summaryrefslogtreecommitdiff
path: root/results/confirmatory/clean_sparsity/synth_dfa_s2048_a0.5_L8.json
diff options
context:
space:
mode:
Diffstat (limited to 'results/confirmatory/clean_sparsity/synth_dfa_s2048_a0.5_L8.json')
-rw-r--r--results/confirmatory/clean_sparsity/synth_dfa_s2048_a0.5_L8.json1268
1 files changed, 1268 insertions, 0 deletions
diff --git a/results/confirmatory/clean_sparsity/synth_dfa_s2048_a0.5_L8.json b/results/confirmatory/clean_sparsity/synth_dfa_s2048_a0.5_L8.json
new file mode 100644
index 0000000..52778f9
--- /dev/null
+++ b/results/confirmatory/clean_sparsity/synth_dfa_s2048_a0.5_L8.json
@@ -0,0 +1,1268 @@
+{
+ "dataset": "synth",
+ "method": "dfa",
+ "seed": 2048,
+ "alpha": 0.5,
+ "depth": 8,
+ "batch": 512,
+ "loss": 23.92013931274414,
+ "acc": 0.087890625,
+ "per_layer": [
+ {
+ "layer": 0,
+ "mean_norm": 0.03728649765253067,
+ "median_norm": 0.037930846214294434,
+ "max_norm": 0.07764743268489838,
+ "min_norm": 4.226743111193426e-16,
+ "support": {
+ "1e-08": 0.994140625,
+ "1e-07": 0.990234375,
+ "1e-06": 0.986328125,
+ "1e-05": 0.97265625,
+ "0.0001": 0.95703125
+ },
+ "log_norms_percentiles": {
+ "1": -6.577311992645264,
+ "5": -3.1184537410736084,
+ "10": -1.5696603059768677,
+ "25": -1.485742211341858,
+ "50": -1.4209978580474854,
+ "75": -1.3389219045639038,
+ "90": -1.2837460041046143,
+ "95": -1.2658008337020874,
+ "99": -1.2060940265655518
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 2,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 3,
+ 3,
+ 1,
+ 1,
+ 2,
+ 2,
+ 4,
+ 0,
+ 1,
+ 2,
+ 3,
+ 5,
+ 3,
+ 3,
+ 5,
+ 255,
+ 212
+ ],
+ "log_norms_bin_edges": [
+ -15.373993873596191,
+ -15.088711738586426,
+ -14.803428649902344,
+ -14.518146514892578,
+ -14.232864379882812,
+ -13.947582244873047,
+ -13.662299156188965,
+ -13.3770170211792,
+ -13.091733932495117,
+ -12.806451797485352,
+ -12.521169662475586,
+ -12.23588752746582,
+ -11.950604438781738,
+ -11.665322303771973,
+ -11.38003921508789,
+ -11.094757080078125,
+ -10.80947494506836,
+ -10.524192810058594,
+ -10.238910675048828,
+ -9.953627586364746,
+ -9.66834545135498,
+ -9.383062362670898,
+ -9.097780227661133,
+ -8.812498092651367,
+ -8.527215957641602,
+ -8.24193286895752,
+ -7.956650733947754,
+ -7.67136812210083,
+ -7.386085510253906,
+ -7.100803375244141,
+ -6.815521240234375,
+ -6.530238151550293,
+ -6.244956016540527,
+ -5.959673881530762,
+ -5.67439079284668,
+ -5.389108657836914,
+ -5.103826522827148,
+ -4.818543434143066,
+ -4.533261299133301,
+ -4.247979164123535,
+ -3.9626970291137695,
+ -3.6774139404296875,
+ -3.392131805419922,
+ -3.1068496704101562,
+ -2.821566581726074,
+ -2.5362844467163086,
+ -2.251002311706543,
+ -1.965719223022461,
+ -1.6804370880126953,
+ -1.3951549530029297,
+ -1.1098729372024536
+ ],
+ "r_inf_mean": 0.2887355089187622,
+ "r_inf_median": 0.2795327305793762,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.603787899017334,
+ "eff_dim_mean": 0.603787899017334,
+ "topk_energy": {
+ "1": 0.08573924005031586,
+ "5": 0.3092215061187744,
+ "10": 0.4673236608505249,
+ "25": 0.7525699138641357
+ },
+ "gamma_raw": -0.040177542716264725,
+ "gamma_active": {
+ "1e-08": -0.040401361882686615,
