summaryrefslogtreecommitdiff
path: root/outputs/compressed_operator_T50_width64_N160
diff options
context:
space:
mode:
Diffstat (limited to 'outputs/compressed_operator_T50_width64_N160')
-rw-r--r--outputs/compressed_operator_T50_width64_N160/compressed_operator_rows.csv25
-rw-r--r--outputs/compressed_operator_T50_width64_N160/summary.json457
2 files changed, 482 insertions, 0 deletions
diff --git a/outputs/compressed_operator_T50_width64_N160/compressed_operator_rows.csv b/outputs/compressed_operator_T50_width64_N160/compressed_operator_rows.csv
new file mode 100644
index 0000000..58d048b
--- /dev/null
+++ b/outputs/compressed_operator_T50_width64_N160/compressed_operator_rows.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,compressed_fa_loss,compressed_gap,alpha_s,alpha_slope,fixed_gap_error,compressed_gap_error
+10000,100000,50,1,2.4549863161653933,2.5764544322986973,0.121468116133304,2.4311778933673613,2.5757611470147017,0.14458325364734037,2.5738683360549963,0.14269044268763498,0.0003956649195478268,0.0003956649195478268,0.023115137514036377,0.021222326554330984
+10000,100000,50,2,2.4549863161653933,2.5764544322986973,0.121468116133304,2.4311778933673613,2.5757611470147017,0.14458325364734037,2.574688431740282,0.1435105383729205,0.0004478409387059087,0.00022392046935295435,0.023115137514036377,0.0220424222396165
+10000,100000,50,5,2.4549863161653933,2.5764544322986973,0.121468116133304,2.4311778933673613,2.5757611470147017,0.14458325364734037,2.5757611470147017,0.14458325364734037,0.0,0.0,0.023115137514036377,0.023115137514036377
+10000,100001,50,1,2.4549863161653933,2.567061745852265,0.11207542968687179,2.4311778933673613,2.577886418855946,0.14670852548858448,2.5480004883874803,0.11682259502011894,0.006949748244570599,0.006949748244570599,0.0346330958017127,0.00474716533324715
+10000,100001,50,2,2.4549863161653933,2.567061745852265,0.11207542968687179,2.4311778933673613,2.577886418855946,0.14670852548858448,2.5521223888732387,0.12094449550587738,0.011912610594095647,0.005956305297047823,0.0346330958017127,0.008869065819005595
+10000,100001,50,5,2.4549863161653933,2.567061745852265,0.11207542968687179,2.4311778933673613,2.577886418855946,0.14670852548858448,2.5540512486971436,0.12287335532978227,0.027476828636534487,0.005495365727306897,0.0346330958017127,0.010797925642910489
+10000,100002,50,1,2.4549863161653933,2.5572416172407086,0.10225530107531533,2.4311778933673613,2.5455627549822717,0.11438486161491035,2.5455627549822717,0.11438486161491035,0.0,0.0,0.012129560539595019,0.012129560539595019
+10000,100002,50,2,2.4549863161653933,2.5572416172407086,0.10225530107531533,2.4311778933673613,2.5455627549822717,0.11438486161491035,2.5455627549822717,0.11438486161491035,0.0,0.0,0.012129560539595019,0.012129560539595019
+10000,100002,50,5,2.4549863161653933,2.5572416172407086,0.10225530107531533,2.4311778933673613,2.5455627549822717,0.11438486161491035,2.5455627549822717,0.11438486161491035,0.0,0.0,0.012129560539595019,0.012129560539595019
