summaryrefslogtreecommitdiff
path: root/results/confirmatory/clean_sparsity/synth_dfa_s2048_a0.0_L8.json
diff options
context:
space:
mode:
Diffstat (limited to 'results/confirmatory/clean_sparsity/synth_dfa_s2048_a0.0_L8.json')
-rw-r--r--results/confirmatory/clean_sparsity/synth_dfa_s2048_a0.0_L8.json1268
1 files changed, 1268 insertions, 0 deletions
diff --git a/results/confirmatory/clean_sparsity/synth_dfa_s2048_a0.0_L8.json b/results/confirmatory/clean_sparsity/synth_dfa_s2048_a0.0_L8.json
new file mode 100644
index 0000000..6458c9e
--- /dev/null
+++ b/results/confirmatory/clean_sparsity/synth_dfa_s2048_a0.0_L8.json
@@ -0,0 +1,1268 @@
+{
+ "dataset": "synth",
+ "method": "dfa",
+ "seed": 2048,
+ "alpha": 0.0,
+ "depth": 8,
+ "batch": 512,
+ "loss": 36.14605712890625,
+ "acc": 0.099609375,
+ "per_layer": [
+ {
+ "layer": 0,
+ "mean_norm": 0.055504437536001205,
+ "median_norm": 0.057881806045770645,
+ "max_norm": 0.11886393278837204,
+ "min_norm": 6.589244503884699e-20,
+ "support": {
+ "1e-08": 0.97265625,
+ "1e-07": 0.970703125,
+ "1e-06": 0.955078125,
+ "1e-05": 0.94921875,
+ "0.0001": 0.935546875
+ },
+ "log_norms_percentiles": {
+ "1": -11.647076606750488,
+ "5": -4.919196605682373,
+ "10": -1.4880098104476929,
+ "25": -1.2944984436035156,
+ "50": -1.2370095252990723,
+ "75": -1.1740803718566895,
+ "90": -1.126237154006958,
+ "95": -1.0971667766571045,
+ "99": -1.0363616943359375
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 1,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 2,
+ 0,
+ 1,
+ 1,
+ 0,
+ 1,
+ 0,
+ 1,
+ 0,
+ 2,
+ 0,
+ 1,
+ 3,
+ 2,
+ 2,
+ 1,
+ 2,
+ 1,
+ 2,
+ 5,
+ 1,
+ 4,
+ 0,
+ 2,
+ 2,
+ 2,
+ 4,
+ 85,
+ 379
+ ],
+ "log_norms_bin_edges": [
+ -19.18116569519043,
+ -18.816041946411133,
+ -18.450916290283203,
+ -18.085792541503906,
+ -17.72066879272461,
+ -17.355545043945312,
+ -16.990419387817383,
+ -16.625295639038086,
+ -16.26017189025879,
+ -15.895047187805176,
+ -15.529922485351562,
+ -15.164798736572266,
+ -14.799674034118652,
+ -14.434549331665039,
+ -14.069425582885742,
+ -13.704300880432129,
+ -13.339176177978516,
+ -12.974052429199219,
+ -12.608928680419922,
+ -12.243803024291992,
+ -11.878679275512695,
+ -11.513555526733398,
+ -11.148430824279785,
+ -10.783306121826172,
+ -10.418182373046875,
+ -10.053057670593262,
+ -9.687933921813965,
+ -9.322809219360352,
+ -8.957684516906738,
+ -8.592560768127441,
+ -8.227436065673828,
+ -7.862312316894531,
+ -7.497187614440918,
+ -7.132062911987305,
+ -6.766939163208008,
+ -6.4018144607543945,
+ -6.036690711975098,
+ -5.671566009521484,
+ -5.306441307067871,
+ -4.941317558288574,
+ -4.576192855834961,
+ -4.211069107055664,
+ -3.845944404602051,
+ -3.4808197021484375,
+ -3.1156959533691406,
+ -2.7505722045898438,
+ -2.385446548461914,
+ -2.020322799682617,
+ -1.6551990509033203,
+ -1.2900733947753906,