+ "1e-07": -0.04038836061954498,
+ "1e-06": -0.04061306640505791,
+ "1e-05": -0.04012471064925194,
+ "0.0001": -0.04011746123433113
+ },
+ "gamma_energy_weighted": {
+ "1e-08": -0.05579394114090364,
+ "1e-07": -0.05579394114090364,
+ "1e-06": -0.05579394114090364,
+ "1e-05": -0.05579394114090364,
+ "0.0001": -0.05579394114090364
+ }
+ },
+ {
+ "layer": 1,
+ "mean_norm": 0.0022627641446888447,
+ "median_norm": 0.002456379123032093,
+ "max_norm": 0.0032219497952610254,
+ "min_norm": 2.4243500737987992e-17,
+ "support": {
+ "1e-08": 0.990234375,
+ "1e-07": 0.982421875,
+ "1e-06": 0.970703125,
+ "1e-05": 0.955078125,
+ "0.0001": 0.943359375
+ },
+ "log_norms_percentiles": {
+ "1": -7.751739978790283,
+ "5": -4.378319263458252,
+ "10": -2.7228407859802246,
+ "25": -2.6509134769439697,
+ "50": -2.6096644401550293,
+ "75": -2.5862069129943848,
+ "90": -2.5598480701446533,
+ "95": -2.5461511611938477,
+ "99": -2.509925603866577
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 0,
+ 0,
+ 2,
+ 1,
+ 1,
+ 5,
+ 0,
+ 1,
+ 2,
+ 2,
+ 4,
+ 0,
+ 1,
+ 2,
+ 1,
+ 4,
+ 5,
+ 3,
+ 3,
+ 4,
+ 466
+ ],
+ "log_norms_bin_edges": [
+ -16.615406036376953,
+ -16.332935333251953,
+ -16.050464630126953,
+ -15.76799488067627,
+ -15.48552417755127,
+ -15.20305347442627,
+ -14.92058277130127,
+ -14.638113021850586,
+ -14.355642318725586,
+ -14.073171615600586,
+ -13.790700912475586,
+ -13.508230209350586,
+ -13.225759506225586,
+ -12.943289756774902,
+ -12.660819053649902,
+ -12.378349304199219,
+ -12.095878601074219,
+ -11.813407897949219,
+ -11.530937194824219,
+ -11.248466491699219,
+ -10.965995788574219,
+ -10.683525085449219,
+ -10.401055335998535,
+ -10.118584632873535,
+ -9.836113929748535,
+ -9.553644180297852,
+ -9.271173477172852,
+ -8.988702774047852,
+ -8.706232070922852,
+ -8.423761367797852,
+ -8.141291618347168,
+ -7.858820915222168,
+ -7.576350212097168,
+ -7.293879508972168,
+ -7.011408805847168,
+ -6.728939056396484,
+ -6.446468353271484,
+ -6.163997650146484,
+ -5.881526947021484,
+ -5.599057197570801,
+ -5.316586494445801,
+ -5.034115791320801,
+ -4.751645088195801,
+ -4.469174385070801,
+ -4.186704635620117,
+ -3.904233932495117,
+ -3.621763229370117,
+ -3.339292526245117,
+ -3.056821823120117,
+ -2.7743520736694336,
+ -2.4918813705444336
+ ],
+ "r_inf_mean": 0.29184481501579285,
+ "r_inf_median": 0.2819744050502777,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.6083689332008362,
+ "eff_dim_mean": 0.6083688735961914,
+ "topk_energy": {
+ "1": 0.08786788582801819,
+ "5": 0.30455708503723145,
+ "10": 0.46107539534568787,
+ "25": 0.7499868869781494
+ },
+ "gamma_raw": 0.34434330463409424,
+ "gamma_active": {
+ "1e-08": 0.34761184453964233,
+ "1e-07": 0.3478282392024994,
+ "1e-06": 0.34765172004699707,
+ "1e-05": 0.3475145697593689,
+ "0.0001": 0.3475410044193268
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.34663940910634533,
+ "1e-07": 0.34663940910634533,
+ "1e-06": 0.34663940910634533,
+ "1e-05": 0.34663940910634533,
+ "0.0001": 0.34663940910634533
+ }
+ },
+ {
+ "layer": 2,
+ "mean_norm": 0.002148794010281563,
+ "median_norm": 0.0023284035269171,
+ "max_norm": 0.003036361886188388,
+ "min_norm": 2.3130853478598014e-17,
