Copy assembled_activations to v2-differentlayer (batch 11/12)

.gitattributes

@@ -253,3 +253,6 @@ v2-differentlayer/smollm3-grpo/singlelayer_separate/base_L20__aligned_L18/featur
 v2-differentlayer/smollm3-orpo/singlelayer_separate/base_L18__aligned_L17/features/superposition_analysis.json filter=lfs diff=lfs merge=lfs -text
 v2-differentlayer/smollm3-orpo/singlelayer_separate/base_L19__aligned_L18/features/superposition_analysis.json filter=lfs diff=lfs merge=lfs -text
 v2-differentlayer/smollm3-orpo/singlelayer_separate/base_L20__aligned_L19/features/superposition_analysis.json filter=lfs diff=lfs merge=lfs -text
+v2-differentlayer/smollm3-ppo/singlelayer_separate/base_L18__aligned_L17/features/superposition_analysis.json filter=lfs diff=lfs merge=lfs -text
+v2-differentlayer/smollm3-ppo/singlelayer_separate/base_L20__aligned_L19/features/superposition_analysis.json filter=lfs diff=lfs merge=lfs -text
+v2-differentlayer/smollm3-simpo/singlelayer_separate/base_L18__aligned_L17/features/superposition_analysis.json filter=lfs diff=lfs merge=lfs -text

v2-differentlayer/smollm3-ppo/singlelayer_reduce/L17-19/metrics/shared_geometry_metrics.json

@@ -0,0 +1,197 @@
+{
+  "shared_aligned": {
+    "n": 989,
+    "rho_mean": 0.499995578227318,
+    "rho_std": 0.002106629256564294,
+    "theta_mean": 0.999178753704345,
+    "theta_std": 0.011214053986897468,
+    "angle_deg_mean": 0.18723166330112706,
+    "angle_deg_std": 2.346786147098395,
+    "norm_ratio_raw_mean": 1.0000179338012867,
+    "norm_ratio_raw_std": 0.008489167776429444,
+    "linear_map": {
+      "sv_mean": 0.4796404540538788,
+      "sv_std": 0.5010793805122375,
+      "condition_number": 864708928.0,
+      "mean_principal_angle_deg": 0.22956337837564258,
+      "singular_values": [
+        1.854958415031433,
+        1.4331605434417725,
+        1.3134689331054688,
+        1.2917956113815308,
+        1.2631678581237793,
+        1.2200803756713867,
+        1.0011144876480103,
+        1.0007797479629517,
+        1.0007389783859253,
+        1.0007350444793701,
+        1.0007164478302002,
+        1.0007152557373047,
+        1.0007061958312988,
+        1.000705361366272,
+        1.0007046461105347,
+        1.0006990432739258,
+        1.0006980895996094,
+        1.0006943941116333,
+        1.00069260597229,
+        1.0006920099258423
+      ]
+    }
+  },
+  "shared_redirected": {
+    "n": 9865,
+    "rho_mean": 0.49838069287641845,
+    "rho_std": 0.0343904496630935,
+    "theta_mean": 0.350050691153063,
+    "theta_std": 0.06249564486330741,
+    "angle_deg_mean": 69.46181953638177,
+    "angle_deg_std": 3.829457997178945,
+    "norm_ratio_raw_mean": 1.003000140526176,
+    "norm_ratio_raw_std": 0.1382992488775574,
+    "linear_map": {
+      "sv_mean": 0.5114644169807434,
+      "sv_std": 0.35742729902267456,
+      "condition_number": 16468.3828125,
+      "mean_principal_angle_deg": 52.53575579370332,
+      "singular_values": [
+        1.580870509147644,
+        1.4779787063598633,
+        1.4669147729873657,
+        1.4568679332733154,
+        1.4484121799468994,
+        1.4414420127868652,
+        1.4382950067520142,
+        1.4272770881652832,
+        1.4224822521209717,
+        1.4208334684371948,
+        1.414284110069275,
+        1.4092984199523926,
+        1.4030635356903076,
+        1.4007593393325806,
+        1.3920730352401733,
+        1.3852347135543823,
+        1.3813244104385376,
+        1.3789647817611694,
+        1.3770959377288818,
+        1.3751801252365112
+      ]
+    }
+  },
+  "shared_intermediate": {
+    "n": 385,
+    "rho_mean": 0.4949616850196541,
+    "rho_std": 0.04397014736404981,
+    "theta_mean": 0.5469662469702882,
+    "theta_std": 0.04131583834672189,
+    "angle_deg_mean": 56.79135524325246,
+    "angle_deg_std": 2.8994496390404607,
+    "norm_ratio_raw_mean": 0.9952705234526033,
+    "norm_ratio_raw_std": 0.17564755075402674,
+    "linear_map": {
+      "sv_mean": 0.19911137223243713,
+      "sv_std": 0.4530598223209381,
+      "condition_number": 48832053248.0,
+      "mean_principal_angle_deg": 56.79138370325522,
+      "singular_values": [
+        2.1650991439819336,
+        2.1371123790740967,
+        2.12703800201416,
+        2.0974369049072266,
+        2.068638801574707,
+        2.0426063537597656,
+        2.035534381866455,
+        2.0205750465393066,
+        2.0067291259765625,
+        2.0027925968170166,
+        1.9810456037521362,
+        1.9762828350067139,
+        1.9636396169662476,
+        1.938773274421692,
+        1.9357308149337769,
+        1.9242304563522339,
+        1.9066017866134644,
+        1.8929362297058105,
+        1.8799766302108765,
+        1.8673874139785767
+      ]
+    }
+  },
+  "shared_attenuated": {
+    "n": 1115,
+    "rho_mean": 0.4164236435173873,
+    "rho_std": 0.008952831507729162,
+    "theta_mean": 0.40465134064178293,
+    "theta_std": 0.10197163446577588,
+    "angle_deg_mean": 65.95796374058226,
+    "angle_deg_std": 6.527508974517541,
+    "norm_ratio_raw_mean": 0.7139740405452702,
+    "norm_ratio_raw_std": 0.026243984762237445,
+    "linear_map": {
+      "sv_mean": 0.4717922508716583,
+      "sv_std": 0.6182456612586975,
+      "condition_number": 4185698304.0,
+      "mean_principal_angle_deg": 65.9579825128434,
+      "singular_values": [
+        2.9880361557006836,
+        2.9517822265625,
+        2.9252500534057617,
+        2.889616012573242,
+        2.845857620239258,
+        2.831732988357544,
+        2.799015998840332,
+        2.7776858806610107,
+        2.7513036727905273,
+        2.729572296142578,
+        2.7216403484344482,
+        2.7102293968200684,
+        2.6974565982818604,
+        2.661775588989258,
+        2.6523983478546143,
+        2.6351771354675293,
+        2.6178977489471436,
+        2.5989818572998047,
+        2.5862233638763428,
+        2.547147274017334
+      ]
+    }
+  },
+  "all_shared": {
+    "n": 12354,
+    "rho_mean": 0.4910064572889056,
+    "rho_std": 0.03955446726685263,
+    "theta_mean": 0.41308127776733955,
+    "theta_std": 0.18804070332743258,
+    "angle_deg_mean": 63.20493954839019,
+    "angle_deg_std": 19.168381933265003,
+    "norm_ratio_raw_mean": 0.9764347037038551,
+    "norm_ratio_raw_std": 0.15210743067798793,
+    "linear_map": {
+      "sv_mean": 0.5614235401153564,
+      "sv_std": 0.3495256304740906,
+      "condition_number": 2176.770751953125,
+      "mean_principal_angle_deg": 35.94797545088328,
+      "singular_values": [
+        1.3963165283203125,
+        1.3905683755874634,
+        1.37039053440094,
+        1.3562637567520142,
+        1.3513258695602417,
+        1.3421708345413208,
+        1.3365297317504883,
+        1.3327158689498901,
+        1.3265101909637451,
+        1.3230797052383423,
+        1.3205137252807617,
+        1.3100526332855225,
+        1.3083161115646362,
+        1.3075603246688843,
+        1.3034765720367432,
+        1.3014209270477295,
+        1.2944860458374023,
+        1.2897557020187378,
+        1.2892173528671265,
+        1.2861542701721191
+      ]
+    }
+  }
+}

v2-differentlayer/smollm3-ppo/singlelayer_reduce/L17-19/metrics/training_metrics.json