+10000,100003,50,1,2.4549863161653933,2.5591507272465663,0.10416441108117303,2.4311778933673613,2.5636270424916114,0.1324491491242501,2.560586589287136,0.12940869591977444,0.0007618859685849694,0.0007618859685849694,0.028284738043077073,0.025244284838601416
+10000,100003,50,2,2.4549863161653933,2.5591507272465663,0.10416441108117303,2.4311778933673613,2.5636270424916114,0.1324491491242501,2.5612958171927045,0.13011792382534315,0.0011671616571770104,0.0005835808285885052,0.028284738043077073,0.025953512744170126
+10000,100003,50,5,2.4549863161653933,2.5591507272465663,0.10416441108117303,2.4311778933673613,2.5636270424916114,0.1324491491242501,2.561259122840755,0.13008122947339373,0.002963986583180201,0.0005927973166360401,0.028284738043077073,0.02591681839222071
+10001,101000,50,1,2.573611931727511,2.705916865681692,0.13230493395418108,2.55265858151857,2.703496137482394,0.15083755596382398,2.703496137482394,0.15083755596382398,0.0,0.0,0.018532622009642896,0.018532622009642896
+10001,101000,50,2,2.573611931727511,2.705916865681692,0.13230493395418108,2.55265858151857,2.703496137482394,0.15083755596382398,2.703496137482394,0.15083755596382398,0.0,0.0,0.018532622009642896,0.018532622009642896
+10001,101000,50,5,2.573611931727511,2.705916865681692,0.13230493395418108,2.55265858151857,2.703496137482394,0.15083755596382398,2.703496137482394,0.15083755596382398,0.0,0.0,0.018532622009642896,0.018532622009642896
+10001,101001,50,1,2.573611931727511,2.669515380319086,0.09590344859157529,2.55265858151857,2.676273564422429,0.12361498290385908,2.6597991065282836,0.10714052500971372,0.004359878210561111,0.004359878210561111,0.027711534312283792,0.011237076418138425
+10001,101001,50,2,2.573611931727511,2.669515380319086,0.09590344859157529,2.55265858151857,2.676273564422429,0.12361498290385908,2.6614746060157275,0.10881602449715766,0.007810408918930443,0.0039052044594652213,0.027711534312283792,0.012912575905582369
+10001,101001,50,5,2.573611931727511,2.669515380319086,0.09590344859157529,2.55265858151857,2.676273564422429,0.12361498290385908,2.6625066993257005,0.10984811780713066,0.01813208384997925,0.00362641676999585,0.027711534312283792,0.013944669215555372
+10001,101002,50,1,2.573611931727511,2.696062503930593,0.12245057220308242,2.55265858151857,2.6973619580157178,0.14470337649714793,2.6973619580157178,0.14470337649714793,0.0,0.0,0.02225280429406551,0.02225280429406551
+10001,101002,50,2,2.573611931727511,2.696062503930593,0.12245057220308242,2.55265858151857,2.6973619580157178,0.14470337649714793,2.6973619580157178,0.14470337649714793,0.0,0.0,0.02225280429406551,0.02225280429406551
+10001,101002,50,5,2.573611931727511,2.696062503930593,0.12245057220308242,2.55265858151857,2.6973619580157178,0.14470337649714793,2.6973619580157178,0.14470337649714793,0.0,0.0,0.02225280429406551,0.02225280429406551
