diff --git "a/data/experiments/tier1_gemma2_v2/all_layer_results.json" "b/data/experiments/tier1_gemma2_v2/all_layer_results.json" new file mode 100644--- /dev/null +++ "b/data/experiments/tier1_gemma2_v2/all_layer_results.json" @@ -0,0 +1,3989 @@ +{ + "0": { + "layer": 0, + "drift_auroc": 0.893690467142311, + "drift_C": 1.0, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9468121942708154, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9911295549792435, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": 0.04864960163831711, + "cos_drift_correctness": 0.019523993134498596, + "cos_uncertainty_correctness": 0.02531621605157852, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.06004580855369568, + "std": 0.09024611115455627 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.4490325152873993, + "std": 0.19269588589668274 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.02900705859065056, + "std": 0.06720896065235138 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.3332471251487732, + "std": 0.22961613535881042 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.7026691136224604, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9078858727663971, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.8167778352619494, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.49824870630239754, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 1.0, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.7720848056537103, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.5192238429677651, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9392068688802766, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.739601495897723, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.8821834338392397, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 166.7998149394989, + "w_drift": "[-1.96064651e-01 1.80442557e-01 -1.01882376e-01 ... -2.09976770e-05\n -2.61969477e-01 -2.22795233e-01]", + "w_unc": "[-0.12518859 0.5295158 -0.16323505 ... -0.01807 -0.20520467\n 0.1809091 ]", + "w_corr": "[ 0.00116811 -0.00831096 -0.00617697 ... -0.00168165 0.00405814\n 0.00429179]" + }, + "1": { + "layer": 1, + "drift_auroc": 0.9011490479613139, + "drift_C": 1.0, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.950048076452063, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9964158507941018, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": 0.0267711840569973, + "cos_drift_correctness": -0.005616667214781046, + "cos_uncertainty_correctness": 0.005185432732105255, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.04730555787682533, + "std": 0.08764217793941498 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.5626447200775146, + "std": 0.21129858493804932 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.026469526812434196, + "std": 0.06594817340373993 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.387656569480896, + "std": 0.24772387742996216 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.6954280562799832, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9146280954227356, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.8389002062819181, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.4647895811206773, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 1.0, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.8345111896348646, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.5603877783780539, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.951401989627087, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.8182645131202335, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9043420448793534, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 169.61970496177673, + "w_drift": "[-0.12259822 0.29358163 -0.4680796 ... 0.06829769 0.05805715\n -0.3245215 ]", + "w_unc": "[ 0.14061591 0.5857017 0.0804259 ... -0.1451738 -0.35312262\n 0.17345925]", + "w_corr": "[ 0.02116568 -0.15452653 -0.09111431 ... 0.0296886 0.07806526\n 0.01751257]" + }, + "2": { + "layer": 2, + "drift_auroc": 0.896794238503098, + "drift_C": 1.0, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9524823664516303, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9976293574168594, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": 0.01810559071600437, + "cos_drift_correctness": -0.007012477610260248, + "cos_uncertainty_correctness": -0.0047056423500180244, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.0446111224591732, + "std": 0.08681754022836685 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.5915916562080383, + "std": 0.20707546174526215 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.02458667755126953, + "std": 0.06488249450922012 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.4164687991142273, + "std": 0.24728882312774658 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.6977719823561608, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9117476343121672, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.8143547310449092, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.5125660030581731, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 1.0, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.7555948174322733, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.5532444924665346, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9506697066023784, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.8079059184598046, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9099473701292581, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 173.2671389579773, + "w_drift": "[-0.19349141 0.21095684 -0.0508608 ... 0.06247749 0.04761823\n 0.1895031 ]", + "w_unc": "[-0.06901211 0.40437764 0.03362709 ... -0.52956223 0.17435354\n -0.33032775]", + "w_corr": "[ 0.00193349 -0.04625691 -0.03812198 ... 0.00278909 0.03105905\n 0.02291269]" + }, + "3": { + "layer": 3, + "drift_auroc": 0.9225361554547803, + "drift_C": 1.0, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9638786049961436, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9974697877989147, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": 0.010065648704767227, + "cos_drift_correctness": 0.023633282631635666, + "cos_uncertainty_correctness": 0.00039188837399706244, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.031129170209169388, + "std": 0.09004193544387817 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.7261084914207458, + "std": 0.2061491310596466 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.017781062051653862, + "std": 0.06107195094227791 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.5275082588195801, + "std": 0.2770618796348572 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.755339837084259, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9377751829455391, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.8435954054343507, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.5274670643798159, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 1.0, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.8498233215547703, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.6006663065009904, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9578111554132155, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.824638788878667, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9352960264668337, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 162.03071880340576, + "w_drift": "[-0.31082398 0.11482535 -0.10641612 ... 0.06954632 0.2653714\n 0.14633945]", + "w_unc": "[ 0.20511118 0.41915157 0.47245005 ... -0.2514067 -0.27833888\n -0.11867619]", + "w_corr": "[-0.01216253 -0.01802194 0.00244007 ... 0.00841197 0.01869185\n 0.00887097]" + }, + "4": { + "layer": 4, + "drift_auroc": 0.9396707206563885, + "drift_C": 0.1, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9691975303229995, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9975606877008757, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": -0.020001864060759544, + "cos_drift_correctness": 0.007599391043186188, + "cos_uncertainty_correctness": -0.01379857212305069, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.04271675646305084, + "std": 0.09466906636953354 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.6230219006538391, + "std": 0.21390636265277863 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.021475067362189293, + "std": 0.06276922672986984 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.4303804934024811, + "std": 0.28279992938041687 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.7960913100872533, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9670924954097121, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.8954248328976688, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.511530291731634, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 1.0, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.9275618374558303, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.698046101206555, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9653269451749541, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.8409110969771744, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9528741193055105, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 133.53380727767944, + "w_drift": "[-0.10184937 0.02862989 0.03919988 ... -0.05994711 0.04267265\n 0.1326352 ]", + "w_unc": "[-0.1487448 0.6639165 0.13959269 ... -0.5598114 -0.64121675\n 0.00366935]", + "w_corr": "[-0.01977904 0.00632011 0.02082333 ... 