@@ -0,0 +1,80 @@
+{
+  "epochs": [
+    1,
+    2,
+    3,
+    4
+  ],
+  "train_loss": [
+    0.03143365460383269,
+    0.01658357277086306,
+    0.015292803856385985,
+    0.014727131691932575
+  ],
+  "val_loss": [
+    0.017731240209367574,
+    0.016064376701937295,
+    0.015454767525430126,
+    0.015347210943932934
+  ],
+  "train_fve_base": [
+    0.65664141855251,
+    0.791476719433706,
+    0.8134642876314964,
+    0.8234896976837831
+  ],
+  "train_fve_aligned": [
+    0.6478618393150325,
+    0.7857633901491404,
+    0.8096153088570754,
+    0.8200376400527242
+  ],
+  "val_fve_base": [
+    0.7736748304042517,
+    0.8007644920448982,
+    0.8117076714001401,
+    0.8139172989036401
+  ],
+  "val_fve_aligned": [
+    0.7664829177382104,
+    0.7968757611294691,
+    0.8087420082841245,
+    0.8110676651225665
+  ],
+  "dead_neurons": [
+    0.8735132790836617,
+    0.9424209728341177,
+    0.9442212427142622,
+    0.9441602431885763
+  ],
+  "l0_base": [
+    218.48405575014596,
+    211.47101211325162,
+    213.855899737303,
+    214.80270359019264
+  ],
+  "l0_aligned": [
+    212.2042469352014,
+    208.20663674839463,
+    212.49259340338588,
+    213.87040280210158
+  ],
+  "self_recon": [
+    0.015835048056980165,
+    0.009623956366649285,
+    0.008580720607219596,
+    0.008113441723782158
+  ],
+  "cross_recon": [
+    0.015914625616258112,
+    0.009637388483100879,
+    0.00859504467326554,
+    0.008136044763370051
+  ],
+  "sparsity": [
+    0.009232756175303052,
+    0.0031046609222177813,
+    0.003274065317472979,
+    0.0033592719889707513
+  ]
+}

v2-differentlayer/smollm3-ppo/singlelayer_reduce/L17-19/run_meta.json

@@ -0,0 +1,34 @@
+{
+  "base_model": "HuggingFaceTB/SmolLM3-3B",
+  "aligned_run_id": "smollm3-ppo",
+  "position": "last_prompt",
+  "multi_type": "reduce",
+  "source_activations": "/home/igarg/research/interp-alignment/interp_utils/crosscoder/results-multi-v1/v1/assembled_activations/smollm3-ppo/activations/activations.pt",
+  "base_activations_path": "/home/igarg/research/interp-alignment/interp_utils/crosscoder/results-multi-v1/v1/assembled_activations/smollm3-ppo/activations/activations.pt",
+  "source_layers": [
+    17,
+    18,
+    19
+  ],
+  "base_source_layers": [
+    17,
+    18,
+    19
+  ],
+  "layers": [
+    17,
+    18,
+    19
+  ],
+  "base_layers": [
+    17,
+    18,
+    19
+  ],
+  "aligned_layers": [
+    17,
+    18,
+    19
+  ],
+  "layer_reduction": "mean"
+}

v2-differentlayer/smollm3-ppo/singlelayer_separate/base_L18__aligned_L17/checkpoints/final.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:970546e55b03f47a83dfe239269a5218d25595f1c614e41464c0de87bc380c02
+size 1611021210

v2-differentlayer/smollm3-ppo/singlelayer_separate/base_L18__aligned_L17/features/superposition_analysis.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf7445f8a5f170fc524bd3d631ce4059c9c8dbd9ecfb3daf58eab310abcd8a9c
+size 33251638

v2-differentlayer/smollm3-ppo/singlelayer_separate/base_L18__aligned_L17/metrics/aggregate_metrics.json

@@ -0,0 +1,27 @@
+{
+  "feature_sharing_ratio": 0.6063232421875,
+  "semantic_stability_score": 0.35896191801459576,
+  "counterfactual_sensitivity_shift": {
+    "base_only": -4.0864932741867576e-05,
+    "shared_redirected": -2.2169503890875896e-06,
+    "aligned_only": 0.00041303471812939287,
+    "shared_attenuated": -1.7781874562725104e-05,
+    "shared_aligned": -0.002531950681315428,
+    "shared_intermediate": -4.289389316374367e-05
+  },
+  "superposition_fraction": 0.0,
+  "fve_base": 0.7274075521848589,
+  "fve_aligned": 0.6663212074035125,
+  "dead_neuron_fraction": 0.9464341145263244,
+  "l0_sparsity_base": 110.57893680677175,
+  "l0_sparsity_aligned": 105.06375875656742,
+  "class_counts": {
+    "shared_redirected": 7497,
+    "aligned_only": 3663,
+    "base_only": 2787,
+    "shared_attenuated": 1380,
+    "shared_aligned": 989,
+    "shared_intermediate": 68
+  },
+  "total_features": 16384
+}

v2-differentlayer/smollm3-ppo/singlelayer_separate/base_L18__aligned_L17/metrics/cf_shift_by_class.json

@@ -0,0 +1,74 @@
+{
+  "base_only": {
+    "count": 2787,
+    "cf_shift_mean": -4.0864932741867576e-05,
+    "cf_shift_std": 6.035462317379463e-05,
+    "cf_shift_median": -2.691559711820446e-05,
+    "cf_base_mean": 4.2784348994437355e-05,
+    "cf_aligned_mean": 1.919416238102505e-06,
+    "high_cf_base_count": 2583,
+    "low_cf_base_count": 204,
+    "high_cf_aligned_count": 932,
+    "low_cf_aligned_count": 1855
+  },
+  "shared_redirected": {
+    "count": 7497,
+    "cf_shift_mean": -2.2169503890875896e-06,
+    "cf_shift_std": 8.22070069849365e-06,
+    "cf_shift_median": -1.565380216561607e-07,
+    "cf_base_mean": 5.878525076003937e-06,
+    "cf_aligned_mean": 3.6615746872870137e-06,
+    "high_cf_base_count": 2754,
+    "low_cf_base_count": 4743,
+    "high_cf_aligned_count": 2903,
+    "low_cf_aligned_count": 4594
+  },
+  "aligned_only": {
+    "count": 3663,
+    "cf_shift_mean": 0.00041303471812939287,
+    "cf_shift_std": 0.009049044313297599,
+    "cf_shift_median": 8.490156687912531e-06,
+    "cf_base_mean": 3.434298105309427e-06,
+    "cf_aligned_mean": 0.00041646901284899746,
+    "high_cf_base_count": 866,
+    "low_cf_base_count": 2797,
+    "high_cf_aligned_count": 2906,
+    "low_cf_aligned_count": 757
+  },
+  "shared_attenuated": {
+    "count": 1380,
+    "cf_shift_mean": -1.7781874562725104e-05,
+    "cf_shift_std": 4.0778124262296994e-05,
+    "cf_shift_median": -9.762359695741907e-06,
+    "cf_base_mean": 2.02773063020011e-05,
+    "cf_aligned_mean": 2.4954317392061643e-06,
+    "high_cf_base_count": 960,
+    "low_cf_base_count": 420,
+    "high_cf_aligned_count": 453,
+    "low_cf_aligned_count": 927
+  },
+  "shared_aligned": {
+    "count": 989,
+    "cf_shift_mean": -0.002531950681315428,
+    "cf_shift_std": 0.014774068478366466,
+    "cf_shift_median": -0.00022754725068807602,
+    "cf_base_mean": 0.022051766731449846,
+    "cf_aligned_mean": 0.019519816054176884,
+    "high_cf_base_count": 964,
+    "low_cf_base_count": 25,
+    "high_cf_aligned_count": 943,
+    "low_cf_aligned_count": 46
+  },
+  "shared_intermediate": {
+    "count": 68,
+    "cf_shift_mean": -4.289389316374367e-05,
+    "cf_shift_std": 0.00015010023882080806,
+    "cf_shift_median": -2.5969410671677906e-05,
+    "cf_base_mean": 9.077659792838484e-05,
+    "cf_aligned_mean": 4.7882704521646e-05,
+    "high_cf_base_count": 65,
+    "low_cf_base_count": 3,
+    "high_cf_aligned_count": 55,
+    "low_cf_aligned_count": 13
+  }
+}

v2-differentlayer/smollm3-ppo/singlelayer_separate/base_L18__aligned_L17/metrics/shared_geometry_metrics.json