+10001,101003,50,1,2.573611931727511,2.6848048669362856,0.11119293520877482,2.55265858151857,2.6818777011922634,0.1292191196736936,2.6818777011922634,0.1292191196736936,0.0,0.0,0.01802618446491877,0.01802618446491877
+10001,101003,50,2,2.573611931727511,2.6848048669362856,0.11119293520877482,2.55265858151857,2.6818777011922634,0.1292191196736936,2.6818777011922634,0.1292191196736936,0.0,0.0,0.01802618446491877,0.01802618446491877
+10001,101003,50,5,2.573611931727511,2.6848048669362856,0.11119293520877482,2.55265858151857,2.6818777011922634,0.1292191196736936,2.6818777011922634,0.1292191196736936,0.0,0.0,0.01802618446491877,0.01802618446491877
diff --git a/outputs/compressed_operator_T50_width64_N160/summary.json b/outputs/compressed_operator_T50_width64_N160/summary.json
new file mode 100644
index 0000000..eabe6f2
--- /dev/null
+++ b/outputs/compressed_operator_T50_width64_N160/summary.json
@@ -0,0 +1,457 @@
+{
+ "config": {
+ "input_dim": 16,
+ "output_dim": 4,
+ "width": 64,
+ "train_samples": 160,
+ "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": 4,
+ "outdir": "outputs/compressed_operator_T50_width64_N160"
+ },
+ "rows": [
+ {
+ "init_seed": 10000,
+ "feedback_seed": 100000,
+ "target_steps": 50,
+ "early_steps": 1,
+ "empirical_bp_loss": 2.4549863161653933,
+ "empirical_fa_loss": 2.5764544322986973,
+ "empirical_gap": 0.121468116133304,
+ "fixed_bp_loss": 2.4311778933673613,
+ "fixed_fa_loss": 2.5757611470147017,
+ "fixed_gap": 0.14458325364734037,
+ "compressed_fa_loss": 2.5738683360549963,
+ "compressed_gap": 0.14269044268763498,
+ "alpha_s": 0.0003956649195478268,
+ "alpha_slope": 0.0003956649195478268,
+ "fixed_gap_error": 0.023115137514036377,
+ "compressed_gap_error": 0.021222326554330984
+ },
+ {
+ "init_seed": 10000,
+ "feedback_seed": 100000,
+ "target_steps": 50,
+ "early_steps": 2,
+ "empirical_bp_loss": 2.4549863161653933,
+ "empirical_fa_loss": 2.5764544322986973,
+ "empirical_gap": 0.121468116133304,
+ "fixed_bp_loss": 2.4311778933673613,
+ "fixed_fa_loss": 2.5757611470147017,
+ "fixed_gap": 0.14458325364734037,
+ "compressed_fa_loss": 2.574688431740282,
+ "compressed_gap": 0.1435105383729205,
+ "alpha_s": 0.0004478409387059087,
+ "alpha_slope": 0.00022392046935295435,
+ "fixed_gap_error": 0.023115137514036377,
+ "compressed_gap_error": 0.0220424222396165
+ },
+ {
+ "init_seed": 10000,
+ "feedback_seed": 100000,
+ "target_steps": 50,
+ "early_steps": 5,
+ "empirical_bp_loss": 2.4549863161653933,
+ "empirical_fa_loss": 2.5764544322986973,
+ "empirical_gap": 0.121468116133304,
+ "fixed_bp_loss": 2.4311778933673613,
+ "fixed_fa_loss": 2.5757611470147017,
+ "fixed_gap": 0.14458325364734037,
+ "compressed_fa_loss": 2.5757611470147017,
+ "compressed_gap": 0.14458325364734037,
+ "alpha_s": 0.0,
+ "alpha_slope": 0.0,
+ "fixed_gap_error": 0.023115137514036377,
+ "compressed_gap_error": 0.023115137514036377
+ },
+ {
+ "init_seed": 10000,
+ "feedback_seed": 100001,
+ "target_steps": 50,
+ "early_steps": 1,