+ -0.9249498844146729
+ ],
+ "r_inf_mean": 0.2429077923297882,
+ "r_inf_median": 0.2387201189994812,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.6452568173408508,
+ "eff_dim_mean": 0.645256757736206,
+ "topk_energy": {
+ "1": 0.059589896351099014,
+ "5": 0.251677930355072,
+ "10": 0.40609800815582275,
+ "25": 0.7130331993103027
+ },
+ "gamma_raw": -0.03683127835392952,
+ "gamma_active": {
+ "1e-08": -0.03761593997478485,
+ "1e-07": -0.03797260299324989,
+ "1e-06": -0.03765438497066498,
+ "1e-05": -0.037655748426914215,
+ "0.0001": -0.03723730891942978
+ },
+ "gamma_energy_weighted": {
+ "1e-08": -0.04976179826949791,
+ "1e-07": -0.04976179826949791,
+ "1e-06": -0.04976179826949791,
+ "1e-05": -0.04976179826949791,
+ "0.0001": -0.04976179826949791
+ }
+ },
+ {
+ "layer": 1,
+ "mean_norm": 0.002288861433044076,
+ "median_norm": 0.0024964488111436367,
+ "max_norm": 0.003277365816757083,
+ "min_norm": 2.898652306351957e-21,
+ "support": {
+ "1e-08": 0.96484375,
+ "1e-07": 0.955078125,
+ "1e-06": 0.9453125,
+ "1e-05": 0.931640625,
+ "0.0001": 0.919921875
+ },
+ "log_norms_percentiles": {
+ "1": -12.88931655883789,
+ "5": -6.381153583526611,
+ "10": -2.7562167644500732,
+ "25": -2.6421561241149902,
+ "50": -2.6025660037994385,
+ "75": -2.570456027984619,
+ "90": -2.552410840988159,
+ "95": -2.5386509895324707,
+ "99": -2.505640983581543
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 2,
+ 1,
+ 1,
+ 1,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 2,
+ 0,
+ 0,
+ 4,
+ 1,
+ 2,
+ 2,
+ 2,
+ 0,
+ 2,
+ 5,
+ 1,
+ 1,
+ 4,
+ 0,
+ 3,
+ 2,
+ 4,
+ 4,
+ 461
+ ],
+ "log_norms_bin_edges": [
+ -20.537805557250977,
+ -20.176738739013672,
+ -19.815671920776367,
+ -19.454605102539062,
+ -19.09354019165039,
+ -18.732473373413086,
+ -18.37140655517578,
+ -18.010339736938477,
+ -17.649272918701172,
+ -17.288206100463867,
+ -16.927139282226562,
+ -16.566072463989258,
+ -16.205005645751953,
+ -15.843939781188965,
+ -15.482873916625977,
+ -15.121807098388672,
+ -14.760740280151367,
+ -14.399673461914062,
+ -14.038606643676758,
+ -13.67754077911377,
+ -13.316473960876465,
+ -12.95540714263916,
+ -12.594341278076172,
+ -12.233274459838867,
+ -11.872207641601562,
+ -11.511140823364258,
+ -11.150074005126953,
+ -10.789008140563965,
+ -10.42794132232666,
+ -10.066874504089355,
+ -9.705808639526367,
+ -9.344741821289062,
+ -8.983675003051758,
+ -8.622608184814453,
+ -8.261541366577148,
+ -7.90047550201416,
+ -7.5394086837768555,
+ -7.178341865539551,
+ -6.8172760009765625,
+ -6.456209182739258,
+ -6.095142364501953,
+ -5.734075546264648,
+ -5.373008728027344,
+ -5.0119428634643555,
+ -4.650876045227051,
+ -4.2898101806640625,
+ -3.928743362426758,
+ -3.567676544189453,
+ -3.2066097259521484,
+ -2.8455429077148438,
+ -2.4844751358032227
+ ],
+ "r_inf_mean": 0.3065078854560852,