@@ -0,0 +1,197 @@
+{
+  "shared_aligned": {
+    "n": 989,
+    "rho_mean": 0.49968489254208015,
+    "rho_std": 0.004249310006741995,
+    "theta_mean": 0.998876829178678,
+    "theta_std": 0.01439670694247645,
+    "angle_deg_mean": 0.22277864302934003,
+    "angle_deg_std": 2.751798183842884,
+    "norm_ratio_raw_mean": 0.9988687763023656,
+    "norm_ratio_raw_std": 0.015139389779479434,
+    "linear_map": {
+      "sv_mean": 0.4057086110115051,
+      "sv_std": 0.49118101596832275,
+      "condition_number": 521714988.8385384,
+      "mean_principal_angle_deg": 3.5866177105383206,
+      "singular_values": [
+        1.2385765314102173,
+        1.1795183420181274,
+        1.176383376121521,
+        1.0377253293991089,
+        1.0133471488952637,
+        1.0109232664108276,
+        1.00188148021698,
+        1.0014957189559937,
+        1.0009652376174927,
+        1.0009328126907349,
+        1.0008258819580078,
+        1.0007675886154175,
+        1.0007264614105225,
+        1.0007153749465942,
+        1.0007131099700928,
+        1.0007120370864868,
+        1.0007063150405884,
+        1.0007057189941406,
+        1.0006681680679321,
+        1.0006595849990845
+      ]
+    }
+  },
+  "shared_redirected": {
+    "n": 7497,
+    "rho_mean": 0.4733896294847972,
+    "rho_std": 0.02624010101900349,
+    "theta_mean": 0.2750859281468808,
+    "theta_std": 0.06750044234832682,
+    "angle_deg_mean": 73.9899240859937,
+    "angle_deg_std": 4.056480765956253,
+    "norm_ratio_raw_mean": 0.9036651431286354,
+    "norm_ratio_raw_std": 0.09500670314389566,
+    "linear_map": {
+      "sv_mean": 0.5071513652801514,
+      "sv_std": 0.3780730366706848,
+      "condition_number": 17402.878036424972,
+      "mean_principal_angle_deg": 63.97761014413323,
+      "singular_values": [
+        2.592852830886841,
+        1.9936742782592773,
+        1.7478209733963013,
+        1.6713566780090332,
+        1.65201735496521,
+        1.6164461374282837,
+        1.610046625137329,
+        1.5816956758499146,
+        1.572062611579895,
+        1.565570592880249,
+        1.5591020584106445,
+        1.5472878217697144,
+        1.5366644859313965,
+        1.528975248336792,
+        1.5197290182113647,
+        1.5156548023223877,
+        1.5131096839904785,
+        1.506994605064392,
+        1.5007139444351196,
+        1.4970972537994385
+      ]
+    }
+  },
+  "shared_intermediate": {
+    "n": 68,
+    "rho_mean": 0.4575367074678926,
+    "rho_std": 0.02644047113928243,
+    "theta_mean": 0.5839086674592074,
+    "theta_std": 0.09494279135347139,
+    "angle_deg_mean": 53.92979892872352,
+    "angle_deg_std": 7.185418284875367,
+    "norm_ratio_raw_mean": 0.8479294686664899,
+    "norm_ratio_raw_std": 0.09353088468784242,
+    "linear_map": {
+      "sv_mean": 0.02686278149485588,
+      "sv_std": 0.15022435784339905,
+      "condition_number": 13064005366.37754,
+      "mean_principal_angle_deg": 53.92979740330293,
+      "singular_values": [
+        1.4109172821044922,
+        1.3878530263900757,
+        1.164867877960205,
+        1.1463474035263062,
+        1.118509292602539,
+        1.099750280380249,
+        1.0739953517913818,
+        1.070713758468628,
+        1.0472315549850464,
+        1.0385997295379639,
+        1.0051078796386719,
+        1.0024640560150146,
+        0.9838320016860962,
+        0.9735641479492188,
+        0.9670374393463135,
+        0.9616369605064392,
+        0.9414573907852173,
+        0.9394775629043579,
+        0.9272094964981079,
+        0.9153871536254883
+      ]
+    }
+  },
+  "shared_attenuated": {
+    "n": 1380,
+    "rho_mean": 0.41281353569980983,
+    "rho_std": 0.007155830125957257,
+    "theta_mean": 0.34493733101079,
+    "theta_std": 0.10858916905055631,
+    "angle_deg_mean": 69.64102495401298,
+    "angle_deg_std": 6.971043237070389,
+    "norm_ratio_raw_mean": 0.7032891173025716,
+    "norm_ratio_raw_std": 0.02074265038502251,
+    "linear_map": {
+      "sv_mean": 0.625100314617157,
+      "sv_std": 0.7853963971138,
+      "condition_number": 3764760210.2878327,
+      "mean_principal_angle_deg": 69.64103907936772,
+      "singular_values": [
+        4.592167377471924,
+        4.283453941345215,
+        4.208144664764404,
+        4.162508964538574,
+        4.093543529510498,
+        3.9570837020874023,
+        3.9133987426757812,
+        3.8799190521240234,
+        3.8294496536254883,
+        3.779207944869995,
+        3.7420201301574707,
+        3.7230474948883057,
+        3.6870272159576416,
+        3.6818668842315674,
+        3.6012816429138184,
+        3.599294662475586,
+        3.580193519592285,
+        3.5553722381591797,
+        3.543971538543701,
+        3.526474952697754
+      ]
+    }
+  },
+  "all_shared": {
+    "n": 9934,
+    "rho_mean": 0.467483952722488,
+    "rho_std": 0.03284387248599282,
+    "theta_mean": 0.35896191801459576,
+    "theta_std": 0.22718345565875403,
+    "angle_deg_mean": 65.90443222411335,
+    "angle_deg_std": 22.4069193439132,
+    "norm_ratio_raw_mean": 0.8849262113494352,
+    "norm_ratio_raw_std": 0.11447250220159362,
+    "linear_map": {
+      "sv_mean": 0.5644391775131226,
+      "sv_std": 0.3883531391620636,
+      "condition_number": 10050.359712511954,
+      "mean_principal_angle_deg": 42.51764071538423,
+      "singular_values": [
+        2.5054924488067627,
+        1.6493042707443237,
+        1.5433653593063354,
+        1.477256178855896,
+        1.4698059558868408,
+        1.4630602598190308,
+        1.4567205905914307,
+        1.4540538787841797,
+        1.4430570602416992,
+        1.4383599758148193,
+        1.4297316074371338,
+        1.4198849201202393,
+        1.4167624711990356,
+        1.4125347137451172,
+        1.4121054410934448,
+        1.4081023931503296,
+        1.4076156616210938,
+        1.4013440608978271,
+        1.3959914445877075,
+        1.3917205333709717
+      ]
+    }
+  }
+}

v2-differentlayer/smollm3-ppo/singlelayer_separate/base_L18__aligned_L17/metrics/training_metrics.json

@@ -0,0 +1,80 @@
+{
+  "epochs": [
+    1,
+    2,
+    3,
+    4
+  ],
+  "train_loss": [
+    0.03983097712107555,
+    0.025802166461596627,
+    0.024906407338194658,
+    0.024342564824627145
+  ],
+  "val_loss": [
+    0.026360254217894914,
+    0.02549867020890663,
+    0.02515190419453289,
+    0.025072547173156788
+  ],
+  "train_fve_base": [
+    0.622418143842489,
+    0.7211340987675383,
+    0.7313310706469307,
+    0.7402819310860264
+  ],
+  "train_fve_aligned": [
+    0.5419970052811532,
+    0.6442862463776855,
+    0.6632576715299001,
+    0.6744738924732977
+  ],
+  "val_fve_base": [
+    0.7198226061791025,
+    0.7224161887044058,
+    0.7256232706039988,
+    0.7274075521848589
+  ],
+  "val_fve_aligned": [
+    0.6361914071113027,
+    0.6540004941805495,
+    0.6640163656928777,
+    0.6663212074035125
+  ],
+  "dead_neurons": [
+    0.854570254065875,
+    0.9397475047203371,
+    0.9463250493697096,
+    0.9464341145263244
+  ],
+  "l0_base": [
+    190.32054509632223,
+    128.12576619964975,
+    111.76439360770578,
+    110.57893680677175
+  ],
+  "l0_aligned": [
+    172.0491097489784,
+    115.5803415061296,
+    104.78991535318156,
+    105.06375875656742
+  ],
+  "self_recon": [
+    0.02102495963216019,
+    0.015935679136515012,
+    0.015214175467041766,
+    0.014705341881803268
+  ],
+  "cross_recon": [
+    0.022706666851489084,
+    0.018129520263942583,
+    0.017564185231737032,
+    0.01715807819013716
+  ],
+  "sparsity": [
+    0.009723350471478244,
+    0.002614679076245095,
+    0.002666557639113084,
+    0.0027739915391131235
+  ]
+}

v2-differentlayer/smollm3-ppo/singlelayer_separate/base_L18__aligned_L17/run_meta.json