+ "empirical_bp_loss": 2.4549863161653933,
+ "empirical_fa_loss": 2.567061745852265,
+ "empirical_gap": 0.11207542968687179,
+ "fixed_bp_loss": 2.4311778933673613,
+ "fixed_fa_loss": 2.577886418855946,
+ "fixed_gap": 0.14670852548858448,
+ "compressed_fa_loss": 2.5480004883874803,
+ "compressed_gap": 0.11682259502011894,
+ "alpha_s": 0.006949748244570599,
+ "alpha_slope": 0.006949748244570599,
+ "fixed_gap_error": 0.0346330958017127,
+ "compressed_gap_error": 0.00474716533324715
+ },
+ {
+ "init_seed": 10000,
+ "feedback_seed": 100001,
+ "target_steps": 50,
+ "early_steps": 2,
+ "empirical_bp_loss": 2.4549863161653933,
+ "empirical_fa_loss": 2.567061745852265,
+ "empirical_gap": 0.11207542968687179,
+ "fixed_bp_loss": 2.4311778933673613,
+ "fixed_fa_loss": 2.577886418855946,
+ "fixed_gap": 0.14670852548858448,
+ "compressed_fa_loss": 2.5521223888732387,
+ "compressed_gap": 0.12094449550587738,
+ "alpha_s": 0.011912610594095647,
+ "alpha_slope": 0.005956305297047823,
+ "fixed_gap_error": 0.0346330958017127,
+ "compressed_gap_error": 0.008869065819005595
+ },
+ {
+ "init_seed": 10000,
+ "feedback_seed": 100001,
+ "target_steps": 50,
+ "early_steps": 5,
+ "empirical_bp_loss": 2.4549863161653933,
+ "empirical_fa_loss": 2.567061745852265,
+ "empirical_gap": 0.11207542968687179,
+ "fixed_bp_loss": 2.4311778933673613,
+ "fixed_fa_loss": 2.577886418855946,
+ "fixed_gap": 0.14670852548858448,
+ "compressed_fa_loss": 2.5540512486971436,
+ "compressed_gap": 0.12287335532978227,
+ "alpha_s": 0.027476828636534487,
+ "alpha_slope": 0.005495365727306897,
+ "fixed_gap_error": 0.0346330958017127,
+ "compressed_gap_error": 0.010797925642910489
+ },
+ {
+ "init_seed": 10000,
+ "feedback_seed": 100002,
+ "target_steps": 50,
+ "early_steps": 1,
+ "empirical_bp_loss": 2.4549863161653933,
+ "empirical_fa_loss": 2.5572416172407086,
+ "empirical_gap": 0.10225530107531533,
+ "fixed_bp_loss": 2.4311778933673613,
+ "fixed_fa_loss": 2.5455627549822717,
+ "fixed_gap": 0.11438486161491035,
+ "compressed_fa_loss": 2.5455627549822717,
+ "compressed_gap": 0.11438486161491035,
+ "alpha_s": 0.0,
+ "alpha_slope": 0.0,
+ "fixed_gap_error": 0.012129560539595019,
+ "compressed_gap_error": 0.012129560539595019
+ },
+ {
+ "init_seed": 10000,
+ "feedback_seed": 100002,
+ "target_steps": 50,
+ "early_steps": 2,
+ "empirical_bp_loss": 2.4549863161653933,
+ "empirical_fa_loss": 2.5572416172407086,
+ "empirical_gap": 0.10225530107531533,
+ "fixed_bp_loss": 2.4311778933673613,
+ "fixed_fa_loss": 2.5455627549822717,
+ "fixed_gap": 0.11438486161491035,
+ "compressed_fa_loss": 2.5455627549822717,
+ "compressed_gap": 0.11438486161491035,
+ "alpha_s": 0.0,
+ "alpha_slope": 0.0,
+ "fixed_gap_error": 0.012129560539595019,
+ "compressed_gap_error": 0.012129560539595019
+ },
+ {
+ "init_seed": 10000,
+ "feedback_seed": 100002,
+ "target_steps": 50,
+ "early_steps": 5,
+ "empirical_bp_loss": 2.4549863161653933,
+ "empirical_fa_loss": 2.5572416172407086,