+ "r_inf_median": 0.3005591034889221,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.5986630916595459,
+ "eff_dim_mean": 0.5986629724502563,
+ "topk_energy": {
+ "1": 0.09751436859369278,
+ "5": 0.32262447476387024,
+ "10": 0.47472524642944336,
+ "25": 0.756047248840332
+ },
+ "gamma_raw": 0.3437643051147461,
+ "gamma_active": {
+ "1e-08": 0.35513484477996826,
+ "1e-07": 0.35526740550994873,
+ "1e-06": 0.3555724024772644,
+ "1e-05": 0.35503944754600525,
+ "0.0001": 0.35479313135147095
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.35550138147936666,
+ "1e-07": 0.35550138147936666,
+ "1e-06": 0.35550138147936666,
+ "1e-05": 0.35550138147936666,
+ "0.0001": 0.35550138147936666
+ }
+ },
+ {
+ "layer": 2,
+ "mean_norm": 0.002138030482456088,
+ "median_norm": 0.002335913944989443,
+ "max_norm": 0.003004532540217042,
+ "min_norm": 2.761243389440121e-21,
+ "support": {
+ "1e-08": 0.96484375,
+ "1e-07": 0.955078125,
+ "1e-06": 0.9453125,
+ "1e-05": 0.9296875,
+ "0.0001": 0.919921875
+ },
+ "log_norms_percentiles": {
+ "1": -12.907032012939453,
+ "5": -6.408969402313232,
+ "10": -2.7873892784118652,
+ "25": -2.6712138652801514,
+ "50": -2.6315319538116455,
+ "75": -2.598267078399658,
+ "90": -2.5775797367095947,
+ "95": -2.5722849369049072,
+ "99": -2.522294044494629
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 2,
+ 1,
+ 1,
+ 0,
+ 1,
+ 0,
+ 1,
+ 1,
+ 0,
+ 2,
+ 0,
+ 0,
+ 4,
+ 1,
+ 2,
+ 2,
+ 1,
+ 1,
+ 2,
+ 5,
+ 2,
+ 0,
+ 4,
+ 0,
+ 3,
+ 2,
+ 4,
+ 4,
+ 461
+ ],
+ "log_norms_bin_edges": [
+ -20.558897018432617,
+ -20.198163986206055,
+ -19.837430953979492,
+ -19.476696014404297,
+ -19.115962982177734,
+ -18.755229949951172,
+ -18.39449691772461,
+ -18.033761978149414,
+ -17.67302894592285,
+ -17.31229591369629,
+ -16.951562881469727,
+ -16.59082794189453,
+ -16.23009490966797,
+ -15.869361877441406,
+ -15.508628845214844,
+ -15.147894859313965,
+ -14.787160873413086,
+ -14.426427841186523,
+ -14.065694808959961,
+ -13.704960823059082,
+ -13.344226837158203,
+ -12.98349380493164,
+ -12.622760772705078,
+ -12.2620267868042,
+ -11.901293754577637,
+ -11.540559768676758,
+ -11.179826736450195,
+ -10.819092750549316,
+ -10.458359718322754,
+ -10.097625732421875,
+ -9.736892700195312,
+ -9.376158714294434,
+ -9.015425682067871,
+ -8.654692649841309,
+ -8.29395866394043,
+ -7.933225631713867,
+ -7.572491645812988,
+ -7.211758613586426,
+ -6.851024627685547,
+ -6.490291595458984,
+ -6.1295576095581055,
+ -5.768824577331543,
+ -5.408090591430664,
+ -5.047357559204102,
+ -4.686623573303223,
+ -4.325889587402344,
+ -3.9651565551757812,
+ -3.6044235229492188,
+ -3.2436904907226562,
+ -2.8829574584960938,
+ -2.5222232341766357
+ ],
+ "r_inf_mean": 0.31301936507225037,
+ "r_inf_median": 0.30262836813926697,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.5990524291992188,
+ "eff_dim_mean": 0.599052369594574,