+ "support": {
+ "1e-08": 0.990234375,
+ "1e-07": 0.98046875,
+ "1e-06": 0.970703125,
+ "1e-05": 0.955078125,
+ "0.0001": 0.943359375
+ },
+ "log_norms_percentiles": {
+ "1": -7.783513069152832,
+ "5": -4.405360221862793,
+ "10": -2.7452380657196045,
+ "25": -2.6773810386657715,
+ "50": -2.632211208343506,
+ "75": -2.6145877838134766,
+ "90": -2.5779762268066406,
+ "95": -2.5610511302948,
+ "99": -2.5195508003234863
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 0,
+ 0,
+ 2,
+ 0,
+ 2,
+ 5,
+ 0,
+ 1,
+ 2,
+ 2,
+ 4,
+ 0,
+ 1,
+ 2,
+ 1,
+ 4,
+ 5,
+ 3,
+ 3,
+ 4,
+ 466
+ ],
+ "log_norms_bin_edges": [
+ -16.63580894470215,
+ -16.353445053100586,
+ -16.071083068847656,
+ -15.788719177246094,
+ -15.506356239318848,
+ -15.223993301391602,
+ -14.941629409790039,
+ -14.659266471862793,
+ -14.376903533935547,
+ -14.094539642333984,
+ -13.812176704406738,
+ -13.529813766479492,
+ -13.24744987487793,
+ -12.965086936950684,
+ -12.682723999023438,
+ -12.400360107421875,
+ -12.117997169494629,
+ -11.835634231567383,
+ -11.55327033996582,
+ -11.270907402038574,
+ -10.988544464111328,
+ -10.706180572509766,
+ -10.42381763458252,
+ -10.141454696655273,
+ -9.859090805053711,
+ -9.576727867126465,
+ -9.294364929199219,
+ -9.012001037597656,
+ -8.72963809967041,
+ -8.447275161743164,
+ -8.164912223815918,
+ -7.8825483322143555,
+ -7.600185394287109,
+ -7.317822456359863,
+ -7.035458564758301,
+ -6.753095626831055,
+ -6.470732688903809,
+ -6.188368797302246,
+ -5.906005859375,
+ -5.623642921447754,
+ -5.341279983520508,
+ -5.058916091918945,
+ -4.776553153991699,
+ -4.494190216064453,
+ -4.211826324462891,
+ -3.9294633865356445,
+ -3.6471004486083984,
+ -3.364736557006836,
+ -3.08237361907959,
+ -2.8000106811523438,
+ -2.517646551132202
+ ],
+ "r_inf_mean": 0.29782769083976746,
+ "r_inf_median": 0.28757244348526,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.606673538684845,
+ "eff_dim_mean": 0.6066734790802002,
+ "topk_energy": {
+ "1": 0.0915694385766983,
+ "5": 0.30885544419288635,
+ "10": 0.4656135141849518,
+ "25": 0.7512730360031128
+ },
+ "gamma_raw": 0.16950052976608276,
+ "gamma_active": {
+ "1e-08": 0.17113937437534332,
+ "1e-07": 0.1714351326227188,
+ "1e-06": 0.17174233496189117,
+ "1e-05": 0.17273978888988495,
+ "0.0001": 0.17300204932689667
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.17859370830768834,
+ "1e-07": 0.17859370830768834,
+ "1e-06": 0.17859370830768834,
+ "1e-05": 0.17859370830768834,
+ "0.0001": 0.17859370830768834
+ }
+ },
+ {
+ "layer": 3,
+ "mean_norm": 0.002141700591892004,
+ "median_norm": 0.0023202854208648205,
+ "max_norm": 0.0030252267606556416,
+ "min_norm": 2.3068206127725698e-17,
+ "support": {
+ "1e-08": 0.990234375,
+ "1e-07": 0.98046875,
+ "1e-06": 0.96875,
+ "1e-05": 0.955078125,
+ "0.0001": 0.943359375
+ },
+ "log_norms_percentiles": {
+ "1": -7.784777641296387,
+ "5": -4.405984401702881,
+ "10": -2.746476411819458,
+ "25": -2.6792244911193848,
+ "50": -2.634348154067993,
+ "75": -2.615184783935547,
+ "90": -2.5783889293670654,
+ "95": -2.562195062637329,
+ "99": -2.5211620330810547
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 0,
+ 0,
+ 2,
+ 0,
+ 2,
+ 5,