@@ -0,0 +1,23 @@
+{
+  "base_model": "HuggingFaceTB/SmolLM3-3B",
+  "aligned_run_id": "smollm3-ppo",
+  "position": "last_prompt",
+  "multi_type": "separate",
+  "source_activations": "/home/ubuntu/interp-alignment/interp_utils/crosscoder/results-multi-v1/v1/assembled_activations/smollm3-ppo/activations/activations.pt",
+  "base_activations_path": "/home/ubuntu/interp-alignment/interp_utils/crosscoder/results-multi-v1/v1/base_activations/smollm3-union/activations/base_activations.pt",
+  "source_layers": [
+    17,
+    18,
+    19
+  ],
+  "base_source_layers": [
+    16,
+    17,
+    18,
+    19,
+    20
+  ],
+  "layer": 17,
+  "base_layer": 18,
+  "aligned_layer": 17
+}

v2-differentlayer/smollm3-ppo/singlelayer_separate/base_L19__aligned_L18/checkpoints/final.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5ea1bf993dcd5a0fb740bc945708aaf89327181fe556c70ca0bdf885c03c4c3f
+size 1611021210

v2-differentlayer/smollm3-ppo/singlelayer_separate/base_L19__aligned_L18/features/visual_evidence_features.json

@@ -0,0 +1,4113 @@
+{
+  "lost_visual_evidence": [
+    0,
+    188,
+    227,
+    246,
+    283,
+    291,
+    309,
+    322,
+    374,
+    387,
+    414,
+    435,
+    500,
+    578,
+    582,
+    593,
+    790,
+    807,
+    855,
+    868,
+    870,
+    886,
+    914,
+    1015,
+    1075,
+    1095,
+    1148,
+    1328,
+    1406,
+    1477,
+    1523,
+    1552,
+    1573,
+    1596,
+    1631,
+    1675,
+    1746,
+    1769,
+    1792,
+    1809,
+    1849,
+    1862,
+    1916,
+    1942,
+    1947,
+    1956,
+    2002,
+    2082,
+    2108,
+    2152,
+    2166,
+    2176,
+    2190,
+    2244,
+    2261,
+    2262,
+    2264,
+    2297,
+    2299,
+    2351,
+    2425,
+    2469,
+    2493,
+    2514,
+    2518,
+    2531,
+    2555,
+    2565,
+    2655,
+    2683,
+    2829,
+    2952,
+    3020,
+    3069,
+    3142,
+    3155,
+    3201,
+    3230,
+    3234,
+    3395,
+    3443,
+    3484,
+    3520,
+    3543,
+    3570,
+    3619,
+    3638,
+    3703,
+    3777,
+    3790,
+    3834,
+    3844,
+    3851,
+    3878,
+    3929,
+    4015,
+    4029,
+    4053,
+    4128,
+    4132,
+    4139,
+    4255,
+    4325,
+    4353,
+    4406,
+    4420,
+    4579,
+    4618,
+    4661,
+    4668,
+    4671,
+    4676,
+    4703,
+    4704,
+    4751,
+    4788,
+    4805,
+    4815,
+    4850,
+    4946,
+    5158,
+    5178,
+    5213,
+    5245,
+    5255,
+    5269,
+    5273,
+    5319,
+    5389,
+    5424,
+    5513,
+    5531,
+    5601,
+    5633,
+    5645,
+    5799,
+    5879,
+    5912,
+    5930,
+    5933,
+    6009,
+    6018,
+    6048,
+    6063,
+    6080,
+    6122,
+    6140,
+    6214,
+    6270,
+    6289,
+    6371,
+    6474,
+    6481,
+    6498,
+    6547,
+    6589,
+    6603,
+    6625,
+    6654,
+    6656,
+    6657,
+    6737,
+    6739,
+    6784,
+    6793,
+    6928,
+    6956,
+    6957,
+    6964,
+    7063,
+    7151,
+    7171,
+    7204,
+    7225,
+    7255,
+    7332,
+    7410,
+    7432,
+    7436,
+    7445,
+    7476,
+    7511,
+    7612,
+    7710,
+    7777,
+    7798,
+    7842,
+    7849,
+    7913,
+    7925,
+    7950,
+    8014,
+    8044,
+    8166,
+    8176,
+    8261,
+    8276,
+    8294,
+    8329,
+    8371,
+    8417,
+    8448,
+    8532,
+    8612,
+    8623,
+    8624,
+    8632,
+    8690,
+    8752,
+    8769,
+    8893,
+    8932,
+    8953,
+    8956,
+    8958,
+    9022,
+    9053,
+    9119,
+    9165,
+    9183,
+    9248,
+    9355,
+    9381,
+    9413,
+    9420,
+    9447,
+    9450,
+    9501,
+    9514,
+    9533,
+    9592,
+    9622,
+    9728,
+    9878,
+    9881,
+    9993,
+    10011,
+    10033,
+    10040,
+    10082,
+    10118,
+    10150,
+    10153,
+    10192,
+    10207,
+    10238,
+    10246,
+    10298,
+    10302,
+    10470,
+    10545,
+    10561,
+    10604,
+    10611,
+    10721,
+    10733,
+    10866,
+    10910,
+    10919,
+    10923,
+    10939,
+    10946,
+    11011,
+    11066,
+    11145,
+    11157,
+    11193,
+    11194,
+    11232,
+    11235,
+    11247,
+    11256,
+    11436,
+    11442,
+    11622,
+    11640,
+    11672,
+    11739,
+    11803,
+    11818,
+    11847,
+    11918,
+    11963,
+    12079,
+    12114,
+    12122,
+    12158,
+    12201,
+    12235,
+    12285,
+    12375,
+    12466,
+    12595,
+    12643,
+    12655,
+    12782,
+    12821,
+    12850,
+    12935,
+    13069,
+    13112,
+    13186,
+    13197,
+    13214,
+    13226,
+    13234,
+    13247,
+    13300,
+    13302,
+    13440,
+    13507,
+    13597,
+    13641,
+    13643,
+    13672,
+    13736,
+    13742,
+    13948,
+    14032,
+    14071,
+    14072,
+    14120,
+    14127,
+    14169,
+    14184,
+    14202,
+    14204,
+    14254,
+    14350,
+    14352,
+    14353,
+    14366,
+    14467,
+    14469,
+    14582,
+    14603,
+    14619,
+    14640,
+    14812,
+    14819,
+    14820,
+    14842,
+    14939,
+    14994,
+    15001,
+    15025,
+    15080,
+    15090,
+    15118,
+    15125,
+    15149,
+    15184,
+    15206,
+    15257,
+    15333,
+    15346,
+    15353,
+    15425,
+    15500,
+    15505,
+    15543,
+    15608,
+    15624,
+    15675,
+    15680,
+    15791,
+    15816,
+    15837,
+    15869,
+    15990,
+    16020,
+    16025,
+    16053,
+    16135,
+    16144,
+    16148,
+    16224,
+    16233,
+    16279,
+    16359,
+    16362
+  ],
+  "redirected_visual_to_prior": [
+    1,
+    3,
+    26,
+    32,
+    34,
+    42,
+    46,
+    52,
+    53,
+    55,
+    66,
+    72,
+    81,
+    82,
+    84,
+    119,
+    125,
+    141,
+    143,
+    145,
+    146,
+    151,
+    153,
+    164,
+    165,
+    173,
+    174,
+    201,
+    206,
+    208,
+    219,
+    222,
+    249,
+    256,
+    269,
+    272,
+    275,
+    284,
+    288,
+    289,
+    290,
+    293,
+    297,
+    300,
+    302,
+    305,
+    307,
+    314,
+    316,
+    329,
+    340,
+    341,
+    343,
+    345,
+    351,
+    353,
+    354,
+    355,
+    365,
+    367,
+    370,
+    373,
+    385,
+    390,
+    393,
+    400,
+    407,
+    413,
+    420,
+    421,
+    425,
+    426,
+    427,
+    440,
+    451,
+    458,
+    462,
+    467,
+    471,
+    474,
+    480,
+    488,
+    489,
+    492,
+    494,