0.00010062 0.0352816\n 0.05123812]" + }, + "5": { + "layer": 5, + "drift_auroc": 0.9439126223777906, + "drift_C": 0.1, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9726526636296121, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9979646479961378, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": -0.03619128465652466, + "cos_drift_correctness": 0.0033732375595718622, + "cos_uncertainty_correctness": -0.001980707747861743, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.043339140713214874, + "std": 0.0970807820558548 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.6173967719078064, + "std": 0.21449479460716248 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.021661318838596344, + "std": 0.061699919402599335 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.42544519901275635, + "std": 0.2802523374557495 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8142341994268971, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9642101597055112, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.905951018952588, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.5180063121897573, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 1.0, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.9405182567726738, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7359760489825319, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.967296646088255, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.8937458171329394, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9624574404082189, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 144.82072019577026, + "w_drift": "[-0.10938516 -0.07836474 0.01433499 ... -0.08641274 0.04428373\n 0.01012035]", + "w_unc": "[-0.2713446 1.2088513 0.0989984 ... -0.43794072 -0.16004378\n 0.60722363]", + "w_corr": "[-0.03786648 0.03105711 0.00973128 ... -0.03291434 0.03079043\n 0.03551524]" + }, + "6": { + "layer": 6, + "drift_auroc": 0.9460011324345245, + "drift_C": 0.1, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9749156173477416, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9979849697082791, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": -0.02005905658006668, + "cos_drift_correctness": -0.008644387125968933, + "cos_uncertainty_correctness": 0.035370659083127975, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.03948484733700752, + "std": 0.09584105759859085 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.6535050868988037, + "std": 0.21575653553009033 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.020458266139030457, + "std": 0.05958631634712219 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.449584424495697, + "std": 0.2899908125400543 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8088702147525676, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9679368025155073, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9193024701886645, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.5090182209869011, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 1.0, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.9658421672555947, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.8011960501830843, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9661937414455942, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.8923783272065241, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9598720056148711, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 144.84658360481262, + "w_drift": "[-0.10043718 -0.00076213 0.01411774 ... -0.0515046 0.00952656\n 0.09810411]", + "w_unc": "[ 0.29858634 0.82151115 -0.2665966 ... -0.71221095 -0.13335063\n 0.08184705]", + "w_corr": "[-0.03189735 0.03795093 -0.01306345 ... 0.01472755 -0.01493841\n 0.03981195]" + }, + "7": { + "layer": 7, + "drift_auroc": 0.9486147092727818, + "drift_C": 0.1, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9779143750837568, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9976602817614224, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": -0.030850570648908615, + "cos_drift_correctness": 0.026000214740633965, + "cos_uncertainty_correctness": 0.027471689507365227, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.04007749259471893, + "std": 0.09756413847208023 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.6484773755073547, + "std": 0.21335306763648987 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.02045559510588646, + "std": 0.058983251452445984 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.4480625092983246, + "std": 0.2810366153717041 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.811491033194887, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9661582571409685, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9180203386302509, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.5355230153887872, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 1.0, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.9517078916372202, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7831952698241191, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9660191224328895, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9027776550873549, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9633052911950717, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 143.7363555431366, + "w_drift": "[-0.10370897 -0.05617278 0.05762181 ... 0.02910936 0.03862099\n -0.04483621]", + "w_unc": "[-0.13759187 0.40848875 -0.40345913 ... -0.63527364 -0.37998804\n -0.14986415]", + "w_corr": "[-0.01331385 0.01246842 -0.00092814 ... 0.01732618 -0.00873059\n 0.00977592]" + }, + "8": { + "layer": 8, + "drift_auroc": 0.9436369438142326, + "drift_C": 0.1, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9807194646000107, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9980536040821549, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": -0.039751965552568436, + "cos_drift_correctness": -0.004410579800605774, + "cos_uncertainty_correctness": 0.045971233397722244, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.039205152541399, + "std": 0.09732519090175629 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.6585108637809753, + "std": 0.20939327776432037 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.020373612642288208, + "std": 0.058575961738824844 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.4399964213371277, + "std": 0.2834493815898895 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.7786020155188512, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9747400974591364, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9201636655584751, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.6448093914536868, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 1.0, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.934040047114252, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7335449306681072, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.969746209879359, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.8931768841147592, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9596029915273391, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 144.35505199432373, + "w_drift": "[-0.10636849 -0.10966368 0.00165993 ... 0.00423735 0.01238159\n -0.01937709]", + "w_unc": "[-0.07488707 -0.03747025 -0.13072895 ... -0.1033878 0.05649783\n 0.03449822]", + "w_corr": "[-0.0477665 0.02576903 -0.02443939 ... 0.0307227 -0.01685872\n 0.05192109]" + }, + "9": { + "layer": 9, + "drift_auroc": 0.9478720128144871, + "drift_C": 0.1, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9828307119971361, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9982379131757501, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": -0.02433849684894085, + "cos_drift_correctness": -0.025808092206716537, + "cos_uncertainty_correctness": 0.021662255749106407, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.03769109770655632, + "std": 0.0971510037779808 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.6718498468399048, + "std": 0.21020126342773438 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.02007238380610943, + "std": 0.05859347805380821 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.44910070300102234, + "std": 0.28751757740974426 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.7936089378280048, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.978615622468682, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9264690810396488, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.7253105250868114, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 1.0, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.9422850412249706, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7607374392220422, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9689145730673178, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9109617197467501, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9581572719954963, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 151.38029074668884, + "w_drift": "[-0.02212763 -0.05467323 0.09809981 ... 0.11398861 0.00561499\n -0.01843343]", + "w_unc": "[-0.03789022 -0.3476458 -0.5397491 ... -0.34527636 -0.03724536\n -0.21491674]", + "w_corr": "[-0.03443152 0.00486381 -0.03459772 ... 0.02566531 -0.02473452\n 0.03196952]" + }, + "10": { + "layer": 10, + "drift_auroc": 0.9496738294032827, + "drift_C": 0.1, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9843212838384111, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9980495750818347, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": -0.025705965235829353, + "cos_drift_correctness": -0.003326516365632415, + "cos_uncertainty_correctness": 0.043761368840932846, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.037546705454587936, + "std": 0.09729484468698502 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.6742916107177734, + "std": 0.21287156641483307 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.019854165613651276, + "std": 0.057867392897605896 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.44933104515075684, + "std": 0.2848002016544342 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.7984996297369523, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9788993767469486, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9292829894766189, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.7186141805828608, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 1.0, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.9452296819787986, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7308586949996997, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9713187082550228, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.912162192953195, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9617783722458123, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 147.01239705085754, + "w_drift": "[ 0.09026396 -0.0354105 0.02622118 ... 