+ 0,
+ 1,
+ 2,
+ 2,
+ 4,
+ 0,
+ 1,
+ 2,
+ 1,
+ 4,
+ 5,
+ 3,
+ 3,
+ 4,
+ 466
+ ],
+ "log_norms_bin_edges": [
+ -16.636985778808594,
+ -16.354631423950195,
+ -16.072275161743164,
+ -15.789920806884766,
+ -15.507566452026367,
+ -15.225211143493652,
+ -14.942856788635254,
+ -14.660501480102539,
+ -14.37814712524414,
+ -14.095791816711426,
+ -13.813437461853027,
+ -13.531082153320312,
+ -13.248727798461914,
+ -12.9663724899292,
+ -12.684017181396484,
+ -12.401662826538086,
+ -12.119308471679688,
+ -11.836953163146973,
+ -11.554597854614258,
+ -11.27224349975586,
+ -10.989889144897461,
+ -10.707533836364746,
+ -10.425178527832031,
+ -10.142824172973633,
+ -9.860468864440918,
+ -9.578113555908203,
+ -9.295759201049805,
+ -9.013404846191406,
+ -8.731049537658691,
+ -8.448695182800293,
+ -8.166339874267578,
+ -7.88398551940918,
+ -7.601630210876465,
+ -7.31927490234375,
+ -7.036920547485352,
+ -6.754565238952637,
+ -6.472210884094238,
+ -6.189855575561523,
+ -5.907501220703125,
+ -5.62514591217041,
+ -5.342791557312012,
+ -5.060436248779297,
+ -4.778081893920898,
+ -4.495726585388184,
+ -4.213372230529785,
+ -3.9310169219970703,
+ -3.648662567138672,
+ -3.366307258605957,
+ -3.083951950073242,
+ -2.8015975952148438,
+ -2.519242286682129
+ ],
+ "r_inf_mean": 0.29786890745162964,
+ "r_inf_median": 0.28813353180885315,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.6065499782562256,
+ "eff_dim_mean": 0.6065499782562256,
+ "topk_energy": {
+ "1": 0.09160222858190536,
+ "5": 0.3090411424636841,
+ "10": 0.46582093834877014,
+ "25": 0.751335620880127
+ },
+ "gamma_raw": 0.06490367650985718,
+ "gamma_active": {
+ "1e-08": 0.06554841995239258,
+ "1e-07": 0.06571294367313385,
+ "1e-06": 0.06613731384277344,
+ "1e-05": 0.06657067686319351,
+ "0.0001": 0.06689292937517166
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.07483635044137862,
+ "1e-07": 0.07483635044137862,
+ "1e-06": 0.07483635044137862,
+ "1e-05": 0.07483635044137862,
+ "0.0001": 0.07483635044137862
+ }
+ },
+ {
+ "layer": 4,
+ "mean_norm": 0.0021400912664830685,
+ "median_norm": 0.002316127996891737,
+ "max_norm": 0.003018693532794714,
+ "min_norm": 2.3042234310852758e-17,
+ "support": {
+ "1e-08": 0.990234375,
+ "1e-07": 0.98046875,
+ "1e-06": 0.96875,
+ "1e-05": 0.955078125,
+ "0.0001": 0.943359375
+ },
+ "log_norms_percentiles": {
+ "1": -7.7849345207214355,
+ "5": -4.406647682189941,
+ "10": -2.7464849948883057,
+ "25": -2.6788127422332764,
+ "50": -2.6350479125976562,
+ "75": -2.6158316135406494,
+ "90": -2.5785694122314453,
+ "95": -2.563105821609497,
+ "99": -2.5221107006073
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 0,
+ 0,
+ 2,
+ 0,
+ 2,
+ 5,
+ 0,
+ 1,
+ 2,
+ 2,
+ 4,
+ 0,
+ 1,
+ 2,
+ 1,
+ 4,
+ 5,
+ 3,
+ 3,
+ 4,
+ 466
+ ],
+ "log_norms_bin_edges": [
+ -16.637475967407227,
+ -16.35512924194336,
+ -16.072784423828125,
+ -15.790438652038574,
+ -15.508092880249023,
+ -15.225746154785156,
+ -14.943400382995605,
+ -14.661054611206055,
+ -14.378708839416504,
+ -14.096363067626953,
+ -13.814017295837402,
+ -13.531671524047852,
+ -13.249324798583984,
+ -12.96697998046875,
+ -12.684633255004883,
+ -12.402287483215332,
+ -12.119941711425781,
+ -11.83759593963623,
