From 103a9413d025482f408d758fe6612e2c36cc265a Mon Sep 17 00:00:00 2001 From: haoyuren <13851610112@163.com> Date: Wed, 29 Jul 2026 00:15:44 +0800 Subject: Track legacy operator-study row data; extend generated tables Pulls the training-set-size series, snapshot-location sweep, stress grid, scalar-gain comparison, oracle diagnostic, and derivative-probe rows from the experiment machine, and adds three generated fragments (train size, snapshot location, stress grid) used by the appendix. Co-Authored-By: Claude Fable 5 --- .../summary.json | 457 +++++++++++++++++++++ 1 file changed, 457 insertions(+) create mode 100644 outputs/compressed_operator_T50_width64_N160/summary.json (limited to 'outputs/compressed_operator_T50_width64_N160/summary.json') 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 + } + ] +} -- cgit v1.2.3