0.17307149 -0.01195317\n 0.06068207]", + "w_unc": "[ 0.0020424 -0.11165523 -0.07848156 ... -0.03741286 -0.01150421\n 0.03269935]", + "w_corr": "[ 0.00460186 0.00015209 -0.00356236 ... 0.0254445 -0.04208251\n 0.03398097]" + }, + "11": { + "layer": 11, + "drift_auroc": 0.9478580906085624, + "drift_C": 0.1, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9850862714869608, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9979276801510947, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": -0.005517570301890373, + "cos_drift_correctness": -0.017856759950518608, + "cos_uncertainty_correctness": 0.03847955912351608, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.03860519826412201, + "std": 0.09878534823656082 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.664135754108429, + "std": 0.2145092636346817 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.02003399096429348, + "std": 0.057298652827739716 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.4452461898326874, + "std": 0.2879909873008728 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8065778035352071, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9797034787524678, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9263910949148041, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.7518605141647647, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 1.0, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.9575971731448764, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.722619905156372, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9714232593694972, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9172479037815432, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9616165103652458, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 151.30345034599304, + "w_drift": "[ 0.0900775 -0.01052992 0.11039228 ... 0.02744083 0.001738\n 0.08975601]", + "w_unc": "[-0.10453977 -0.17422141 -0.14244115 ... 0.14243999 -0.09099972\n 0.09955178]", + "w_corr": "[-0.00159261 0.00258952 0.00858092 ... 0.00977741 -0.00889002\n 0.00857905]" + }, + "12": { + "layer": 12, + "drift_auroc": 0.9473017250347686, + "drift_C": 0.1, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9866268553564509, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9980232805534291, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": -0.027162229642271996, + "cos_drift_correctness": -0.006445594131946564, + "cos_uncertainty_correctness": 0.007319244556128979, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.03960072249174118, + "std": 0.10105704516172409 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.6566126942634583, + "std": 0.21807824075222015 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.02034013159573078, + "std": 0.057039156556129456 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.4324892461299896, + "std": 0.28674644231796265 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8117260697382401, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9780779100846232, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9285790932775441, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.7475463057118539, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 1.0, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.9634864546525325, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7207665526142025, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9708467476737795, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9255170630128197, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9610409550531096, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 163.91591429710388, + "w_drift": "[0.07012388 0.03132737 0.13685317 ... 0.03573733 0.03125538 0.10232673]", + "w_unc": "[-0.17785338 -0.17612323 -0.03053722 ... 0.2757118 -0.09089487\n 0.42636555]", + "w_corr": "[-0.00246797 0.01746109 0.01614064 ... -0.00204356 -0.00744611\n 0.00845577]" + }, + "13": { + "layer": 13, + "drift_auroc": 0.9494529562305748, + "drift_C": 0.1, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9872278557061785, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.997935702809627, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": -0.020371213555336, + "cos_drift_correctness": -0.0005275217699818313, + "cos_uncertainty_correctness": 0.006168157793581486, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.039546821266412735, + "std": 0.10139046609401703 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.6568321585655212, + "std": 0.21852725744247437 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.02006368897855282, + "std": 0.0567031055688858 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.4407626986503601, + "std": 0.2879273593425751 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8051450465243569, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9762040564232951, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.927671923162866, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.7469851384840199, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 1.0, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.9564193168433451, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7081832643015789, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9744916819618491, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9285211905990812, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9628365301203899, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 156.53588461875916, + "w_drift": "[ 0.06117747 -0.05171326 0.14865111 ... -0.02319298 0.04741874\n 0.144887 ]", + "w_unc": "[ 0.06586382 0.00633 -0.0572073 ... -0.02564964 -0.07633086\n 0.08596279]", + "w_corr": "[ 0.00452474 0.00147957 0.02620557 ... 0.01949345 -0.0038963\n -0.02611008]" + }, + "14": { + "layer": 14, + "drift_auroc": 0.9512634030853994, + "drift_C": 0.1, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9882721484519433, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9982797582317072, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": -0.025124114006757736, + "cos_drift_correctness": 0.031381718814373016, + "cos_uncertainty_correctness": -0.011859419755637646, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.03967488557100296, + "std": 0.10211171209812164 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.6562831997871399, + "std": 0.2187926173210144 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.01981508359313011, + "std": 0.05601683631539345 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.4436512589454651, + "std": 0.2868250608444214 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8152612769245628, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.975289698713338, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9273623114001311, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.7790940727182337, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 1.0, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.9434628975265018, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7215844288372653, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9741112983808625, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9223113375345339, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9636919579285593, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 164.7388036251068, + "w_drift": "[ 0.05767992 -0.03263136 0.14528409 ... -0.05274589 0.11262178\n 0.14170976]", + "w_unc": "[ 0.02614756 0.06732865 -0.02239141 ... -0.1561733 -0.04166376\n 0.1429639 ]", + "w_corr": "[ 0.0102555 0.01358293 0.03130056 ... 