+ "topk_energy": {
+ "1": 0.10172069072723389,
+ "5": 0.3281489610671997,
+ "10": 0.48029476404190063,
+ "25": 0.7574486136436462
+ },
+ "gamma_raw": 0.18513521552085876,
+ "gamma_active": {
+ "1e-08": 0.19112245738506317,
+ "1e-07": 0.19085633754730225,
+ "1e-06": 0.19106708467006683,
+ "1e-05": 0.19107261300086975,
+ "0.0001": 0.19071008265018463
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.19616062324390338,
+ "1e-07": 0.19616062324390338,
+ "1e-06": 0.19616062324390338,
+ "1e-05": 0.19616062324390338,
+ "0.0001": 0.19616062324390338
+ }
+ },
+ {
+ "layer": 3,
+ "mean_norm": 0.002128136344254017,
+ "median_norm": 0.002323511289432645,
+ "max_norm": 0.0029918979853391647,
+ "min_norm": 2.7454661713357008e-21,
+ "support": {
+ "1e-08": 0.96484375,
+ "1e-07": 0.955078125,
+ "1e-06": 0.9453125,
+ "1e-05": 0.9296875,
+ "0.0001": 0.919921875
+ },
+ "log_norms_percentiles": {
+ "1": -12.9086332321167,
+ "5": -6.410649299621582,
+ "10": -2.790327548980713,
+ "25": -2.672593832015991,
+ "50": -2.6338486671447754,
+ "75": -2.599804401397705,
+ "90": -2.5792012214660645,
+ "95": -2.57436466217041,
+ "99": -2.524198293685913
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 2,
+ 1,
+ 1,
+ 0,
+ 1,
+ 1,
+ 0,
+ 1,
+ 0,
+ 2,
+ 0,
+ 0,
+ 4,
+ 1,
+ 2,
+ 2,
+ 1,
+ 1,
+ 2,
+ 5,
+ 2,
+ 0,
+ 4,
+ 0,
+ 3,
+ 2,
+ 4,
+ 4,
+ 461
+ ],
+ "log_norms_bin_edges": [
+ -20.561384201049805,
+ -20.200637817382812,
+ -19.83989143371582,
+ -19.479145050048828,
+ -19.118396759033203,
+ -18.75765037536621,
+ -18.39690399169922,
+ -18.036157608032227,
+ -17.675411224365234,
+ -17.314664840698242,
+ -16.95391845703125,
+ -16.593172073364258,
+ -16.232425689697266,
+ -15.871678352355957,
+ -15.510931015014648,
+ -15.150184631347656,
+ -14.789438247680664,
+ -14.428691864013672,
+ -14.06794548034668,
+ -13.707198143005371,
+ -13.346451759338379,
+ -12.985705375671387,
+ -12.624958038330078,
+ -12.264211654663086,
+ -11.903465270996094,
+ -11.542718887329102,
+ -11.18197250366211,
+ -10.8212251663208,
+ -10.460478782653809,
+ -10.099732398986816,
+ -9.738985061645508,
+ -9.378238677978516,
+ -9.017492294311523,
+ -8.656745910644531,
+ -8.295999526977539,
+ -7.9352521896362305,
+ -7.574505805969238,
+ -7.213759422302246,
+ -6.8530120849609375,
+ -6.492265701293945,
+ -6.131519317626953,
+ -5.770772933959961,
+ -5.410026550292969,
+ -5.04927921295166,
+ -4.688532829284668,
+ -4.327785491943359,
+ -3.967039108276367,
+ -3.606292724609375,
+ -3.245546340942383,
+ -2.8847999572753906,
+ -2.5240533351898193
+ ],
+ "r_inf_mean": 0.31338369846343994,
+ "r_inf_median": 0.3033016622066498,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.5989930629730225,
+ "eff_dim_mean": 0.5989930629730225,
+ "topk_energy": {
+ "1": 0.10196825116872787,
+ "5": 0.32853221893310547,
+ "10": 0.48054033517837524,