+ -11.55525016784668,
+ -11.272903442382812,
+ -10.990558624267578,
+ -10.708211898803711,
+ -10.42586612701416,
+ -10.14352035522461,
+ -9.861174583435059,
+ -9.578828811645508,
+ -9.296483039855957,
+ -9.014137268066406,
+ -8.731790542602539,
+ -8.449444770812988,
+ -8.167098999023438,
+ -7.884753227233887,
+ -7.602407455444336,
+ -7.320061683654785,
+ -7.037715911865234,
+ -6.755370140075684,
+ -6.473024368286133,
+ -6.190677642822266,
+ -5.908331871032715,
+ -5.625986099243164,
+ -5.343640327453613,
+ -5.0612945556640625,
+ -4.778948783874512,
+ -4.496603012084961,
+ -4.214256286621094,
+ -3.931910514831543,
+ -3.649564743041992,
+ -3.3672189712524414,
+ -3.0848731994628906,
+ -2.80252742767334,
+ -2.520181179046631
+ ],
+ "r_inf_mean": 0.29807865619659424,
+ "r_inf_median": 0.28884026408195496,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.6064637899398804,
+ "eff_dim_mean": 0.6064637899398804,
+ "topk_energy": {
+ "1": 0.09174832701683044,
+ "5": 0.30914807319641113,
+ "10": 0.46608108282089233,
+ "25": 0.7512701749801636
+ },
+ "gamma_raw": 0.1282370388507843,
+ "gamma_active": {
+ "1e-08": 0.12944062054157257,
+ "1e-07": 0.12994083762168884,
+ "1e-06": 0.1299200803041458,
+ "1e-05": 0.12985725700855255,
+ "0.0001": 0.12957803905010223
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.1308258253866679,
+ "1e-07": 0.1308258253866679,
+ "1e-06": 0.1308258253866679,
+ "1e-05": 0.1308258253866679,
+ "0.0001": 0.1308258253866679
+ }
+ },
+ {
+ "layer": 5,
+ "mean_norm": 0.0021391124464571476,
+ "median_norm": 0.002316426020115614,
+ "max_norm": 0.0030164900235831738,
+ "min_norm": 2.296785753889444e-17,
+ "support": {
+ "1e-08": 0.990234375,
+ "1e-07": 0.98046875,
+ "1e-06": 0.96875,
+ "1e-05": 0.955078125,
+ "0.0001": 0.943359375
+ },
+ "log_norms_percentiles": {
+ "1": -7.785044193267822,
+ "5": -4.40732479095459,
+ "10": -2.7460896968841553,
+ "25": -2.678236961364746,
+ "50": -2.6351685523986816,
+ "75": -2.6151626110076904,
+ "90": -2.5793752670288086,
+ "95": -2.5638644695281982,
+ "99": -2.5224201679229736
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 0,
+ 0,
+ 2,
+ 0,
+ 2,
+ 5,
+ 0,
+ 1,
+ 2,
+ 2,
+ 4,
+ 0,
+ 1,
+ 2,
+ 1,
+ 4,
+ 5,
+ 3,
+ 3,
+ 4,
+ 466
+ ],
+ "log_norms_bin_edges": [
+ -16.638879776000977,
+ -16.35651206970215,
+ -16.07414436340332,
+ -15.791776657104492,
+ -15.509408950805664,
+ -15.227041244506836,
+ -14.944673538208008,
+ -14.662306785583496,
+ -14.379939079284668,
+ -14.09757137298584,
+ -13.815203666687012,
+ -13.532835960388184,
+ -13.250468254089355,
+ -12.968100547790527,
+ -12.6857328414917,
+ -12.403366088867188,
+ -12.12099838256836,
+ -11.838630676269531,
+ -11.556262969970703,
+ -11.273895263671875,
+ -10.991527557373047,
+ -10.709159851074219,
+ -10.42679214477539,
+ -10.144424438476562,
+ -9.862056732177734,
+ -9.579689025878906,
+ -9.297321319580078,
+ -9.01495361328125,
+ -8.732585906982422,
+ -8.45021915435791,
+ -8.167851448059082,
+ -7.885483741760254,
+ -7.603116035461426,
+ -7.320748329162598,
+ -7.0383806228637695,
+ -6.756012916564941,
+ -6.473645210266113,
+ -6.191277503967285,
+ -5.908910751342773,
+ -5.626543045043945,
+ -5.344175338745117,