0.01756337 0.00564707\n -0.02128752]" + }, + "15": { + "layer": 15, + "drift_auroc": 0.9514911676247699, + "drift_C": 0.1, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9891957940343881, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9983955743198588, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": -0.020366868004202843, + "cos_drift_correctness": 0.02498847432434559, + "cos_uncertainty_correctness": -0.022507773712277412, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.039908021688461304, + "std": 0.1025487631559372 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.6550423502922058, + "std": 0.22137801349163055 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.018799137324094772, + "std": 0.05459298938512802 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.466462641954422, + "std": 0.2821941077709198 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8291896068772336, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9741238987995694, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9284867896273873, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.8065234748679938, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 1.0, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.9522968197879859, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7299807911639354, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9741444726635029, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9228751350821556, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9651761591828367, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 157.52899169921875, + "w_drift": "[ 0.02936191 -0.00159896 0.11659785 ... -0.04557345 0.05557722\n 0.12105581]", + "w_unc": "[-0.0367831 -0.03154741 0.02432814 ... -0.13639888 -0.01483211\n 0.16897199]", + "w_corr": "[ 0.01281017 -0.02399246 0.02667742 ... -0.02220314 0.00718231\n 0.00370927]" + }, + "16": { + "layer": 16, + "drift_auroc": 0.9506472603973407, + "drift_C": 0.1, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9897074559109637, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9984464316133743, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": -0.02119259350001812, + "cos_drift_correctness": -0.0072043780237436295, + "cos_uncertainty_correctness": -0.0058633023872971535, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.04068412259221077, + "std": 0.1025259792804718 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.6495763063430786, + "std": 0.2211315780878067 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.018717028200626373, + "std": 0.053917046636343 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.4627363681793213, + "std": 0.28186413645744324 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8190862551917318, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.972346586710315, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9287104017954705, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.7984486927439948, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 1.0, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.9570082449941107, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.731248874482262, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9743165557673784, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9173700508611397, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9653556212310286, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 166.6462366580963, + "w_drift": "[-0.01205272 0.0167637 0.11190633 ... -0.03462631 0.08650149\n 0.07736278]", + "w_unc": "[ 0.07442483 -0.10737287 -0.02637169 ... -0.13474216 0.02214429\n 0.09698632]", + "w_corr": "[ 0.01278843 -0.01995813 0.02468272 ... -0.00785374 0.00706297\n 0.00174326]" + }, + "17": { + "layer": 17, + "drift_auroc": 0.9507790415974059, + "drift_C": 0.1, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9903008847782773, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9984438869815931, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": -0.015681788325309753, + "cos_drift_correctness": -0.011224163696169853, + "cos_uncertainty_correctness": -0.003102641087025404, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.03989104554057121, + "std": 0.10176237672567368 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.6559165716171265, + "std": 0.22484971582889557 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.01879372075200081, + "std": 0.054414793848991394 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.4655025601387024, + "std": 0.2848869264125824 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8284683988537944, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9715810125370848, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9315513680886539, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.7621592509735686, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 0.998639455782313, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.9570082449941107, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7191082898133141, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.974224809706533, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9179163212054902, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9643630314385531, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 174.49688029289246, + "w_drift": "[ 0.09091746 0.08001208 0.06314463 ... 0.00028577 -0.06340208\n 0.10033486]", + "w_unc": "[ 8.4670797e-02 -9.1422312e-02 1.0493666e-01 ... -4.4891015e-02\n 2.8872981e-05 2.9196343e-03]", + "w_corr": "[ 0.00570423 -0.00861625 0.02412 ... 0.00477694 0.01075739\n -0.00837536]" + }, + "18": { + "layer": 18, + "drift_auroc": 0.9519022425253474, + "drift_C": 0.1, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9908387791515928, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.998387268924462, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": -0.022439943626523018, + "cos_drift_correctness": -0.012372909113764763, + "cos_uncertainty_correctness": -0.002809457015246153, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.04047740250825882, + "std": 0.1031230092048645 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.6501073241233826, + "std": 0.22353464365005493 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.018620682880282402, + "std": 0.05461331456899643 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.4716307818889618, + "std": 0.2821526527404785 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8275829872178756, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9727625491710844, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.930814506637533, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.7438403422743467, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 0.998639455782313, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.9511189634864547, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7282549972987574, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9742669006492646, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9244341097043076, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9612158828208285, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 176.65394830703735, + "w_drift": "[ 0.09187271 0.06928591 0.09582807 ... 0.00582873 -0.08769491\n 0.06700958]", + "w_unc": "[ 0.02532677 -0.04302394 0.05425128 ... -0.02013831 0.04325314\n -0.03340553]", + "w_corr": "[-0.01856607 0.00067017 0.0309892 ... -0.00901005 0.00632688\n 0.01057226]" + }, + "19": { + "layer": 19, + "drift_auroc": 0.950614074516067, + "drift_C": 0.1, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.991365795772936, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9983553196587649, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": 0.003127190750092268, + "cos_drift_correctness": -0.013936366885900497, + "cos_uncertainty_correctness": 0.008083001710474491, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.04102019965648651, + "std": 0.10352717339992523 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.6451230645179749, + "std": 0.22281518578529358 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.018536541610956192, + "std": 0.05442022532224655 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.4730002284049988, + "std": 0.28131335973739624 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8212627579767539, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9705845180271776, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9317687611997331, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.7877883985266535, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 0.998639455782313, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.9528857479387515, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7880650099045562, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9745706665201704, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9233172938390758, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9605159331036125, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 167.13858461380005, + "w_drift": "[-0.00223648 0.08275788 0.09881864 ... -0.17707625 -0.10284523\n 0.04613274]", + "w_unc": "[ 0.07067826 -0.05083819 0.07077993 ... -0.06132594 0.11103348\n 0.00768066]", + "w_corr": "[-0.00481879 -0.02363617 0.0296916 ... 0.01591401 -0.00091912\n 0.00512368]" + }, + "20": { + "layer": 20, + "drift_auroc": 0.9491366089571179, + "drift_C": 0.1, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.991788407895482, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9983572281326009, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": 0.003516195807605982, + "cos_drift_correctness": 0.00314557203091681, + "cos_uncertainty_correctness": 0.0017650481313467026, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.040711063891649246, + "std": 0.10278531908988953 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.6482688784599304, + "std": 0.22069042921066284 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.01843966729938984, + "std": 0.05436103045940399 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.47429049015045166, + "std": 0.2841966450214386 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8189961041888019, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9670688656636605, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9298349697433669, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.8014202426954106, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 0.998639455782313, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.9469964664310954, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7777102467134882, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9750003670980935, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9172888473283844, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9612720840340586, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 159.56007552146912, + "w_drift": "[-0.00979516 0.10017972 0.07487828 ... -0.13609841 -0.04974516\n 0.01107155]", + "w_unc": "[ 0.10985889 -0.11664488 0.06294768 ... -0.04661568 0.02665333\n 0.00895269]", + "w_corr": "[ 0.0025313 -0.0177316 0.02659747 ... 