+    520,
+    523,
+    528,
+    532,
+    537,
+    542,
+    556,
+    560,
+    568,
+    577,
+    580,
+    586,
+    601,
+    603,
+    605,
+    610,
+    624,
+    626,
+    627,
+    634,
+    637,
+    648,
+    650,
+    656,
+    659,
+    668,
+    669,
+    671,
+    689,
+    691,
+    696,
+    717,
+    718,
+    722,
+    725,
+    733,
+    735,
+    738,
+    749,
+    750,
+    751,
+    754,
+    756,
+    757,
+    762,
+    777,
+    778,
+    781,
+    791,
+    792,
+    793,
+    794,
+    810,
+    816,
+    820,
+    828,
+    830,
+    834,
+    842,
+    849,
+    852,
+    856,
+    865,
+    881,
+    884,
+    885,
+    887,
+    897,
+    898,
+    901,
+    902,
+    910,
+    916,
+    917,
+    920,
+    923,
+    926,
+    927,
+    928,
+    932,
+    935,
+    948,
+    951,
+    956,
+    957,
+    1000,
+    1016,
+    1019,
+    1021,
+    1027,
+    1032,
+    1040,
+    1049,
+    1050,
+    1052,
+    1060,
+    1068,
+    1078,
+    1099,
+    1102,
+    1106,
+    1108,
+    1113,
+    1114,
+    1132,
+    1134,
+    1140,
+    1142,
+    1147,
+    1152,
+    1160,
+    1163,
+    1173,
+    1176,
+    1178,
+    1181,
+    1185,
+    1189,
+    1190,
+    1193,
+    1203,
+    1222,
+    1230,
+    1233,
+    1234,
+    1236,
+    1245,
+    1251,
+    1259,
+    1261,
+    1266,
+    1268,
+    1269,
+    1271,
+    1278,
+    1283,
+    1294,
+    1301,
+    1312,
+    1317,
+    1318,
+    1327,
+    1331,
+    1340,
+    1351,
+    1360,
+    1361,
+    1367,
+    1375,
+    1378,
+    1390,
+    1398,
+    1410,
+    1412,
+    1432,
+    1448,
+    1451,
+    1454,
+    1460,
+    1461,
+    1462,
+    1468,
+    1473,
+    1481,
+    1482,
+    1483,
+    1487,
+    1490,
+    1501,
+    1507,
+    1520,
+    1521,
+    1532,
+    1538,
+    1542,
+    1544,
+    1546,
+    1555,
+    1569,
+    1575,
+    1579,
+    1581,
+    1584,
+    1587,
+    1592,
+    1595,
+    1599,
+    1600,
+    1606,
+    1613,
+    1621,
+    1622,
+    1625,
+    1634,
+    1635,
+    1636,
+    1640,
+    1644,
+    1660,
+    1667,
+    1671,
+    1688,
+    1693,
+    1701,
+    1702,
+    1705,
+    1709,
+    1711,
+    1712,
+    1715,
+    1717,
+    1719,
+    1722,
+    1726,
+    1730,
+    1732,
+    1739,
+    1745,
+    1773,
+    1775,
+    1780,
+    1782,
+    1791,
+    1811,
+    1812,
+    1815,
+    1819,
+    1829,
+    1830,
+    1834,
+    1837,
+    1847,
+    1857,
+    1859,
+    1860,
+    1867,
+    1869,
+    1874,
+    1879,
+    1882,
+    1891,
+    1892,
+    1898,
+    1913,
+    1917,
+    1920,
+    1921,
+    1926,
+    1933,
+    1938,
+    1954,
+    1973,
+    1980,
+    1981,
+    1991,
+    1993,
+    1998,
+    1999,
+    2006,
+    2008,
+    2010,
+    2035,
+    2037,
+    2038,
+    2051,
+    2052,
+    2056,
+    2061,
+    2062,
+    2071,
+    2073,
+    2079,
+    2084,
+    2101,
+    2103,
+    2104,
+    2116,
+    2117,
+    2122,
+    2128,
+    2131,
+    2139,
+    2143,
+    2150,
+    2154,
+    2155,
+    2161,
+    2167,
+    2168,
+    2173,
+    2177,
+    2178,
+    2184,
+    2189,
+    2191,
+    2197,
+    2201,
+    2211,
+    2213,
+    2217,
+    2219,
+    2226,
+    2230,
+    2234,
+    2243,
+    2246,
+    2251,
+    2259,
+    2263,
+    2270,
+    2280,
+    2281,
+    2285,
+    2292,
+    2298,
+    2300,
+    2304,
+    2308,
+    2313,
+    2314,
+    2317,
+    2318,
+    2324,
+    2342,
+    2354,
+    2361,
+    2368,
+    2375,
+    2377,
+    2378,
+    2379,
+    2380,
+    2381,
+    2386,
+    2392,
+    2395,
+    2407,
+    2412,
+    2413,
+    2415,
+    2420,
+    2426,
+    2436,
+    2437,
+    2441,
+    2447,
+    2448,
+    2457,
+    2459,
+    2462,
+    2471,
+    2472,
+    2473,
+    2479,
+    2487,
+    2490,
+    2501,
+    2504,
+    2505,
+    2508,
+    2517,
+    2522,
+    2524,
+    2526,
+    2536,
+    2538,
+    2541,
+    2548,
+    2549,
+    2550,
+    2551,
+    2556,
+    2558,
+    2566,
+    2570,
+    2571,
+    2576,
+    2581,
+    2588,
+    2590,
+    2593,
+    2595,
+    2604,
+    2617,
+    2618,
+    2620,
+    2622,
+    2643,
+    2653,
+    2661,
+    2664,
+    2665,
+    2670,
+    2672,
+    2677,
+    2697,
+    2702,
+    2707,
+    2713,
+    2724,
+    2731,
+    2733,
+    2738,
+    2742,
+    2747,
+    2751,
+    2760,
+    2764,
+    2767,
+    2773,
+    2776,
+    2778,
+    2779,
+    2785,
+    2788,
+    2789,
+    2794,
+    2800,
+    2801,
+    2802,
+    2803,
+    2811,
+    2816,
+    2820,
+    2827,
+    2828,
+    2831,
+    2833,
+    2843,
+    2855,
+    2857,
+    2859,
+    2869,
+    2882,
+    2884,
+    2886,
+    2887,
+    2899,
+    2910,
+    2921,
+    2931,
+    2932,
+    2933,
+    2941,
+    2962,
+    2963,
+    2965,
+    2966,
+    2967,
+    2976,
+    2977,
+    2980,
+    2983,
+    2986,
+    2997,
+    3006,
+    3012,
+    3014,
+    3027,
+    3032,
+    3034,
+    3035,
+    3043,
+    3049,
+    3054,
+    3060,
+    3065,
+    3070,
+    3074,
+    3075,
+    3082,
+    3093,
+    3096,
+    3101,
+    3102,
+    3106,
+    3110,
+    3117,
+    3124,
+    3125,
+    3127,
+    3129,
+    3132,
+    3140,
+    3146,
+    3147,
+    3149,
+    3158,
+    3161,
+    3163,
+    3164,
+    3168,
+    3171,
+    3175,
+    3179,
+    3189,
+    3191,
+    3192,
+    3199,
+    3205,
+    3220,
+    3224,
+    3228,
+    3236,
+    3238,
+    3241,
+    3242,
+    3243,
+    3247,
+    3254,
+    3255,
+    3257,
+    3258,
+    3261,
+    3277,
+    3279,
+    3290,
+    3292,
+    3294,
+    3313,
+    3314,
+    3322,
+    3340,
+    3343,
+    3344,
+    3345,
+    3354,
+    3357,
+    3365,
+    3368,
+    3370,
+    3373,
+    3375,
+    3383,
+    3389,
+    3403,
+    3412,
+    3422,
+    3433,
+    3434,
+    3444,
+    3449,
+    3461,
+    3465,
+    3474,
+    3478,
+    3479,
+    3496,
+    3500,
+    3503,
+    3507,
+    3512,
+    3513,
+    3514,
+    3523,
+    3538,
+    3539,
+    3549,
+    3556,
+    3558,
+    3564,
+    3567,
+    3568,
+    3569,
+    3573,
+    3587,
+    3599,
+    3603,
+    3606,
+    3618,
+    3620,
+    3625,
+    3629,
+    3634,
+    3637,
+    3664,
+    3667,