+ -5.061807632446289,
+ -4.779439926147461,
+ -4.497072219848633,
+ -4.214704513549805,
+ -3.9323368072509766,
+ -3.6499691009521484,
+ -3.3676013946533203,
+ -3.085233688354492,
+ -2.8028669357299805,
+ -2.520498037338257
+ ],
+ "r_inf_mean": 0.29812687635421753,
+ "r_inf_median": 0.28683507442474365,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.6063953042030334,
+ "eff_dim_mean": 0.6063952445983887,
+ "topk_energy": {
+ "1": 0.09178844094276428,
+ "5": 0.3090246617794037,
+ "10": 0.4659978747367859,
+ "25": 0.7513611316680908
+ },
+ "gamma_raw": 0.10234156996011734,
+ "gamma_active": {
+ "1e-08": 0.10332465171813965,
+ "1e-07": 0.10371534526348114,
+ "1e-06": 0.10408875346183777,
+ "1e-05": 0.10438687354326248,
+ "0.0001": 0.10498493909835815
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.11069016244554784,
+ "1e-07": 0.11069016244554784,
+ "1e-06": 0.11069016244554784,
+ "1e-05": 0.11069016244554784,
+ "0.0001": 0.11069016244554784
+ }
+ },
+ {
+ "layer": 6,
+ "mean_norm": 0.0021382225677371025,
+ "median_norm": 0.002312885597348213,
+ "max_norm": 0.0030126406345516443,
+ "min_norm": 2.2995520112939438e-17,
+ "support": {
+ "1e-08": 0.990234375,
+ "1e-07": 0.98046875,
+ "1e-06": 0.96875,
+ "1e-05": 0.955078125,
+ "0.0001": 0.943359375
+ },
+ "log_norms_percentiles": {
+ "1": -7.785416603088379,
+ "5": -4.407804012298584,
+ "10": -2.746650218963623,
+ "25": -2.6778483390808105,
+ "50": -2.635842800140381,
+ "75": -2.615457057952881,
+ "90": -2.5797200202941895,
+ "95": -2.564593553543091,
+ "99": -2.522966146469116
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 0,
+ 0,
+ 2,
+ 0,
+ 2,
+ 5,
+ 0,
+ 1,
+ 2,
+ 2,
+ 4,
+ 0,
+ 1,
+ 2,
+ 1,
+ 4,
+ 5,
+ 3,
+ 3,
+ 4,
+ 466
+ ],
+ "log_norms_bin_edges": [
+ -16.638357162475586,
+ -16.35601043701172,
+ -16.073665618896484,
+ -15.791318893432617,
+ -15.508973121643066,
+ -15.226627349853516,
+ -14.944280624389648,
+ -14.661934852600098,
+ -14.379589080810547,
+ -14.09724235534668,
+ -13.814896583557129,
+ -13.532550811767578,
+ -13.250204086303711,
+ -12.96785831451416,
+ -12.68551254272461,
+ -12.403165817260742,
+ -12.120820045471191,
+ -11.83847427368164,
+ -11.556127548217773,
+ -11.273781776428223,
+ -10.991436004638672,
+ -10.709089279174805,
+ -10.426743507385254,
+ -10.144397735595703,
+ -9.862051010131836,
+ -9.579705238342285,
+ -9.297359466552734,
+ -9.015012741088867,
+ -8.732666969299316,
+ -8.450321197509766,
+ -8.167975425720215,
+ -7.885628700256348,
+ -7.603282928466797,
+ -7.320937156677246,
+ -7.038590431213379,
+ -6.756244659423828,
+ -6.473898887634277,
+ -6.19155216217041,
+ -5.909206390380859,
+ -5.626860618591309,
+ -5.344514846801758,
+ -5.062168121337891,
+ -4.77982234954834,
+ -4.497476577758789,
+ -4.215129852294922,
+ -3.932784080505371,
+ -3.6504383087158203,
+ -3.368091583251953,
+ -3.0857458114624023,
+ -2.8034000396728516,
+ -2.521052837371826
+ ],
+ "r_inf_mean": 0.2985108494758606,
+ "r_inf_median": 0.28717949986457825,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.6062836647033691,
+ "eff_dim_mean": 0.6062836647033691,
+ "topk_energy": {
+ "1": 0.09203489124774933,
+ "5": 0.30927520990371704,
+ "10": 0.46633467078208923,