+ "25": 0.7574808597564697
+ },
+ "gamma_raw": 0.08645286411046982,
+ "gamma_active": {
+ "1e-08": 0.08924280107021332,
+ "1e-07": 0.08880488574504852,
+ "1e-06": 0.08904463797807693,
+ "1e-05": 0.08823958784341812,
+ "0.0001": 0.0877402201294899
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.09732277179946384,
+ "1e-07": 0.09732277179946384,
+ "1e-06": 0.09732277179946384,
+ "1e-05": 0.09732277179946384,
+ "0.0001": 0.09732277179946384
+ }
+ },
+ {
+ "layer": 4,
+ "mean_norm": 0.002126226667314768,
+ "median_norm": 0.002316283993422985,
+ "max_norm": 0.0029875438194721937,
+ "min_norm": 2.7449556458013907e-21,
+ "support": {
+ "1e-08": 0.96484375,
+ "1e-07": 0.955078125,
+ "1e-06": 0.9453125,
+ "1e-05": 0.9296875,
+ "0.0001": 0.919921875
+ },
+ "log_norms_percentiles": {
+ "1": -12.90845012664795,
+ "5": -6.410859107971191,
+ "10": -2.7905187606811523,
+ "25": -2.672651529312134,
+ "50": -2.6352081298828125,
+ "75": -2.6001932621002197,
+ "90": -2.5797858238220215,
+ "95": -2.5751142501831055,
+ "99": -2.524810552597046
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 2,
+ 1,
+ 1,
+ 0,
+ 1,
+ 1,
+ 0,
+ 1,
+ 0,
+ 2,
+ 0,
+ 0,
+ 4,
+ 1,
+ 2,
+ 2,
+ 1,
+ 1,
+ 2,
+ 5,
+ 2,
+ 0,
+ 4,
+ 0,
+ 3,
+ 2,
+ 4,
+ 4,
+ 461
+ ],
+ "log_norms_bin_edges": [
+ -20.561464309692383,
+ -20.200729370117188,
+ -19.83999252319336,
+ -19.479257583618164,
+ -19.11852264404297,
+ -18.75778579711914,
+ -18.397050857543945,
+ -18.03631591796875,
+ -17.675579071044922,
+ -17.314844131469727,
+ -16.95410919189453,
+ -16.593372344970703,
+ -16.232637405395508,
+ -15.871902465820312,
+ -15.5111665725708,
+ -15.150430679321289,
+ -14.789695739746094,
+ -14.428960800170898,
+ -14.068224906921387,
+ -13.707489013671875,
+ -13.34675407409668,
+ -12.986018180847168,
+ -12.625282287597656,
+ -12.264547348022461,
+ -11.90381145477295,
+ -11.543075561523438,
+ -11.182340621948242,
+ -10.82160472869873,
+ -10.460868835449219,
+ -10.100133895874023,
+ -9.739398002624512,
+ -9.378663063049316,
+ -9.017927169799805,
+ -8.657191276550293,
+ -8.296456336975098,
+ -7.935720443725586,
+ -7.574985504150391,
+ -7.214249610900879,
+ -6.853513717651367,
+ -6.492778778076172,
+ -6.13204288482666,
+ -5.771306991577148,
+ -5.410572052001953,
+ -5.049836158752441,
+ -4.68910026550293,
+ -4.328365325927734,
+ -3.967630386352539,
+ -3.606893539428711,
+ -3.2461585998535156,
+ -2.8854236602783203,
+ -2.524685859680176
+ ],
+ "r_inf_mean": 0.31393176317214966,
+ "r_inf_median": 0.30327028036117554,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.5987378358840942,
+ "eff_dim_mean": 0.5987377762794495,
+ "topk_energy": {
+ "1": 0.10235325992107391,
+ "5": 0.32886970043182373,
+ "10": 0.4806055724620819,
+ "25": 0.7576441168785095
+ },
+ "gamma_raw": 0.12179914116859436,
+ "gamma_active": {
+ "1e-08": 0.12605983018875122,