+    3670,
+    3676,
+    3678,
+    3680,
+    3681,
+    3684,
+    3685,
+    3686,
+    3692,
+    3693,
+    3700,
+    3708,
+    3709,
+    3711,
+    3715,
+    3716,
+    3724,
+    3726,
+    3740,
+    3742,
+    3752,
+    3756,
+    3758,
+    3767,
+    3770,
+    3791,
+    3793,
+    3794,
+    3798,
+    3805,
+    3830,
+    3846,
+    3850,
+    3855,
+    3856,
+    3860,
+    3863,
+    3865,
+    3889,
+    3894,
+    3899,
+    3901,
+    3910,
+    3919,
+    3921,
+    3926,
+    3931,
+    3934,
+    3935,
+    3936,
+    3945,
+    3952,
+    3953,
+    3955,
+    3958,
+    3965,
+    3966,
+    3982,
+    3984,
+    3986,
+    3995,
+    4025,
+    4027,
+    4035,
+    4036,
+    4043,
+    4045,
+    4051,
+    4052,
+    4056,
+    4058,
+    4066,
+    4075,
+    4076,
+    4086,
+    4089,
+    4093,
+    4106,
+    4116,
+    4117,
+    4121,
+    4126,
+    4134,
+    4146,
+    4154,
+    4157,
+    4158,
+    4160,
+    4170,
+    4176,
+    4183,
+    4186,
+    4187,
+    4190,
+    4201,
+    4202,
+    4205,
+    4206,
+    4208,
+    4210,
+    4215,
+    4220,
+    4225,
+    4226,
+    4231,
+    4239,
+    4246,
+    4250,
+    4252,
+    4256,
+    4262,
+    4263,
+    4276,
+    4291,
+    4295,
+    4297,
+    4308,
+    4315,
+    4320,
+    4322,
+    4331,
+    4342,
+    4360,
+    4366,
+    4374,
+    4375,
+    4378,
+    4390,
+    4394,
+    4397,
+    4408,
+    4412,
+    4414,
+    4415,
+    4416,
+    4428,
+    4436,
+    4438,
+    4440,
+    4446,
+    4448,
+    4451,
+    4452,
+    4453,
+    4455,
+    4463,
+    4474,
+    4475,
+    4483,
+    4502,
+    4505,
+    4523,
+    4524,
+    4535,
+    4537,
+    4538,
+    4539,
+    4551,
+    4555,
+    4556,
+    4557,
+    4558,
+    4566,
+    4570,
+    4592,
+    4593,
+    4608,
+    4610,
+    4613,
+    4614,
+    4621,
+    4622,
+    4631,
+    4634,
+    4636,
+    4656,
+    4660,
+    4665,
+    4675,
+    4689,
+    4699,
+    4700,
+    4702,
+    4706,
+    4709,
+    4713,
+    4715,
+    4718,
+    4720,
+    4727,
+    4728,
+    4730,
+    4735,
+    4738,
+    4744,
+    4770,
+    4775,
+    4780,
+    4797,
+    4801,
+    4810,
+    4811,
+    4813,
+    4814,
+    4826,
+    4835,
+    4837,
+    4851,
+    4860,
+    4864,
+    4866,
+    4873,
+    4879,
+    4885,
+    4887,
+    4888,
+    4891,
+    4903,
+    4913,
+    4919,
+    4921,
+    4926,
+    4928,
+    4934,
+    4936,
+    4940,
+    4945,
+    4950,
+    4954,
+    4956,
+    4963,
+    4966,
+    4968,
+    4975,
+    4976,
+    4977,
+    4978,
+    4983,
+    4984,
+    4986,
+    4996,
+    4997,
+    4998,
+    5004,
+    5006,
+    5020,
+    5034,
+    5039,
+    5041,
+    5051,
+    5052,
+    5054,
+    5062,
+    5064,
+    5066,
+    5074,
+    5077,
+    5087,
+    5092,
+    5100,
+    5105,
+    5115,
+    5132,
+    5137,
+    5142,
+    5147,
+    5154,
+    5157,
+    5170,
+    5182,
+    5187,
+    5189,
+    5197,
+    5209,
+    5210,
+    5218,
+    5221,
+    5228,
+    5231,
+    5242,
+    5256,
+    5258,
+    5259,
+    5261,
+    5263,
+    5271,
+    5283,
+    5294,
+    5301,
+    5307,
+    5309,
+    5312,
+    5321,
+    5328,
+    5330,
+    5333,
+    5334,
+    5342,
+    5348,
+    5353,
+    5358,
+    5359,
+    5360,
+    5361,
+    5362,
+    5369,
+    5382,
+    5386,
+    5387,
+    5397,
+    5398,
+    5401,
+    5403,
+    5404,
+    5407,
+    5415,
+    5418,
+    5421,
+    5425,
+    5430,
+    5431,
+    5443,
+    5450,
+    5454,
+    5457,
+    5459,
+    5460,
+    5466,
+    5470,
+    5483,
+    5488,
+    5489,
+    5495,
+    5499,
+    5500,
+    5506,
+    5508,
+    5510,
+    5512,
+    5515,
+    5520,
+    5524,
+    5526,
+    5527,
+    5528,
+    5542,
+    5556,
+    5563,
+    5585,
+    5587,
+    5589,
+    5598,
+    5603,
+    5606,
+    5607,
+    5620,
+    5635,
+    5641,
+    5643,
+    5649,
+    5662,
+    5667,
+    5672,
+    5677,
+    5684,
+    5688,
+    5696,
+    5707,
+    5709,
+    5713,
+    5722,
+    5725,
+    5729,
+    5730,
+    5732,
+    5734,
+    5738,
+    5744,
+    5748,
+    5753,
+    5759,
+    5765,
+    5785,
+    5786,
+    5790,
+    5798,
+    5804,
+    5805,
+    5813,
+    5823,
+    5824,
+    5825,
+    5833,
+    5835,
+    5845,
+    5852,
+    5856,
+    5865,
+    5866,
+    5869,
+    5870,
+    5875,
+    5882,
+    5892,
+    5897,
+    5904,
+    5913,
+    5914,
+    5915,
+    5920,
+    5926,
+    5931,
+    5935,
+    5938,
+    5939,
+    5942,
+    5946,
+    5948,
+    5958,
+    5961,
+    5973,
+    5981,
+    5988,
+    5990,
+    5992,
+    6002,
+    6003,
+    6004,
+    6007,
+    6010,
+    6012,
+    6015,
+    6020,
+    6024,
+    6027,
+    6030,
+    6032,
+    6039,
+    6051,
+    6055,
+    6061,
+    6066,
+    6069,
+    6074,
+    6078,
+    6083,
+    6091,
+    6094,
+    6098,
+    6099,
+    6100,
+    6103,
+    6104,
+    6116,
+    6119,
+    6120,
+    6121,
+    6136,
+    6139,
+    6145,
+    6146,
+    6148,
+    6154,
+    6155,
+    6160,
+    6170,
+    6172,
+    6173,
+    6175,
+    6182,
+    6183,
+    6185,
+    6186,
+    6201,
+    6202,
+    6205,
+    6206,
+    6208,
+    6211,
+    6216,
+    6218,
+    6226,
+    6235,
+    6238,
+    6240,
+    6243,
+    6247,
+    6249,
+    6252,
+    6264,
+    6273,
+    6274,
+    6275,
+    6281,
+    6284,
+    6300,
+    6301,
+    6308,
+    6309,
+    6313,
+    6332,
+    6355,
+    6376,
+    6377,
+    6378,
+    6379,
+    6384,
+    6399,
+    6402,
+    6412,
+    6421,
+    6430,
+    6436,
+    6437,
+    6442,
+    6446,
+    6449,
+    6453,
+    6459,
+    6465,
+    6467,
+    6473,
+    6476,
+    6488,
+    6489,
+    6490,
+    6494,
+    6500,
+    6505,
+    6508,
+    6511,
+    6513,
+    6522,
+    6528,
+    6534,
+    6537,
+    6540,
+    6541,
+    6544,
+    6550,
+    6555,
+    6557,
+    6558,
+    6559,
+    6562,
+    6563,
+    6572,
+    6582,
+    6587,
+    6588,
+    6591,
+    6596,
+    6597,
+    6598,
+    6608,
+    6611,
+    6613,
+    6619,
+    6623,
+    6624,
+    6626,
+    6628,
+    6629,
+    6635,
+    6645,
+    6647,
+    6648,
+    6658,
+    6661,