+ "empirical_gap": 0.10225530107531533,
+ "fixed_bp_loss": 2.4311778933673613,
+ "fixed_fa_loss": 2.5455627549822717,
+ "fixed_gap": 0.11438486161491035,
+ "compressed_fa_loss": 2.5455627549822717,
+ "compressed_gap": 0.11438486161491035,
+ "alpha_s": 0.0,
+ "alpha_slope": 0.0,
+ "fixed_gap_error": 0.012129560539595019,
+ "compressed_gap_error": 0.012129560539595019
+ },
+ {
+ "init_seed": 10000,
+ "feedback_seed": 100003,
+ "target_steps": 50,
+ "early_steps": 1,
+ "empirical_bp_loss": 2.4549863161653933,
+ "empirical_fa_loss": 2.5591507272465663,
+ "empirical_gap": 0.10416441108117303,
+ "fixed_bp_loss": 2.4311778933673613,
+ "fixed_fa_loss": 2.5636270424916114,
+ "fixed_gap": 0.1324491491242501,
+ "compressed_fa_loss": 2.560586589287136,
+ "compressed_gap": 0.12940869591977444,
+ "alpha_s": 0.0007618859685849694,
+ "alpha_slope": 0.0007618859685849694,
+ "fixed_gap_error": 0.028284738043077073,
+ "compressed_gap_error": 0.025244284838601416
+ },
+ {
+ "init_seed": 10000,
+ "feedback_seed": 100003,
+ "target_steps": 50,
+ "early_steps": 2,
+ "empirical_bp_loss": 2.4549863161653933,
+ "empirical_fa_loss": 2.5591507272465663,
+ "empirical_gap": 0.10416441108117303,
+ "fixed_bp_loss": 2.4311778933673613,
+ "fixed_fa_loss": 2.5636270424916114,
+ "fixed_gap": 0.1324491491242501,
+ "compressed_fa_loss": 2.5612958171927045,
+ "compressed_gap": 0.13011792382534315,
+ "alpha_s": 0.0011671616571770104,
+ "alpha_slope": 0.0005835808285885052,
+ "fixed_gap_error": 0.028284738043077073,
+ "compressed_gap_error": 0.025953512744170126
+ },
+ {
+ "init_seed": 10000,
+ "feedback_seed": 100003,
+ "target_steps": 50,
+ "early_steps": 5,
+ "empirical_bp_loss": 2.4549863161653933,
+ "empirical_fa_loss": 2.5591507272465663,
+ "empirical_gap": 0.10416441108117303,
+ "fixed_bp_loss": 2.4311778933673613,
+ "fixed_fa_loss": 2.5636270424916114,
+ "fixed_gap": 0.1324491491242501,
+ "compressed_fa_loss": 2.561259122840755,
+ "compressed_gap": 0.13008122947339373,
+ "alpha_s": 0.002963986583180201,
+ "alpha_slope": 0.0005927973166360401,
+ "fixed_gap_error": 0.028284738043077073,
+ "compressed_gap_error": 0.02591681839222071
+ },
+ {
+ "init_seed": 10001,
+ "feedback_seed": 101000,
+ "target_steps": 50,
+ "early_steps": 1,
+ "empirical_bp_loss": 2.573611931727511,
+ "empirical_fa_loss": 2.705916865681692,
+ "empirical_gap": 0.13230493395418108,
+ "fixed_bp_loss": 2.55265858151857,
+ "fixed_fa_loss": 2.703496137482394,
+ "fixed_gap": 0.15083755596382398,
+ "compressed_fa_loss": 2.703496137482394,
+ "compressed_gap": 0.15083755596382398,
+ "alpha_s": 0.0,
+ "alpha_slope": 0.0,
+ "fixed_gap_error": 0.018532622009642896,
+ "compressed_gap_error": 0.018532622009642896
+ },
+ {
+ "init_seed": 10001,
+ "feedback_seed": 101000,
+ "target_steps": 50,
+ "early_steps": 2,
+ "empirical_bp_loss": 2.573611931727511,
+ "empirical_fa_loss": 2.705916865681692,
+ "empirical_gap": 0.13230493395418108,
+ "fixed_bp_loss": 2.55265858151857,