+ "25": 0.7511510848999023
+ },
+ "gamma_raw": 0.1039440929889679,
+ "gamma_active": {
+ "1e-08": 0.10492013394832611,
+ "1e-07": 0.10531504452228546,
+ "1e-06": 0.10525121539831161,
+ "1e-05": 0.10601872205734253,
+ "0.0001": 0.10626757144927979
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.11048480657144158,
+ "1e-07": 0.11048480657144158,
+ "1e-06": 0.11048480657144158,
+ "1e-05": 0.11048480657144158,
+ "0.0001": 0.11048480657144158
+ }
+ },
+ {
+ "layer": 7,
+ "mean_norm": 0.002137281931936741,
+ "median_norm": 0.0023135398514568806,
+ "max_norm": 0.003005567006766796,
+ "min_norm": 2.299019141543337e-17,
+ "support": {
+ "1e-08": 0.990234375,
+ "1e-07": 0.98046875,
+ "1e-06": 0.96875,
+ "1e-05": 0.955078125,
+ "0.0001": 0.943359375
+ },
+ "log_norms_percentiles": {
+ "1": -7.785310745239258,
+ "5": -4.407889366149902,
+ "10": -2.7471535205841064,
+ "25": -2.6784987449645996,
+ "50": -2.6356680393218994,
+ "75": -2.615532636642456,
+ "90": -2.579728841781616,
+ "95": -2.5643932819366455,
+ "99": -2.5239601135253906
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 0,
+ 0,
+ 2,
+ 0,
+ 2,
+ 5,
+ 0,
+ 1,
+ 2,
+ 2,
+ 4,
+ 0,
+ 1,
+ 2,
+ 1,
+ 4,
+ 5,
+ 3,
+ 3,
+ 4,
+ 466
+ ],
+ "log_norms_bin_edges": [
+ -16.638456344604492,
+ -16.356128692626953,
+ -16.073801040649414,
+ -15.791473388671875,
+ -15.509145736694336,
+ -15.226818084716797,
+ -14.944490432739258,
+ -14.662162780761719,
+ -14.37983512878418,
+ -14.09750747680664,
+ -13.815179824829102,
+ -13.532852172851562,
+ -13.250524520874023,
+ -12.968196868896484,
+ -12.685869216918945,
+ -12.403541564941406,
+ -12.121213912963867,
+ -11.838886260986328,
+ -11.556558609008789,
+ -11.27423095703125,
+ -10.991903305053711,
+ -10.709575653076172,
+ -10.427248001098633,
+ -10.144920349121094,
+ -9.862592697143555,
+ -9.580265045166016,
+ -9.297937393188477,
+ -9.015609741210938,
+ -8.733282089233398,
+ -8.45095443725586,
+ -8.16862678527832,
+ -7.886299133300781,
+ -7.603971481323242,
+ -7.321643829345703,
+ -7.039316177368164,
+ -6.756988525390625,
+ -6.474660873413086,
+ -6.192333221435547,
+ -5.910005569458008,
+ -5.627677917480469,
+ -5.34535026550293,
+ -5.063022613525391,
+ -4.780694961547852,
+ -4.4983673095703125,
+ -4.216039657592773,
+ -3.9337120056152344,
+ -3.6513843536376953,
+ -3.3690567016601562,
+ -3.086729049682617,
+ -2.804401397705078,
+ -2.522073745727539
+ ],
+ "r_inf_mean": 0.29834839701652527,
+ "r_inf_median": 0.28551462292671204,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.6062889099121094,
+ "eff_dim_mean": 0.6062889099121094,
+ "topk_energy": {
+ "1": 0.09192343801259995,
+ "5": 0.30915555357933044,
+ "10": 0.4663572907447815,
+ "25": 0.7512447834014893
+ },
+ "gamma_raw": 0.012570230290293694,
+ "gamma_active": {
+ "1e-08": 0.012692345306277275,
+ "1e-07": 0.012734109535813332,
+ "1e-06": 0.013072150759398937,
+ "1e-05": 0.013508720323443413,
+ "0.0001": 0.014173618517816067
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.020062512382802617,
+ "1e-07": 0.020062512382802617,
+ "1e-06": 0.020062512382802617,
+ "1e-05": 0.020062512382802617,
+ "0.0001": 0.020062512382802617
+ }
+ }
+ ]
+} \ No newline at end of file