207, + "empirical_gap": 0.12378195873061593, + "fixed_bp_loss": 2.6380652556378448, + "fixed_fa_loss": 2.778521072145107, + "fixed_gap": 0.14045581650726202, + "directional_bp_loss": 4.258063556031044, + "directional_fa_loss": 4.056970157666044, + "directional_gap": -0.20109339836499984, + "kfa_fro_drift": 0.014946444104219846, + "kbp_fro_drift": 0.01870765894820519, + "fa_bp_overlap_0": 0.9767187913465257, + "fa_bp_overlap_s": 0.9768421413161537, + "fa_bp_overlap_slope": 2.4669993925585665e-05, + "fa_directional_gain_s": 1642.687022645106, + "bp_directional_gain_s": 2163.889457098464, + "fa_directional_drift_s": -0.1947896550405813, + "bp_directional_drift_s": -0.28170008318668843 + }, + { + "init_seed": 10001, + "feedback_seed": 101001, + "target_steps": 50, + "early_steps": 1, + "empirical_bp_loss": 2.653980447434505, + "empirical_fa_loss": 2.770210414116305, + "empirical_gap": 0.11622996668180008, + "fixed_bp_loss": 2.6380652556378448, + "fixed_fa_loss": 2.777841377912813, + "fixed_gap": 0.13977612227496827, + "directional_bp_loss": 4.258063556031044, + "directional_fa_loss": 4.258063556031044, + "directional_gap": 0.0, + "kfa_fro_drift": 0.008335547590748943, + "kbp_fro_drift": 0.006452848598642438, + "fa_bp_overlap_0": 0.9828468942829565, + "fa_bp_overlap_s": 0.9829518231446016, + "fa_bp_overlap_slope": 0.00010492886164514825, + "fa_directional_gain_s": 2126.4822491763534, + "bp_directional_gain_s": 2824.9846415330303, + "fa_directional_drift_s": -0.04291470056205578, + "bp_directional_drift_s": -0.0622505108310974 + }, + { + "init_seed": 10001, + "feedback_seed": 101001, + "target_steps": 50, + "early_steps": 2, + "empirical_bp_loss": 2.653980447434505, + "empirical_fa_loss": 2.770210414116305, + "empirical_gap": 0.11622996668180008, + "fixed_bp_loss": 2.6380652556378448, + "fixed_fa_loss": 2.777841377912813, + "fixed_gap": 0.13977612227496827, + "directional_bp_loss": 4.258063556031044, + "directional_fa_loss": 4.258063556031044, + "directional_gap": 0.0, + "kfa_fro_drift": 0.0103373747420228, + "kbp_fro_drift": 0.010218449087478947, + "fa_bp_overlap_0": 0.9828468942829565, + "fa_bp_overlap_s": 0.9830276944509154, + "fa_bp_overlap_slope": 9.040008397948052e-05, + "fa_directional_gain_s": 2032.747182680001, + "bp_directional_gain_s": 2648.694901593643, + "fa_directional_drift_s": -0.08510289856852642, + "bp_directional_drift_s": -0.1207696302427228 + }, + { + "init_seed": 10001, + "feedback_seed": 101001, + "target_steps": 50, + "early_steps": 5, + "empirical_bp_loss": 2.653980447434505, + "empirical_fa_loss": 2.770210414116305, + "empirical_gap": 0.11622996668180008, + "fixed_bp_loss": 2.6380652556378448, + "fixed_fa_loss": 2.777841377912813, + "fixed_gap": 0.13977612227496827, + "directional_bp_loss": 4.258063556031044, + "directional_fa_loss": 4.258063556031044, + "directional_gap": 0.0, + "kfa_fro_drift": 0.016314459401741182, + "kbp_fro_drift": 0.01870765894820519, + "fa_bp_overlap_0": 0.9828468942829565, + "fa_bp_overlap_s": 0.9832389286220888, + "fa_bp_overlap_slope": 7.840686782647487e-05, + "fa_directional_gain_s": 1767.7221720777466, + "bp_directional_gain_s": 2163.889457098464, + "fa_directional_drift_s": -0.20438512710772513, + "bp_directional_drift_s": -0.28170008318668843 + }, + { + "init_seed": 10001, + "feedback_seed": 101002, + "target_steps": 50, + "early_steps": 1, + "empirical_bp_loss": 2.653980447434505, + "empirical_fa_loss": 2.774574026801871, + "empirical_gap": 0.12059357936736603, + "fixed_bp_loss": 2.6380652556378448, + "fixed_fa_loss": 2.781840992512343, + "fixed_gap": 0.14377573687449807, + "directional_bp_loss": 4.258063556031044, + "directional_fa_loss": 4.258063556031044, + "directional_gap": 0.0, + "kfa_fro_drift": 0.0038006722698658516, + "kbp_fro_drift": 0.006452848598642438, + "fa_bp_overlap_0": 0.9827809357831696, + "fa_bp_overlap_s": 0.9828120426609372, + "fa_bp_overlap_slope": 3.110687776763932e-05, + "fa_directional_gain_s": 2186.4881779155257, + "bp_directional_gain_s": 2824.9846415330303, + "fa_directional_drift_s": -0.046910392716123406, + "bp_directional_drift_s": -0.0622505108310974 + }, + { + "init_seed": 10001, + "feedback_seed": 101002, + "target_steps": 50, + "early_steps": 