+ "1e-07": 0.12638576328754425,
+ "1e-06": 0.12639909982681274,
+ "1e-05": 0.127172589302063,
+ "0.0001": 0.12743385136127472
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.12665228790312075,
+ "1e-07": 0.12665228790312075,
+ "1e-06": 0.12665228790312075,
+ "1e-05": 0.12665228790312075,
+ "0.0001": 0.12665228790312075
+ }
+ },
+ {
+ "layer": 5,
+ "mean_norm": 0.002124109538272023,
+ "median_norm": 0.0023128639440983534,
+ "max_norm": 0.002985121216624975,
+ "min_norm": 2.736007312563543e-21,
+ "support": {
+ "1e-08": 0.96484375,
+ "1e-07": 0.955078125,
+ "1e-06": 0.9453125,
+ "1e-05": 0.9296875,
+ "0.0001": 0.919921875
+ },
+ "log_norms_percentiles": {
+ "1": -12.90895938873291,
+ "5": -6.410471439361572,
+ "10": -2.7904610633850098,
+ "25": -2.6731724739074707,
+ "50": -2.6358494758605957,
+ "75": -2.600940704345703,
+ "90": -2.5803277492523193,
+ "95": -2.576314687728882,
+ "99": -2.5251352787017822
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 2,
+ 1,
+ 1,
+ 0,
+ 1,
+ 1,
+ 0,
+ 1,
+ 0,
+ 2,
+ 0,
+ 0,
+ 4,
+ 1,
+ 2,
+ 2,
+ 1,
+ 1,
+ 2,
+ 5,
+ 2,
+ 0,
+ 4,
+ 0,
+ 3,
+ 2,
+ 4,
+ 4,
+ 461
+ ],
+ "log_norms_bin_edges": [
+ -20.562883377075195,
+ -20.202125549316406,
+ -19.84136962890625,
+ -19.48061180114746,
+ -19.119855880737305,
+ -18.759098052978516,
+ -18.39834213256836,
+ -18.03758430480957,
+ -17.676828384399414,
+ -17.316070556640625,
+ -16.95531463623047,
+ -16.59455680847168,
+ -16.233800888061523,
+ -15.873043060302734,
+ -15.512287139892578,
+ -15.151529312133789,
+ -14.790773391723633,
+ -14.430015563964844,
+ -14.069259643554688,
+ -13.708501815795898,
+ -13.347745895385742,
+ -12.986988067626953,
+ -12.626232147216797,
+ -12.265474319458008,
+ -11.904717445373535,
+ -11.543960571289062,
+ -11.18320369720459,
+ -10.822446823120117,
+ -10.461689949035645,
+ -10.100933074951172,
+ -9.7401762008667,
+ -9.379419326782227,
+ -9.018662452697754,
+ -8.657905578613281,
+ -8.297148704528809,
+ -7.936391830444336,
+ -7.575634956359863,
+ -7.214878082275391,
+ -6.854121208190918,
+ -6.493364334106445,
+ -6.132607460021973,
+ -5.7718505859375,
+ -5.411093711853027,
+ -5.050336837768555,
+ -4.689579963684082,
+ -4.328823089599609,
+ -3.9680652618408203,
+ -3.607309341430664,
+ -3.246551513671875,
+ -2.8857955932617188,
+ -2.525038242340088
+ ],
+ "r_inf_mean": 0.3135175108909607,
+ "r_inf_median": 0.30303820967674255,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.5984656810760498,
+ "eff_dim_mean": 0.5984656810760498,
+ "topk_energy": {
+ "1": 0.10211172699928284,
+ "5": 0.3284613788127899,
+ "10": 0.4802358150482178,
+ "25": 0.7577884197235107
+ },
+ "gamma_raw": 0.09677034616470337,
+ "gamma_active": {
+ "1e-08": 0.10005009174346924,
+ "1e-07": 0.0997135117650032,
+ "1e-06": 0.10012399405241013,
+ "1e-05": 0.10019093751907349,
+ "0.0001": 0.10015974938869476