+ "fixed_fa_loss": 2.703496137482394,
+ "fixed_gap": 0.15083755596382398,
+ "compressed_fa_loss": 2.703496137482394,
+ "compressed_gap": 0.15083755596382398,
+ "alpha_s": 0.0,
+ "alpha_slope": 0.0,
+ "fixed_gap_error": 0.018532622009642896,
+ "compressed_gap_error": 0.018532622009642896
+ },
+ {
+ "init_seed": 10001,
+ "feedback_seed": 101000,
+ "target_steps": 50,
+ "early_steps": 5,
+ "empirical_bp_loss": 2.573611931727511,
+ "empirical_fa_loss": 2.705916865681692,
+ "empirical_gap": 0.13230493395418108,
+ "fixed_bp_loss": 2.55265858151857,
+ "fixed_fa_loss": 2.703496137482394,
+ "fixed_gap": 0.15083755596382398,
+ "compressed_fa_loss": 2.703496137482394,
+ "compressed_gap": 0.15083755596382398,
+ "alpha_s": 0.0,
+ "alpha_slope": 0.0,
+ "fixed_gap_error": 0.018532622009642896,
+ "compressed_gap_error": 0.018532622009642896
+ },
+ {
+ "init_seed": 10001,
+ "feedback_seed": 101001,
+ "target_steps": 50,
+ "early_steps": 1,
+ "empirical_bp_loss": 2.573611931727511,
+ "empirical_fa_loss": 2.669515380319086,
+ "empirical_gap": 0.09590344859157529,
+ "fixed_bp_loss": 2.55265858151857,
+ "fixed_fa_loss": 2.676273564422429,
+ "fixed_gap": 0.12361498290385908,
+ "compressed_fa_loss": 2.6597991065282836,
+ "compressed_gap": 0.10714052500971372,
+ "alpha_s": 0.004359878210561111,
+ "alpha_slope": 0.004359878210561111,
+ "fixed_gap_error": 0.027711534312283792,
+ "compressed_gap_error": 0.011237076418138425
+ },
+ {
+ "init_seed": 10001,
+ "feedback_seed": 101001,
+ "target_steps": 50,
+ "early_steps": 2,
+ "empirical_bp_loss": 2.573611931727511,
+ "empirical_fa_loss": 2.669515380319086,
+ "empirical_gap": 0.09590344859157529,
+ "fixed_bp_loss": 2.55265858151857,
+ "fixed_fa_loss": 2.676273564422429,
+ "fixed_gap": 0.12361498290385908,
+ "compressed_fa_loss": 2.6614746060157275,
+ "compressed_gap": 0.10881602449715766,
+ "alpha_s": 0.007810408918930443,
+ "alpha_slope": 0.0039052044594652213,
+ "fixed_gap_error": 0.027711534312283792,
+ "compressed_gap_error": 0.012912575905582369
+ },
+ {
+ "init_seed": 10001,
+ "feedback_seed": 101001,
+ "target_steps": 50,
+ "early_steps": 5,
+ "empirical_bp_loss": 2.573611931727511,
+ "empirical_fa_loss": 2.669515380319086,
+ "empirical_gap": 0.09590344859157529,
+ "fixed_bp_loss": 2.55265858151857,
+ "fixed_fa_loss": 2.676273564422429,
+ "fixed_gap": 0.12361498290385908,
+ "compressed_fa_loss": 2.6625066993257005,
+ "compressed_gap": 0.10984811780713066,
+ "alpha_s": 0.01813208384997925,
+ "alpha_slope": 0.00362641676999585,
+ "fixed_gap_error": 0.027711534312283792,
+ "compressed_gap_error": 0.013944669215555372
+ },
+ {
+ "init_seed": 10001,
+ "feedback_seed": 101002,
+ "target_steps": 50,
+ "early_steps": 1,
+ "empirical_bp_loss": 2.573611931727511,
+ "empirical_fa_loss": 2.696062503930593,
+ "empirical_gap": 0.12245057220308242,
+ "fixed_bp_loss": 2.55265858151857,
+ "fixed_fa_loss": 2.6973619580157178,
+ "fixed_gap": 0.14470337649714793,
