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Diffstat (limited to 'results/snapshot_exploit/snapshot_L4_d256_s42.json')
| -rw-r--r-- | results/snapshot_exploit/snapshot_L4_d256_s42.json | 209 |
1 files changed, 209 insertions, 0 deletions
diff --git a/results/snapshot_exploit/snapshot_L4_d256_s42.json b/results/snapshot_exploit/snapshot_L4_d256_s42.json new file mode 100644 index 0000000..45860f7 --- /dev/null +++ b/results/snapshot_exploit/snapshot_L4_d256_s42.json @@ -0,0 +1,209 @@ +{ + "config": { + "L": 4, + "d": 256, + "seed": 42, + "lr_update": 0.001, + "estimator_epochs": 100 + }, + "credit_quality": { + "dfa": { + "gamma": 0.008470005544950254, + "rho": -0.022525018197484314, + "nudge": -2.3932622525535407e-05 + }, + "scalar_cb": { + "gamma": 0.12223921716213226, + "rho": 0.09000759199261665, + "nudge": -0.00036903251748299226 + }, + "vec_eT_M4": { + "gamma": 0.37760399281978607, + "rho": 0.41141805797815323, + "nudge": -0.0013705549063161016 + }, + "oracle_bp": { + "gamma": 1.0, + "rho": 0.9979714304208755, + "nudge": -0.0031722619314678013 + } + }, + "exploitability": { + "dfa": { + "gamma": 0.008470005544950254, + "rho": -0.022525018197484314, + "nudge": -2.3932622525535407e-05, + "loss_before": 1.1802499413490295, + "loss_after_1step": 1.1798909544944762, + "delta_loss_1step": -0.00035898685455326707, + "delta_acc_1step": 0.002343749999999978 + }, + "scalar_cb": { + "gamma": 0.12223921716213226, + "rho": 0.09000759199261665, + "nudge": -0.00036903251748299226, + "loss_before": 1.1802499413490295, + "loss_after_1step": 1.1835142850875855, + "delta_loss_1step": 0.003264343738555997, + "delta_acc_1step": 0.0007812499999999556 + }, + "vec_eT_M4": { + "gamma": 0.37760399281978607, + "rho": 0.41141805797815323, + "nudge": -0.0013705549063161016, + "loss_before": 1.1802499413490295, + "loss_after_1step": 1.1832772016525268, + "delta_loss_1step": 0.0030272603034973145, + "delta_acc_1step": -0.0031250000000000444 + }, + "oracle_bp": { + "gamma": 1.0, + "rho": 0.9979714304208755, + "nudge": -0.0031722619314678013, + "loss_before": 1.1802499413490295, + "loss_after_1step": 1.1796290874481201, + "delta_loss_1step": -0.0006208539009093794, + "delta_acc_1step": 0.005468750000000022 + } + }, + "rollout": { + "dfa": { + "1": { + "loss": 1.1801316797733308, + "acc": 0.61328125, + "delta_loss": -0.00011826157569871931, + "delta_acc": 0.6109375 + }, + "5": { + "loss": 1.18045933842659, + "acc": 0.615625, + "delta_loss": 0.00020939707756051362, + "delta_acc": 0.61328125 + }, + "20": { + "loss": 1.1795716643333436, + "acc": 0.61171875, + "delta_loss": -0.0006782770156859019, + "delta_acc": 0.609375 + } + }, + "scalar_cb": { + "1": { + "loss": 1.1848249435424805, + "acc": 0.6125, + "delta_loss": 0.004575002193450972, + "delta_acc": 0.6117187500000001 + }, + "5": { + "loss": 1.222687977552414, + "acc": 0.60234375, + "delta_loss": 0.04243803620338449, + "delta_acc": 0.6015625 + }, + "20": { + "loss": 1.584816002845764, + "acc": 0.5546875, + "delta_loss": 0.4045660614967346, + "delta_acc": 0.55390625 + } + }, + "vec_eT_M4": { + "1": { + "loss": 1.1844943702220916, + "acc": 0.6015625, + "delta_loss": 0.004244428873062089, + "delta_acc": 0.6046875 + }, + "5": { + "loss": 1.2300199925899507, + "acc": 0.590625, + "delta_loss": 0.049770051240921154, + "delta_acc": 0.59375 + }, + "20": { + "loss": 1.4517351746559144, + "acc": 0.54296875, + "delta_loss": 0.2714852333068849, + "delta_acc": 0.54609375 + } + }, + "oracle_bp": { + "1": { + "loss": 1.180982232093811, + "acc": 0.61328125, + "delta_loss": 0.0007322907447815385, + "delta_acc": 0.6078125 + }, + "5": { + "loss": 1.1867272675037384, + "acc": 0.61796875, + "delta_loss": 0.006477326154708862, + "delta_acc": 0.6124999999999999 + }, + "20": { + "loss": 1.2059795916080476, + "acc": 0.6171875, + "delta_loss": 0.025729650259018078, + "delta_acc": 0.61171875 + } + } + }, + "layer_ablation": { + "dfa": { + "last_1": { + "delta_loss": 7.04765319825551e-05, + "loss": 1.180320417881012 + }, + "last_2": { + "delta_loss": 0.0005654990673065186, + "loss": 1.180815440416336 + }, + "all": { + "delta_loss": 0.0015505015850068027, + "loss": 1.1818004429340363 + } + }, + "scalar_cb": { + "last_1": { + "delta_loss": 0.008096528053283647, + "loss": 1.1883464694023131 + }, + "last_2": { + "delta_loss": 0.01775211691856393, + "loss": 1.1980020582675934 + }, + "all": { + "delta_loss": 0.04727613925933838, + "loss": 1.2275260806083679 + } + }, + "vec_eT_M4": { + "last_1": { + "delta_loss": 0.006879746913909912, + "loss": 1.1871296882629394 + }, + "last_2": { + "delta_loss": 0.014995932579040527, + "loss": 1.19524587392807 + }, + "all": { + "delta_loss": 0.05422646403312692, + "loss": 1.2344764053821564 + } + }, + "oracle_bp": { + "last_1": { + "delta_loss": 0.0035166800022126132, + "loss": 1.183766621351242 + }, + "last_2": { + "delta_loss": 0.004922467470169112, + "loss": 1.1851724088191986 + }, + "all": { + "delta_loss": 0.0027257800102233887, + "loss": 1.1829757213592529 + } + } + } +}
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