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.1072288354312334,
+ "1e-07": 0.1072288354312334,
+ "1e-06": 0.1072288354312334,
+ "1e-05": 0.1072288354312334,
+ "0.0001": 0.1072288354312334
+ }
+ },
+ {
+ "layer": 6,
+ "mean_norm": 0.002122092992067337,
+ "median_norm": 0.0023122972343117,
+ "max_norm": 0.0029805104713886976,
+ "min_norm": 2.728314088580338e-21,
+ "support": {
+ "1e-08": 0.96484375,
+ "1e-07": 0.955078125,
+ "1e-06": 0.9453125,
+ "1e-05": 0.9296875,
+ "0.0001": 0.919921875
+ },
+ "log_norms_percentiles": {
+ "1": -12.908926010131836,
+ "5": -6.41083288192749,
+ "10": -2.791476011276245,
+ "25": -2.6736199855804443,
+ "50": -2.6357784271240234,
+ "75": -2.6008341312408447,
+ "90": -2.5810625553131104,
+ "95": -2.5764524936676025,
+ "99": -2.5257954597473145
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 2,
+ 1,
+ 1,
+ 0,
+ 1,
+ 0,
+ 1,
+ 1,
+ 0,
+ 2,
+ 0,
+ 0,
+ 4,
+ 1,
+ 2,
+ 2,
+ 1,
+ 1,
+ 2,
+ 5,
+ 2,
+ 0,
+ 4,
+ 0,
+ 3,
+ 2,
+ 4,
+ 4,
+ 461
+ ],
+ "log_norms_bin_edges": [
+ -20.56410789489746,
+ -20.203340530395508,
+ -19.842571258544922,
+ -19.48180389404297,
+ -19.121036529541016,
+ -18.76026725769043,
+ -18.399499893188477,
+ -18.038732528686523,
+ -17.677963256835938,
+ -17.317195892333984,
+ -16.95642852783203,
+ -16.595661163330078,
+ -16.234891891479492,
+ -15.874124526977539,
+ -15.51335620880127,
+ -15.152587890625,
+ -14.791820526123047,
+ -14.431053161621094,
+ -14.070284843444824,
+ -13.709516525268555,
+ -13.348749160766602,
+ -12.987980842590332,
+ -12.627212524414062,
+ -12.26644515991211,
+ -11.90567684173584,
+ -11.54490852355957,
+ -11.184141159057617,
+ -10.823372840881348,
+ -10.462604522705078,
+ -10.101837158203125,
+ -9.741068840026855,
+ -9.380301475524902,
+ -9.019533157348633,
+ -8.658764839172363,
+ -8.29799747467041,
+ -7.937229156494141,
+ -7.5764617919921875,
+ -7.215693473815918,
+ -6.854925155639648,
+ -6.494157791137695,
+ -6.133389472961426,
+ -5.772621154785156,
+ -5.411853790283203,
+ -5.051085472106934,
+ -4.690317153930664,
+ -4.329549789428711,
+ -3.968782424926758,
+ -3.608013153076172,
+ -3.2472457885742188,
+ -2.8864784240722656,
+ -2.525709390640259
+ ],
+ "r_inf_mean": 0.31365180015563965,
+ "r_inf_median": 0.30206215381622314,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.5986859798431396,
+ "eff_dim_mean": 0.5986859798431396,
+ "topk_energy": {
+ "1": 0.10219798982143402,
+ "5": 0.3287060856819153,
+ "10": 0.480356365442276,
+ "25": 0.7574353814125061
+ },
+ "gamma_raw": 0.09361913055181503,
+ "gamma_active": {
+ "1e-08": 0.09678767621517181,
+ "1e-07": 0.09688305854797363,
+ "1e-06": 0.09657052159309387,
+ "1e-05": 0.09680327028036118,
+ "0.0001": 0.0965067446231842
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.09970029454082914,
+ "1e-07": 0.09970029454082914,
+ "1e-06": 0.09970029454082914,