+    6663,
+    6669,
+    6671,
+    6673,
+    6677,
+    6678,
+    6685,
+    6689,
+    6710,
+    6711,
+    6714,
+    6718,
+    6719,
+    6722,
+    6727,
+    6728,
+    6730,
+    6732,
+    6734,
+    6740,
+    6745,
+    6746,
+    6750,
+    6752,
+    6761,
+    6766,
+    6778,
+    6786,
+    6790,
+    6792,
+    6798,
+    6799,
+    6803,
+    6811,
+    6814,
+    6816,
+    6818,
+    6829,
+    6835,
+    6836,
+    6839,
+    6841,
+    6844,
+    6849,
+    6852,
+    6855,
+    6864,
+    6866,
+    6879,
+    6883,
+    6888,
+    6905,
+    6912,
+    6919,
+    6936,
+    6940,
+    6943,
+    6946,
+    6949,
+    6951,
+    6959,
+    6961,
+    6965,
+    6978,
+    6979,
+    6990,
+    6997,
+    6998,
+    7001,
+    7003,
+    7006,
+    7011,
+    7019,
+    7020,
+    7028,
+    7029,
+    7034,
+    7036,
+    7041,
+    7045,
+    7054,
+    7060,
+    7064,
+    7065,
+    7079,
+    7086,
+    7089,
+    7090,
+    7094,
+    7103,
+    7104,
+    7111,
+    7113,
+    7119,
+    7122,
+    7124,
+    7125,
+    7128,
+    7132,
+    7133,
+    7135,
+    7136,
+    7137,
+    7140,
+    7142,
+    7143,
+    7147,
+    7150,
+    7152,
+    7153,
+    7154,
+    7157,
+    7162,
+    7166,
+    7167,
+    7178,
+    7190,
+    7201,
+    7214,
+    7221,
+    7223,
+    7224,
+    7230,
+    7234,
+    7237,
+    7243,
+    7246,
+    7252,
+    7254,
+    7264,
+    7266,
+    7279,
+    7285,
+    7290,
+    7292,
+    7302,
+    7307,
+    7311,
+    7329,
+    7330,
+    7341,
+    7346,
+    7348,
+    7351,
+    7353,
+    7359,
+    7361,
+    7366,
+    7380,
+    7381,
+    7388,
+    7390,
+    7393,
+    7399,
+    7401,
+    7404,
+    7412,
+    7418,
+    7420,
+    7422,
+    7423,
+    7429,
+    7430,
+    7431,
+    7434,
+    7448,
+    7453,
+    7461,
+    7463,
+    7464,
+    7466,
+    7469,
+    7470,
+    7473,
+    7474,
+    7475,
+    7477,
+    7480,
+    7482,
+    7483,
+    7488,
+    7491,
+    7495,
+    7500,
+    7503,
+    7505,
+    7513,
+    7523,
+    7525,
+    7535,
+    7540,
+    7546,
+    7551,
+    7554,
+    7562,
+    7576,
+    7589,
+    7590,
+    7591,
+    7594,
+    7609,
+    7622,
+    7626,
+    7627,
+    7628,
+    7631,
+    7644,
+    7654,
+    7658,
+    7672,
+    7675,
+    7677,
+    7680,
+    7685,
+    7691,
+    7695,
+    7697,
+    7699,
+    7708,
+    7714,
+    7719,
+    7720,
+    7722,
+    7724,
+    7728,
+    7738,
+    7745,
+    7746,
+    7749,
+    7757,
+    7762,
+    7768,
+    7775,
+    7782,
+    7783,
+    7791,
+    7802,
+    7808,
+    7809,
+    7811,
+    7832,
+    7833,
+    7838,
+    7846,
+    7847,
+    7854,
+    7856,
+    7860,
+    7863,
+    7867,
+    7869,
+    7872,
+    7878,
+    7883,
+    7887,
+    7903,
+    7917,
+    7922,
+    7926,
+    7927,
+    7930,
+    7937,
+    7939,
+    7940,
+    7948,
+    7951,
+    7955,
+    7956,
+    7957,
+    7959,
+    7962,
+    7963,
+    7981,
+    7993,
+    7998,
+    8005,
+    8007,
+    8011,
+    8012,
+    8017,
+    8021,
+    8027,
+    8031,
+    8041,
+    8046,
+    8055,
+    8057,
+    8065,
+    8072,
+    8073,
+    8077,
+    8081,
+    8083,
+    8085,
+    8098,
+    8107,
+    8109,
+    8115,
+    8116,
+    8117,
+    8118,
+    8126,
+    8133,
+    8134,
+    8138,
+    8144,
+    8145,
+    8148,
+    8151,
+    8164,
+    8174,
+    8194,
+    8202,
+    8204,
+    8208,
+    8214,
+    8222,
+    8223,
+    8224,
+    8228,
+    8230,
+    8232,
+    8233,
+    8234,
+    8240,
+    8241,
+    8251,
+    8255,
+    8257,
+    8264,
+    8267,
+    8287,
+    8297,
+    8299,
+    8305,
+    8320,
+    8331,
+    8333,
+    8334,
+    8335,
+    8339,
+    8343,
+    8355,
+    8363,
+    8370,
+    8373,
+    8375,
+    8380,
+    8381,
+    8388,
+    8401,
+    8403,
+    8411,
+    8427,
+    8434,
+    8438,
+    8443,
+    8455,
+    8458,
+    8461,
+    8467,
+    8469,
+    8482,
+    8487,
+    8493,
+    8500,
+    8501,
+    8502,
+    8505,
+    8509,
+    8513,
+    8517,
+    8518,
+    8521,
+    8526,
+    8530,
+    8533,
+    8538,
+    8551,
+    8552,
+    8572,
+    8581,
+    8588,
+    8592,
+    8594,
+    8595,
+    8600,
+    8603,
+    8608,
+    8614,
+    8621,
+    8630,
+    8635,
+    8644,
+    8651,
+    8653,
+    8664,
+    8670,
+    8671,
+    8672,
+    8676,
+    8678,
+    8682,
+    8687,
+    8692,
+    8696,
+    8701,
+    8703,
+    8708,
+    8711,
+    8712,
+    8717,
+    8726,
+    8735,
+    8737,
+    8738,
+    8740,
+    8755,
+    8756,
+    8759,
+    8762,
+    8764,
+    8774,
+    8777,
+    8779,
+    8785,
+    8789,
+    8799,
+    8811,
+    8830,
+    8831,
+    8832,
+    8836,
+    8837,
+    8847,
+    8851,
+    8863,
+    8866,
+    8871,
+    8875,
+    8878,
+    8884,
+    8886,
+    8889,
+    8892,
+    8895,
+    8900,
+    8902,
+    8909,
+    8915,
+    8923,
+    8946,
+    8947,
+    8954,
+    8971,
+    8988,
+    8989,
+    9002,
+    9008,
+    9009,
+    9018,
+    9028,
+    9029,
+    9036,
+    9041,
+    9042,
+    9051,
+    9054,
+    9055,
+    9056,
+    9066,
+    9069,
+    9072,
+    9075,
+    9077,
+    9093,
+    9095,
+    9096,
+    9098,
+    9102,
+    9104,
+    9106,
+    9114,
+    9115,
+    9118,
+    9124,
+    9126,
+    9127,
+    9128,
+    9131,
+    9138,
+    9139,
+    9162,
+    9164,
+    9177,
+    9182,
+    9185,
+    9189,
+    9193,
+    9195,
+    9203,
+    9207,
+    9215,
+    9224,
+    9244,
+    9250,
+    9252,
+    9253,
+    9254,
+    9256,
+    9258,
+    9259,
+    9268,
+    9269,
+    9279,
+    9284,
+    9286,
+    9297,
+    9298,
+    9299,
+    9300,
+    9304,
+    9305,
+    9311,
+    9316,
+    9329,
+    9330,
+    9337,
+    9344,
+    9348,
+    9373,
+    9378,
+    9383,
+    9386,
+    9387,
+    9390,
+    9394,
+    9401,
+    9403,
+    9404,
+    9407,
+    9411,
+    9417,
+    9423,
+    9436,
+    9438,
+    9448,
+    9449,
+    9456,
+    9460,
+    9462,
+    9468,
+    9470,
+    9487,
+    9489,
+    9494,
+    9499,
+    9503,
+    9505,
+    9506,
+    9509,
+    9512,
+    9515,
+    9517,
+    9519,
+    9539,
+    9544,
+    9549,
+    9553,