+ "compressed_fa_loss": 2.6973619580157178,
+ "compressed_gap": 0.14470337649714793,
+ "alpha_s": 0.0,
+ "alpha_slope": 0.0,
+ "fixed_gap_error": 0.02225280429406551,
+ "compressed_gap_error": 0.02225280429406551
+ },
+ {
+ "init_seed": 10001,
+ "feedback_seed": 101002,
+ "target_steps": 50,
+ "early_steps": 2,
+ "empirical_bp_loss": 2.573611931727511,
+ "empirical_fa_loss": 2.696062503930593,
+ "empirical_gap": 0.12245057220308242,
+ "fixed_bp_loss": 2.55265858151857,
+ "fixed_fa_loss": 2.6973619580157178,
+ "fixed_gap": 0.14470337649714793,
+ "compressed_fa_loss": 2.6973619580157178,
+ "compressed_gap": 0.14470337649714793,
+ "alpha_s": 0.0,
+ "alpha_slope": 0.0,
+ "fixed_gap_error": 0.02225280429406551,
+ "compressed_gap_error": 0.02225280429406551
+ },
+ {
+ "init_seed": 10001,
+ "feedback_seed": 101002,
+ "target_steps": 50,
+ "early_steps": 5,
+ "empirical_bp_loss": 2.573611931727511,
+ "empirical_fa_loss": 2.696062503930593,
+ "empirical_gap": 0.12245057220308242,
+ "fixed_bp_loss": 2.55265858151857,
+ "fixed_fa_loss": 2.6973619580157178,
+ "fixed_gap": 0.14470337649714793,
+ "compressed_fa_loss": 2.6973619580157178,
+ "compressed_gap": 0.14470337649714793,
+ "alpha_s": 0.0,
+ "alpha_slope": 0.0,
+ "fixed_gap_error": 0.02225280429406551,
+ "compressed_gap_error": 0.02225280429406551
+ },
+ {
+ "init_seed": 10001,
+ "feedback_seed": 101003,
+ "target_steps": 50,
+ "early_steps": 1,
+ "empirical_bp_loss": 2.573611931727511,
+ "empirical_fa_loss": 2.6848048669362856,
+ "empirical_gap": 0.11119293520877482,
+ "fixed_bp_loss": 2.55265858151857,
+ "fixed_fa_loss": 2.6818777011922634,
+ "fixed_gap": 0.1292191196736936,
+ "compressed_fa_loss": 2.6818777011922634,
+ "compressed_gap": 0.1292191196736936,
+ "alpha_s": 0.0,
+ "alpha_slope": 0.0,
+ "fixed_gap_error": 0.01802618446491877,
+ "compressed_gap_error": 0.01802618446491877
+ },
+ {
+ "init_seed": 10001,
+ "feedback_seed": 101003,
+ "target_steps": 50,
+ "early_steps": 2,
+ "empirical_bp_loss": 2.573611931727511,
+ "empirical_fa_loss": 2.6848048669362856,
+ "empirical_gap": 0.11119293520877482,
+ "fixed_bp_loss": 2.55265858151857,
+ "fixed_fa_loss": 2.6818777011922634,
+ "fixed_gap": 0.1292191196736936,
+ "compressed_fa_loss": 2.6818777011922634,
+ "compressed_gap": 0.1292191196736936,
+ "alpha_s": 0.0,
+ "alpha_slope": 0.0,
+ "fixed_gap_error": 0.01802618446491877,
+ "compressed_gap_error": 0.01802618446491877
+ },
+ {
+ "init_seed": 10001,
+ "feedback_seed": 101003,
+ "target_steps": 50,
+ "early_steps": 5,
+ "empirical_bp_loss": 2.573611931727511,
+ "empirical_fa_loss": 2.6848048669362856,
+ "empirical_gap": 0.11119293520877482,
+ "fixed_bp_loss": 2.55265858151857,
+ "fixed_fa_loss": 2.6818777011922634,
+ "fixed_gap": 0.1292191196736936,
+ "compressed_fa_loss": 2.6818777011922634,
+ "compressed_gap": 0.1292191196736936,
+ "alpha_s": 0.0,
+ "alpha_slope": 0.0,
+ "fixed_gap_error": 0.01802618446491877,
+ "compressed_gap_error": 0.01802618446491877
+ }
+ ]
+}