+ "1e-05": 0.09970029454082914,
+ "0.0001": 0.09970029454082914
+ }
+ },
+ {
+ "layer": 7,
+ "mean_norm": 0.0021203309297561646,
+ "median_norm": 0.0023126336745917797,
+ "max_norm": 0.002969390479847789,
+ "min_norm": 2.726001779494954e-21,
+ "support": {
+ "1e-08": 0.96484375,
+ "1e-07": 0.955078125,
+ "1e-06": 0.9453125,
+ "1e-05": 0.9296875,
+ "0.0001": 0.919921875
+ },
+ "log_norms_percentiles": {
+ "1": -12.910258293151855,
+ "5": -6.411357402801514,
+ "10": -2.7913312911987305,
+ "25": -2.673759937286377,
+ "50": -2.6358895301818848,
+ "75": -2.6015775203704834,
+ "90": -2.58117413520813,
+ "95": -2.577254295349121,
+ "99": -2.527427911758423
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 2,
+ 1,
+ 1,
+ 0,
+ 1,
+ 0,
+ 1,
+ 1,
+ 0,
+ 2,
+ 0,
+ 0,
+ 4,
+ 1,
+ 2,
+ 2,
+ 1,
+ 1,
+ 2,
+ 5,
+ 2,
+ 0,
+ 4,
+ 0,
+ 3,
+ 2,
+ 4,
+ 4,
+ 461
+ ],
+ "log_norms_bin_edges": [
+ -20.56447410583496,
+ -20.203731536865234,
+ -19.842988967895508,
+ -19.48224639892578,
+ -19.121501922607422,
+ -18.760759353637695,
+ -18.40001678466797,
+ -18.039274215698242,
+ -17.678531646728516,
+ -17.31778907775879,
+ -16.957046508789062,
+ -16.596302032470703,
+ -16.235559463500977,
+ -15.87481689453125,
+ -15.514074325561523,
+ -15.153331756591797,
+ -14.79258918762207,
+ -14.431845664978027,
+ -14.0711030960083,
+ -13.710359573364258,
+ -13.349617004394531,
+ -12.988874435424805,
+ -12.628131866455078,
+ -12.267389297485352,
+ -11.906645774841309,
+ -11.545903205871582,
+ -11.185160636901855,
+ -10.824417114257812,
+ -10.463674545288086,
+ -10.10293197631836,
+ -9.742189407348633,
+ -9.38144588470459,
+ -9.020703315734863,
+ -8.659960746765137,
+ -8.299217224121094,
+ -7.938474655151367,
+ -7.577732086181641,
+ -7.216989517211914,
+ -6.856245994567871,
+ -6.4955034255981445,
+ -6.134760856628418,
+ -5.774017333984375,
+ -5.413274765014648,
+ -5.052532196044922,
+ -4.691789627075195,
+ -4.331047058105469,
+ -3.970304489135742,
+ -3.609560012817383,
+ -3.2488174438476562,
+ -2.8880748748779297,
+ -2.5273327827453613
+ ],
+ "r_inf_mean": 0.31340986490249634,
+ "r_inf_median": 0.29931923747062683,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.5987052917480469,
+ "eff_dim_mean": 0.5987052321434021,
+ "topk_energy": {
+ "1": 0.10203090310096741,
+ "5": 0.3285648822784424,
+ "10": 0.4806790351867676,
+ "25": 0.7575680613517761
+ },
+ "gamma_raw": 0.034082040190696716,
+ "gamma_active": {
+ "1e-08": 0.035280682146549225,
+ "1e-07": 0.03473839908838272,
+ "1e-06": 0.0349239744246006,
+ "1e-05": 0.03469691425561905,
+ "0.0001": 0.0343269407749176
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.04200992449195378,
+ "1e-07": 0.04200992449195378,
+ "1e-06": 0.04200992449195378,
+ "1e-05": 0.04200992449195378,
+ "0.0001": 0.04200992449195378
+ }
+ }
+ ]
+} \ No newline at end of file