0.01066667 0.00503608\n 0.01535476]" + }, + "21": { + "layer": 21, + "drift_auroc": 0.9502023031700761, + "drift_C": 0.1, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9919396455543268, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9984965113805123, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": -0.0004639695107471198, + "cos_drift_correctness": 0.0036568772047758102, + "cos_uncertainty_correctness": 0.0031401633750647306, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.040876924991607666, + "std": 0.10285942256450653 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.6471966505050659, + "std": 0.22181575000286102 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.018470726907253265, + "std": 0.05508169159293175 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.47394153475761414, + "std": 0.2793803811073303 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8300138446183071, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9653682145876931, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9299632372038062, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.7988347306020683, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 0.998639455782313, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.9363957597173145, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7674230145867099, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9738159855393871, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9227721627629378, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9612019816714837, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 176.41540002822876, + "w_drift": "[-0.0646359 0.0783575 0.09355699 ... -0.1529257 -0.04224641\n 0.07810548]", + "w_unc": "[ 0.11027236 -0.09604949 0.04205247 ... 0.01722132 0.0795012\n -0.04632744]", + "w_corr": "[-0.00763141 -0.01559992 0.02947868 ... 0.00348724 -0.00137277\n 0.02361068]" + }, + "22": { + "layer": 22, + "drift_auroc": 0.9504400515299231, + "drift_C": 0.1, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9919361629628205, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9985766319395113, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": -0.003805435262620449, + "cos_drift_correctness": -0.007404526229947805, + "cos_uncertainty_correctness": 0.012276051566004753, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.04100114107131958, + "std": 0.1032208651304245 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.646501898765564, + "std": 0.22229847311973572 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.018765835091471672, + "std": 0.05491939187049866 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.4632933735847473, + "std": 0.27066168189048767 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8187707266814771, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9646808307015026, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9294227128461635, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.8177053909716102, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 0.998639455782313, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.9363957597173146, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7742586589831323, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9730953241441874, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9251135692663155, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9627718569620655, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 176.56273889541626, + "w_drift": "[ 0.0322281 0.08244406 0.07178747 ... -0.08046094 -0.07141023\n 0.09862392]", + "w_unc": "[ 0.10215915 -0.06424568 0.07226762 ... -0.03237161 0.05105045\n 0.00188339]", + "w_corr": "[-0.01312047 -0.00732483 0.01201022 ... -0.0171854 -0.01658547\n 0.01735725]" + }, + "23": { + "layer": 23, + "drift_auroc": 0.9501712516863418, + "drift_C": 1.0, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9926716408496375, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9986534303403515, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": -0.0046494812704622746, + "cos_drift_correctness": -0.008981390856206417, + "cos_uncertainty_correctness": -0.016343316063284874, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.026337170973420143, + "std": 0.08783653378486633 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.7709158062934875, + "std": 0.21666479110717773 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.012561602517962456, + "std": 0.052438944578170776 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.650293231010437, + "std": 0.24797426164150238 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8325251939856403, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9641668960577295, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9269238749645603, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.8083538592487138, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 0.998639455782313, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.8780918727915195, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7737484242751665, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9736607213921622, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9191437687777692, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9649721165615549, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 187.35899138450623, + "w_drift": "[-0.07837442 -0.04756479 0.5453244 ... -0.00336466 -0.30484784\n 0.5505368 ]", + "w_unc": "[ 0.21153079 -0.0012487 0.08112042 ... -0.03194121 0.00670007\n -0.00381701]", + "w_corr": "[-0.00749026 -0.01185227 0.00633262 ... -0.0014726 -0.01123796\n 0.02540629]" + }, + "24": { + "layer": 24, + "drift_auroc": 0.9493511472572385, + "drift_C": 1.0, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9928531443608115, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9986853796060485, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": -0.03292674571275711, + "cos_drift_correctness": 0.0030887569300830364, + "cos_uncertainty_correctness": 0.004621236119419336, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.026639847084879875, + "std": 0.08813848346471786 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.767992377281189, + "std": 0.2199772447347641 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.012212317436933517, + "std": 0.052350159734487534 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.661684513092041, + "std": 0.2453542798757553 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8270098844135355, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9605400506929583, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9231835395302529, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.807606263982103, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 0.998639455782313, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.8674911660777386, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.793467495047722, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9733061169790224, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9246690443369537, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9664399108799104, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 197.7790253162384, + "w_drift": "[-0.17854895 0.27833214 0.5516209 ... 0.15312733 -0.20178117\n 0.65629756]", + "w_unc": "[ 0.22466606 -0.10068386 0.13796589 ... -0.06745322 0.01153105\n -0.0988663 ]", + "w_corr": "[ 0.00367505 -0.02974832 0.02807021 ... 0.01134266 -0.01300988\n 0.03448851]" + }, + "25": { + "layer": 25, + "drift_auroc": 0.9473523209941638, + "drift_C": 0.1, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.993170567032807, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9986847081059952, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": 0.003182001644745469, + "cos_drift_correctness": -0.0238159392029047, + "cos_uncertainty_correctness": -0.006967917550355196, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.04115424305200577, + "std": 0.10348762571811676 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.6459254622459412, + "std": 0.22399891912937164 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.01879958249628544, + "std": 0.05581274256110191 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.45972704887390137, + "std": 0.2685199975967407 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8389323545510158, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9664634705831862, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9263887527338824, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.8162139666613939, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 0.998639455782313, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.8975265017667845, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7917867218920703, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9729690513159927, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.931985775342478, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9583062469736662, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 164.37094497680664, + "w_drift": "[ 0.02940159 0.08653882 0.0285496 ... 0.12737192 -0.06147853\n 0.3746751 ]", + "w_unc": "[ 0.11257871 -0.10615681 0.08611508 ... 0.03277317 0.00550345\n -0.17554447]", + "w_corr": "[ 0.0164486 -0.01426575 0.05388283 ... 