2, + "empirical_bp_loss": 2.653980447434505, + "empirical_fa_loss": 2.774574026801871, + "empirical_gap": 0.12059357936736603, + "fixed_bp_loss": 2.6380652556378448, + "fixed_fa_loss": 2.781840992512343, + "fixed_gap": 0.14377573687449807, + "directional_bp_loss": 4.258063556031044, + "directional_fa_loss": 4.258063556031044, + "directional_gap": 0.0, + "kfa_fro_drift": 0.01054127676980768, + "kbp_fro_drift": 0.010218449087478947, + "fa_bp_overlap_0": 0.9827809357831696, + "fa_bp_overlap_s": 0.982798676578468, + "fa_bp_overlap_slope": 8.870397649185513e-06, + "fa_directional_gain_s": 2081.1527692821765, + "bp_directional_gain_s": 2648.694901593643, + "fa_directional_drift_s": -0.09282606894134571, + "bp_directional_drift_s": -0.1207696302427228 + }, + { + "init_seed": 10001, + "feedback_seed": 101002, + "target_steps": 50, + "early_steps": 5, + "empirical_bp_loss": 2.653980447434505, + "empirical_fa_loss": 2.774574026801871, + "empirical_gap": 0.12059357936736603, + "fixed_bp_loss": 2.6380652556378448, + "fixed_fa_loss": 2.781840992512343, + "fixed_gap": 0.14377573687449807, + "directional_bp_loss": 4.258063556031044, + "directional_fa_loss": 4.258063556031044, + "directional_gap": 0.0, + "kfa_fro_drift": 0.017077655150524288, + "kbp_fro_drift": 0.01870765894820519, + "fa_bp_overlap_0": 0.9827809357831696, + "fa_bp_overlap_s": 0.9828145269409201, + "fa_bp_overlap_slope": 6.718231550095765e-06, + "fa_directional_gain_s": 1789.4436443243712, + "bp_directional_gain_s": 2163.889457098464, + "fa_directional_drift_s": -0.21998199786670175, + "bp_directional_drift_s": -0.28170008318668843 + }, + { + "init_seed": 10001, + "feedback_seed": 101003, + "target_steps": 50, + "early_steps": 1, + "empirical_bp_loss": 2.653980447434505, + "empirical_fa_loss": 2.7683747927037423, + "empirical_gap": 0.11439434526923753, + "fixed_bp_loss": 2.6380652556378448, + "fixed_fa_loss": 2.770321563201019, + "fixed_gap": 0.1322563075631744, + "directional_bp_loss": 4.258063556031044, + "directional_fa_loss": 4.258063556031044, + "directional_gap": 0.0, + "kfa_fro_drift": 0.006224363466789685, + "kbp_fro_drift": 0.006452848598642438, + "fa_bp_overlap_0": 0.9790319641994016, + "fa_bp_overlap_s": 0.9791416575920152, + "fa_bp_overlap_slope": 0.00010969339261357458, + "fa_directional_gain_s": 2055.7498115006415, + "bp_directional_gain_s": 2824.9846415330303, + "fa_directional_drift_s": -0.04299067586936735, + "bp_directional_drift_s": -0.0622505108310974 + }, + { + "init_seed": 10001, + "feedback_seed": 101003, + "target_steps": 50, + "early_steps": 2, + "empirical_bp_loss": 2.653980447434505, + "empirical_fa_loss": 2.7683747927037423, + "empirical_gap": 0.11439434526923753, + "fixed_bp_loss": 2.6380652556378448, + "fixed_fa_loss": 2.770321563201019, + "fixed_gap": 0.1322563075631744, + "directional_bp_loss": 4.258063556031044, + "directional_fa_loss": 4.258063556031044, + "directional_gap": 0.0, + "kfa_fro_drift": 0.009288627734957216, + "kbp_fro_drift": 0.010218449087478947, + "fa_bp_overlap_0": 0.9790319641994016, + "fa_bp_overlap_s": 0.9792354846802286, + "fa_bp_overlap_slope": 0.0001017602404134732, + "fa_directional_gain_s": 1966.4476534134685, + "bp_directional_gain_s": 2648.694901593643, + "fa_directional_drift_s": -0.08456334073174507, + "bp_directional_drift_s": -0.1207696302427228 + }, + { + "init_seed": 10001, + "feedback_seed": 101003, + "target_steps": 50, + "early_steps": 5, + "empirical_bp_loss": 2.653980447434505, + "empirical_fa_loss": 2.7683747927037423, + "empirical_gap": 0.11439434526923753, + "fixed_bp_loss": 2.6380652556378448, + "fixed_fa_loss": 2.770321563201019, + "fixed_gap": 0.1322563075631744, + "directional_bp_loss": 4.258063556031044, + "directional_fa_loss": 4.213053796797051, + "directional_gap": -0.04500975923399331, + "kfa_fro_drift": 0.016160901881273376, + "kbp_fro_drift": 0.01870765894820519, + "fa_bp_overlap_0": 0.9790319641994016, + "fa_bp_overlap_s": 0.9795047225328266, + "fa_bp_overlap_slope": 9.455166668499437e-05, + "fa_directional_gain_s": 1713.8745973157402, + "bp_directional_gain_s": 2163.889457098464, + "fa_directional_drift_s": -0.20214319814311466, + "bp_directional_drift_s": -0.28170008318668843 + } + ] +} |