0.00501341 -0.0381637\n 0.01034811]" + }, + "26": { + "layer": 26, + "drift_auroc": 0.9437912352973857, + "drift_C": 0.1, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9932310512330774, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9987504444270089, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": 0.007737594656646252, + "cos_drift_correctness": -0.015427657403051853, + "cos_uncertainty_correctness": -0.012680331245064735, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.04092304781079292, + "std": 0.10288063436746597 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.648821234703064, + "std": 0.22490309178829193 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.01894392818212509, + "std": 0.05583183467388153 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.45169344544410706, + "std": 0.27258849143981934 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8343443124376188, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9667126928734856, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9266297470954595, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.8149127366129604, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 0.998639455782313, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.904004711425206, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7952007923644876, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.971988405598505, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9253431055203539, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9546860416471276, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 177.86761212348938, + "w_drift": "[ 0.02000181 0.14118059 0.05464622 ... 0.08390117 -0.08208727\n 0.32415086]", + "w_unc": "[-0.01758878 -0.0729387 0.02606438 ... 0.06899318 0.06603483\n -0.22457586]", + "w_corr": "[ 0.00355966 0.00584521 0.04795546 ... 0.00603615 -0.03548307\n 0.0131654 ]" + }, + "27": { + "layer": 27, + "drift_auroc": 0.9449015141847527, + "drift_C": 0.1, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9939392763723075, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9987849383244872, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": 0.018128160387277603, + "cos_drift_correctness": 0.0037152741570025682, + "cos_uncertainty_correctness": -0.013423324562609196, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.04116768389940262, + "std": 0.10322339087724686 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.6456489562988281, + "std": 0.22310003638267517 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.019194936379790306, + "std": 0.05565907061100006 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.4477837085723877, + "std": 0.27391842007637024 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8365433529733733, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9676104752292184, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9270967808045429, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.8222116767978065, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 0.998639455782313, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.9022379269729094, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7953958821057686, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9726563687849957, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9220666227224626, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9575465163481095, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 170.3341634273529, + "w_drift": "[ 0.00167277 0.07242737 0.05926999 ... 0.11185995 -0.07043771\n 0.46437752]", + "w_unc": "[ 0.06860892 -0.03812063 0.02996801 ... 0.07644571 -0.05762372\n -0.18824176]", + "w_corr": "[-0.03049358 0.0112666 0.0559877 ... -0.00127445 -0.03867814\n 0.0128533 ]" + }, + "28": { + "layer": 28, + "drift_auroc": 0.9439999480233178, + "drift_C": 0.1, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9943319749637481, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9988571775933862, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": 0.01380065642297268, + "cos_drift_correctness": 0.013924331404268742, + "cos_uncertainty_correctness": -0.04063166677951813, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.04113481566309929, + "std": 0.10309901833534241 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.6451647877693176, + "std": 0.21828100085258484 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.019160686060786247, + "std": 0.05650251358747482 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.45295050740242004, + "std": 0.2749876379966736 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8473518142889339, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9692915910662787, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9264656763774622, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.8018684232330765, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 0.998639455782313, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.8969375736160189, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7853262500750345, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9724170918128964, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.91501041606636, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9560038467403654, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 166.1238706111908, + "w_drift": "[ 0.04381516 0.04741824 0.08252699 ... 0.05170915 -0.14979655\n 0.24210174]", + "w_unc": "[ 0.09788986 0.10878055 0.03830705 ... 0.06414495 -0.035126\n -0.18048161]", + "w_corr": "[-0.03685198 -0.02128489 0.04527665 ... 0.01780699 -0.04185662\n 0.01816299]" + }, + "29": { + "layer": 29, + "drift_auroc": 0.9392099637488692, + "drift_C": 0.01, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9941554379736073, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9987760321132532, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": 0.016834044829010963, + "cos_drift_correctness": 0.004929318558424711, + "cos_uncertainty_correctness": -0.04479650408029556, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.05319129675626755, + "std": 0.1122555285692215 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.5411306619644165, + "std": 0.21351613104343414 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.023374835029244423, + "std": 0.05693286657333374 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.33331790566444397, + "std": 0.2502793073654175 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8430342251843266, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9603913658190543, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9228900585941892, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.8615762396523022, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 1.0, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.9281507656065959, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7805015307041239, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9676038367220379, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9147369040593144, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9411412509507073, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 156.02471804618835, + "w_drift": "[ 0.01085337 -0.00010007 0.02544202 ... 0.00788175 -0.01526929\n 0.05037959]", + "w_unc": "[ 0.03271385 0.15558463 0.05063886 ... 0.02559597 0.00035505\n -0.0671056 ]", + "w_corr": "[-0.04683289 -0.02773704 0.04528363 ... 0.01084925 -0.01801485\n 0.00486035]" + }, + "30": { + "layer": 30, + "drift_auroc": 0.939558455506862, + "drift_C": 0.1, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9942036407658311, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9987834186138401, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": 0.018898507580161095, + "cos_drift_correctness": 0.011649523861706257, + "cos_uncertainty_correctness": -0.03859523683786392, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.03546062856912613, + "std": 0.09644179791212082 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.694013237953186, + "std": 0.2191113382577896 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.01963995210826397, + "std": 0.05668060481548309 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.4498053789138794, + "std": 0.2888471186161041 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8368556618049517, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9748902622753818, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9281174380847307, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.7940798740575027, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 1.0, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.8975265017667845, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7817846209256257, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9744825962411693, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9033421537231074, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9485004478198583, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 169.87367844581604, + "w_drift": "[ 0.00684865 -0.01560974 -0.01675331 ... 0.03815115 0.02557172\n 0.18706886]", + "w_unc": "[-0.00621581 0.16919637 0.04838519 ... -0.0255434 0.05770217\n 0.0276144 ]", + "w_corr": "[-0.03970522 -0.03364222 0.04656466 ... 0.03182818 -0.02312224\n -0.00064488]" + }, + "31": { + "layer": 31, + "drift_auroc": 0.9363686941022866, + "drift_C": 0.01, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9942909164012642, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9986971131859285, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": -0.007254235912114382, + "cos_drift_correctness": 0.007185898255556822, + "cos_uncertainty_correctness": -0.03896021097898483, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.051545895636081696, + "std": 0.10985038429498672 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.5568915605545044, + "std": 0.21460607647895813 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.02353128418326378, + "std": 0.055545978248119354 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.32428428530693054, + "std": 0.2494499683380127 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8286712386103866, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9538916563810673, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9204880812268345, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.8537330802431473, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 1.0, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.9299175500588928, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7953208475898913, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9680171819739712, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9147469296195854, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.938583260486538, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 151.83915209770203, + "w_drift": "[ 0.02482123 0.00865085 0.0082325 ... 0.00730142 -0.02425086\n 0.02997819]", + "w_unc": "[-0.00195864 0.11688194 0.15107636 ... -0.00969116 0.06336361\n 0.03904369]", + "w_corr": "[-0.03906974 -0.02276823 0.04444211 ... 0.02666377 -0.02100772\n 0.02658195]" + }, + "32": { + "layer": 32, + "drift_auroc": 0.9388435491634466, + "drift_C": 0.01, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9942084946028702, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9987695291653678, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": -0.01997324824333191, + "cos_drift_correctness": 0.0041436427272856236, + "cos_uncertainty_correctness": -0.03453610837459564, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.05056867375969887, + "std": 0.1086214929819107 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.5660026669502258, + "std": 0.21915706992149353 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.02353641204535961, + "std": 0.05495976284146309 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.3223986029624939, + "std": 0.2456347495317459 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8320679996136385, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9535871829100205, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9204942483403098, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.8576612508379847, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 1.0, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.9316843345111897, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7984798007083258, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9684462063095401, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9234236313813217, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9389704641742921, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 147.52430605888367, + "w_drift": "[ 0.03184582 0.01172433 0.00448389 ... 0.01306035 -0.0046873\n 0.0524596 ]", + "w_unc": "[-0.03916597 0.10775511 0.17581326 ... 0.08495234 0.03204023\n 0.04462066]", + "w_corr": "[-0.04348665 -0.02638865 0.04857555 ... 0.03789743 -0.00940065\n 0.01163522]" + }, + "33": { + "layer": 33, + "drift_auroc": 0.9369803888072862, + "drift_C": 0.01, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9940681871838652, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9987122749502912, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": -0.016368169337511063, + "cos_drift_correctness": -0.02400965429842472, + "cos_uncertainty_correctness": -0.04260101541876793, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.049814287573099136, + "std": 0.10727660357952118 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.5716899037361145, + "std": 0.21832072734832764 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.02344522438943386, + "std": 0.05497268587350845 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.3293403685092926, + "std": 0.2425490766763687 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.834927074277987, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9581937994362407, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9196663865493839, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.8847761733667774, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 1.0, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.9316843345111896, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7963563239089981, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9691008572606362, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9216697893132014, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9392219974173693, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 146.5901927947998, + "w_drift": "[ 0.01840399 0.03800697 0.01661843 ... 0.03231702 -0.02345989\n 0.03615487]", + "w_unc": "[-0.1202018 0.11766168 0.19873032 ... 0.05039952 0.08263916\n -0.07078872]", + "w_corr": "[-0.05021507 -0.03933212 0.04476181 ... 0.04672774 -0.02536518\n 0.00385837]" + }, + "34": { + "layer": 34, + "drift_auroc": 0.9376726236323419, + "drift_C": 0.01, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.994695461977604, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9987306881885968, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": -0.014855898916721344, + "cos_drift_correctness": -0.009058220311999321, + "cos_uncertainty_correctness": -0.022967658936977386, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.048841703683137894, + "std": 0.10564257204532623 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.5810016393661499, + "std": 0.21850045025348663 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.023229701444506645, + "std": 0.054969340562820435 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.3322674036026001, + "std": 0.24111470580101013 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8455777713384204, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9582693258270658, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9162615685321193, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.8862713638999992, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 1.0, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.9293286219081273, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7899408728014886, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9701232557996784, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9259780459860533, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9391560117041712, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 147.56750893592834, + "w_drift": "[ 0.03872509 0.0196709 0.0071525 ... 0.05272777 -0.01021354\n 0.04862592]", + "w_unc": "[-0.05642967 0.05133048 0.16730328 ... 0.00268363 0.0808002\n -0.1152577 ]", + "w_corr": "[-0.06310319 -0.04579193 0.04687538 ... 0.04182487 -0.03200047\n -0.00519853]" + }, + "35": { + "layer": 35, + "drift_auroc": 0.9386911818516134, + "drift_C": 0.01, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.994342653125586, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9987255989250343, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": -0.020589623600244522, + "cos_drift_correctness": 0.0009063856559805572, + "cos_uncertainty_correctness": -0.023914024233818054, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.046776480972766876, + "std": 0.10260041803121567 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.5960062146186829, + "std": 0.22288955748081207 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.02225722000002861, + "std": 0.05512729287147522 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.372549444437027, + "std": 0.2643154561519623 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8336842783090249, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.961346421943401, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9200638678737966, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.8452138838044879, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 1.0, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.9299175500588929, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7922144186325709, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9734453639214348, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9256914762125704, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9427481760856797, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 131.86589074134827, + "w_drift": "[ 0.03334136 -0.00250431 0.03609922 ... 0.05216762 -0.02689193\n 0.06638744]", + "w_unc": "[ 0.0219491 0.0720257 0.14728415 ... 0.04022821 0.06546428\n -0.15351826]", + "w_corr": "[-0.13319887 -0.1295504 0.08004539 ... 0.05731548 -0.06098698\n 0.00580726]" + }, + "36": { + "layer": 36, + "drift_auroc": 0.9374518388667507, + "drift_C": 0.01, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9951106893727227, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9986804317109185, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": -0.017917778342962265, + "cos_drift_correctness": 0.009981237351894379, + "cos_uncertainty_correctness": -0.024661589413881302, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.046077288687229156, + "std": 0.1020016223192215 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.6022161245346069, + "std": 0.2207697331905365 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.021972017362713814, + "std": 0.054846178740262985 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.3799150884151459, + "std": 0.2653980255126953 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8271805273833671, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.96054582246809, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9219862223096132, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.8213171988339774, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 1.0, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.925206124852768, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.788822858514917, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9733697605748856, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9267263874569164, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9417895933967513, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 146.20178079605103, + "w_drift": "[ 0.04679416 0.00462592 0.0488694 ... 0.05007534 -0.01609652\n 0.06382994]", + "w_unc": "[-0.02866781 0.04773841 0.2494306 ... -0.00312208 0.01401616\n -0.10739164]", + "w_corr": "[-0.05567027 -0.02571576 0.03346082 ... 0.03060674 -0.02229654\n -0.00574752]" + }, + "37": { + "layer": 37, + "drift_auroc": 0.9395448056235812, + "drift_C": 0.01, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9950499933208078, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9986557275773761, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": -0.021700551733374596, + "cos_drift_correctness": 0.0037801479920744896, + "cos_uncertainty_correctness": -0.018151139840483665, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.04322338476777077, + "std": 0.09819500893354416 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.6229969263076782, + "std": 0.22351548075675964 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.021541453897953033, + "std": 0.05638238042593002 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.4120570719242096, + "std": 0.2823449671268463 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8602981422454038, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9674450176754448, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9271936318745135, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.8097473617607847, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 1.0, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.9269729093050648, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7836980010804971, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9747836571426572, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9238802325537373, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9448496957617124, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 142.38232231140137, + "w_drift": "[ 0.04402276 0.00630966 0.03051972 ... 0.05073858 -0.01028188\n 0.03790182]", + "w_unc": "[ 0.02317509 0.06817967 0.2115253 ... -0.03981575 0.06248898\n -0.09036728]", + "w_corr": "[-0.05495614 -0.01849709 0.01629263 ... 0.02817165 -0.01893959\n 0.00880871]" + }, + "38": { + "layer": 38, + "drift_auroc": 0.9384790768616323, + "drift_C": 0.01, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9952001282325064, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9985852907559889, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": -0.024557579308748245, + "cos_drift_correctness": 0.027676168829202652, + "cos_uncertainty_correctness": -0.022644776850938797, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.04366549476981163, + "std": 0.09854526817798615 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.6193614602088928, + "std": 0.2228461503982544 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.02159396931529045, + "std": 0.05630877986550331 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.40896570682525635, + "std": 0.27889347076416016 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8575839531214785, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9661269810261525, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9265644257472926, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.8263488727694543, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 1.0, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.9287396937573615, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7894681553514616, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9758040269546361, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9265819107203527, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9455451111984557, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 131.18389701843262, + "w_drift": "[0.05388299 0.00237944 0.02569951 ... 0.05204735 0.00681964 0.02938356]", + "w_unc": "[ 0.04177472 0.1457971 0.22801362 ... -0.04741073 0.09161355\n -0.14104797]", + "w_corr": "[-0.01868508 -0.01029121 0.00722472 ... 0.0169236 -0.00694748\n -0.00533522]" + }, + "39": { + "layer": 39, + "drift_auroc": 0.9408189117149681, + "drift_C": 0.01, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9955261635396929, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.998698420843927, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": -0.02033008262515068, + "cos_drift_correctness": 0.01788819022476673, + "cos_uncertainty_correctness": -0.028858257457613945, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.04236806184053421, + "std": 0.09760835021734238 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.6318674683570862, + "std": 0.21791011095046997 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.02138642407953739, + "std": 0.05560591071844101 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.4108310043811798, + "std": 0.27675965428352356 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8690073730641682, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9695502356561522, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.925958065328337, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.8354857297810317, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 1.0, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.9358068315665489, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.78183714508674, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9744302361536378, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9280424700961375, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9509009913607639, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 147.01783514022827, + "w_drift": "[ 0.06263143 0.003592 0.01366696 ... 0.05585009 -0.01622341\n 0.02399837]", + "w_unc": "[-0.02873208 0.12993655 0.28142202 ... -0.07911671 0.10677522\n -0.03204371]", + "w_corr": "[-0.04215764 -0.04070306 0.01322067 ... 0.02103935 -0.02287109\n -0.00569244]" + }, + "40": { + "layer": 40, + "drift_auroc": 0.9438097799268559, + "drift_C": 0.01, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9959118662943464, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9986224706536806, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": -0.017884662374854088, + "cos_drift_correctness": 0.01045882236212492, + "cos_uncertainty_correctness": -0.019738443195819855, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.041737236082553864, + "std": 0.09766994416713715 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.6370285749435425, + "std": 0.2188214659690857 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.021031953394412994, + "std": 0.05585416778922081 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.4201854169368744, + "std": 0.28018587827682495 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8597701149425289, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9709655045172774, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9265427747401832, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.8100467764897296, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 1.0, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.9299175500588928, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7795861096104209, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9737708515060607, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9322012898338995, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9551832016363502, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 144.90406441688538, + "w_drift": "[ 0.02235417 -0.0051795 -0.00334762 ... 0.05285361 -0.021793\n -0.00269022]", + "w_unc": "[ 0.08128444 0.13888174 0.25983545 ... -0.05540729 0.10733314\n -0.01087974]", + "w_corr": "[-0.01663578 -0.02216235 0.00568297 ... 0.01541334 -0.00928585\n -0.00204319]" + }, + "41": { + "layer": 41, + "drift_auroc": 0.9432095549281906, + "drift_C": 0.01, + "drift_active_neurons": 3584, + "uncertainty_auroc": 0.9949598216744672, + "uncertainty_active_neurons": 3584, + "uncertainty_threshold": 0.5, + "correctness_auroc": 0.9986459731555484, + "n_correct": 14955, + "n_wrong": 131, + "cos_drift_uncertainty": -0.018864372745156288, + "cos_drift_correctness": 0.008595610968768597, + "cos_uncertainty_correctness": -0.004027208779007196, + "neuron_overlap_ratio": 1.0, + "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.", + "cell_analysis": { + "A_confident_stable": { + "n": 8481, + "mean": 0.04303183779120445, + "std": 0.09851133078336716 + }, + "B_confident_drifted": { + "n": 954, + "mean": 0.6253480315208435, + "std": 0.21846558153629303 + }, + "C_uncertain_stable": { + "n": 5441, + "mean": 0.021384265273809433, + "std": 0.056069374084472656 + }, + "D_uncertain_drifted": { + "n": 210, + "mean": 0.4127427637577057, + "std": 0.28484687209129333 + } + }, + "per_relation": { + "holds_position": { + "auroc": 0.8623394185260311, + "n_drifted": 44, + "n_stable": 1479 + }, + "CEO": { + "auroc": 0.9719975176433793, + "n_drifted": 135, + "n_stable": 1163 + }, + "head_coach": { + "auroc": 0.9251189459581418, + "n_drifted": 372, + "n_stable": 2264 + }, + "works_for": { + "auroc": 0.8065328904255079, + "n_drifted": 7, + "n_stable": 893 + }, + "owned_by": { + "auroc": 1.0, + "n_drifted": 5, + "n_stable": 735 + }, + "member_of_party": { + "auroc": 0.9299175500588928, + "n_drifted": 6, + "n_stable": 849 + }, + "plays_for": { + "auroc": 0.7770649498769434, + "n_drifted": 25, + "n_stable": 1851 + }, + "head_of_state": { + "auroc": 0.9731991990163075, + "n_drifted": 223, + "n_stable": 1255 + }, + "chair_of": { + "auroc": 0.9313310817186924, + "n_drifted": 70, + "n_stable": 788 + }, + "head_of_government": { + "auroc": 0.9563762543549975, + "n_drifted": 277, + "n_stable": 1959 + } + }, + "elapsed_seconds": 136.94732451438904 + } +} \ No newline at end of file