+    9554,
+    9557,
+    9564,
+    9573,
+    9575,
+    9593,
+    9598,
+    9602,
+    9610,
+    9614,
+    9629,
+    9631,
+    9636,
+    9651,
+    9664,
+    9679,
+    9680,
+    9683,
+    9684,
+    9691,
+    9693,
+    9696,
+    9706,
+    9710,
+    9712,
+    9713,
+    9715,
+    9717,
+    9721,
+    9742,
+    9763,
+    9764,
+    9765,
+    9768,
+    9771,
+    9773,
+    9774,
+    9776,
+    9780,
+    9784,
+    9796,
+    9797,
+    9798,
+    9800,
+    9804,
+    9810,
+    9813,
+    9822,
+    9827,
+    9835,
+    9839,
+    9843,
+    9846,
+    9858,
+    9867,
+    9879,
+    9880,
+    9884,
+    9885,
+    9886,
+    9890,
+    9891,
+    9892,
+    9894,
+    9908,
+    9909,
+    9913,
+    9918,
+    9921,
+    9933,
+    9951,
+    9961,
+    10006,
+    10013,
+    10016,
+    10050,
+    10051,
+    10054,
+    10067,
+    10069,
+    10070,
+    10076,
+    10089,
+    10104,
+    10106,
+    10107,
+    10110,
+    10117,
+    10126,
+    10132,
+    10136,
+    10140,
+    10147,
+    10152,
+    10158,
+    10171,
+    10175,
+    10176,
+    10179,
+    10183,
+    10187,
+    10191,
+    10194,
+    10199,
+    10210,
+    10213,
+    10214,
+    10218,
+    10221,
+    10226,
+    10227,
+    10237,
+    10239,
+    10241,
+    10244,
+    10247,
+    10251,
+    10252,
+    10254,
+    10259,
+    10261,
+    10264,
+    10265,
+    10271,
+    10272,
+    10273,
+    10274,
+    10275,
+    10277,
+    10279,
+    10280,
+    10282,
+    10292,
+    10293,
+    10304,
+    10306,
+    10314,
+    10315,
+    10319,
+    10321,
+    10331,
+    10333,
+    10336,
+    10339,
+    10342,
+    10347,
+    10355,
+    10356,
+    10366,
+    10369,
+    10370,
+    10372,
+    10381,
+    10389,
+    10394,
+    10395,
+    10397,
+    10401,
+    10407,
+    10408,
+    10416,
+    10418,
+    10424,
+    10425,
+    10426,
+    10428,
+    10440,
+    10441,
+    10443,
+    10445,
+    10454,
+    10455,
+    10459,
+    10466,
+    10467,
+    10482,
+    10483,
+    10484,
+    10486,
+    10487,
+    10489,
+    10490,
+    10501,
+    10512,
+    10513,
+    10514,
+    10517,
+    10519,
+    10528,
+    10534,
+    10537,
+    10547,
+    10568,
+    10582,
+    10583,
+    10588,
+    10594,
+    10597,
+    10599,
+    10601,
+    10603,
+    10606,
+    10620,
+    10642,
+    10643,
+    10644,
+    10645,
+    10656,
+    10657,
+    10663,
+    10664,
+    10667,
+    10671,
+    10710,
+    10711,
+    10712,
+    10720,
+    10736,
+    10741,
+    10748,
+    10752,
+    10756,
+    10779,
+    10780,
+    10782,
+    10793,
+    10797,
+    10803,
+    10811,
+    10812,
+    10817,
+    10820,
+    10836,
+    10854,
+    10856,
+    10857,
+    10862,
+    10864,
+    10867,
+    10868,
+    10869,
+    10877,
+    10878,
+    10885,
+    10888,
+    10890,
+    10895,
+    10900,
+    10903,
+    10904,
+    10912,
+    10922,
+    10927,
+    10937,
+    10942,
+    10943,
+    10952,
+    10954,
+    10955,
+    10956,
+    10957,
+    10958,
+    10959,
+    10968,
+    10984,
+    10985,
+    10996,
+    10997,
+    10999,
+    11007,
+    11017,
+    11019,
+    11023,
+    11024,
+    11030,
+    11034,
+    11035,
+    11041,
+    11043,
+    11044,
+    11047,
+    11064,
+    11090,
+    11095,
+    11096,
+    11119,
+    11121,
+    11125,
+    11126,
+    11128,
+    11134,
+    11141,
+    11147,
+    11152,
+    11160,
+    11166,
+    11167,
+    11168,
+    11177,
+    11182,
+    11185,
+    11191,
+    11192,
+    11200,
+    11201,
+    11208,
+    11213,
+    11214,
+    11223,
+    11225,
+    11238,
+    11239,
+    11248,
+    11253,
+    11254,
+    11258,
+    11265,
+    11273,
+    11280,
+    11287,
+    11288,
+    11290,
+    11296,
+    11300,
+    11301,
+    11308,
+    11310,
+    11320,
+    11340,
+    11344,
+    11369,
+    11371,
+    11372,
+    11373,
+    11383,
+    11386,
+    11390,
+    11392,
+    11401,
+    11403,
+    11405,
+    11410,
+    11415,
+    11424,
+    11426,
+    11428,
+    11429,
+    11446,
+    11458,
+    11460,
+    11461,
+    11470,
+    11472,
+    11474,
+    11475,
+    11483,
+    11484,
+    11489,
+    11492,
+    11498,
+    11504,
+    11507,
+    11509,
+    11516,
+    11521,
+    11526,
+    11534,
+    11543,
+    11552,
+    11553,
+    11556,
+    11558,
+    11562,
+    11563,
+    11569,
+    11570,
+    11573,
+    11582,
+    11585,
+    11586,
+    11588,
+    11594,
+    11600,
+    11601,
+    11611,
+    11631,
+    11635,
+    11641,
+    11652,
+    11657,
+    11658,
+    11668,
+    11676,
+    11681,
+    11684,
+    11689,
+    11691,
+    11696,
+    11697,
+    11701,
+    11704,
+    11715,
+    11720,
+    11736,
+    11742,
+    11743,
+    11750,
+    11760,
+    11761,
+    11763,
+    11764,
+    11765,
+    11767,
+    11768,
+    11771,
+    11773,
+    11775,
+    11776,
+    11777,
+    11779,
+    11780,
+    11784,
+    11791,
+    11792,
+    11794,
+    11796,
+    11798,
+    11810,
+    11812,
+    11813,
+    11823,
+    11824,
+    11825,
+    11831,
+    11832,
+    11841,
+    11844,
+    11848,
+    11853,
+    11857,
+    11861,
+    11863,
+    11869,
+    11873,
+    11875,
+    11876,
+    11881,
+    11883,
+    11884,
+    11896,
+    11905,
+    11907,
+    11908,
+    11911,
+    11920,
+    11931,
+    11935,
+    11953,
+    11966,
+    11975,
+    11976,
+    11980,
+    11986,
+    11999,
+    12005,
+    12008,
+    12010,
+    12017,
+    12019,
+    12022,
+    12037,
+    12038,
+    12039,
+    12046,
+    12050,
+    12052,
+    12055,
+    12061,
+    12063,
+    12064,
+    12065,
+    12071,
+    12085,
+    12101,
+    12108,
+    12110,
+    12111,
+    12113,
+    12132,
+    12134,
+    12144,
+    12145,
+    12150,
+    12157,
+    12165,
+    12168,
+    12175,
+    12176,
+    12187,
+    12191,
+    12195,
+    12203,
+    12205,
+    12208,
+    12214,
+    12216,
+    12231,
+    12238,
+    12253,
+    12256,
+    12258,
+    12261,
+    12264,
+    12266,
+    12272,
+    12288,
+    12294,
+    12301,
+    12303,
+    12305,
+    12323,
+    12328,
+    12331,
+    12332,
+    12339,
+    12343,
+    12345,
+    12346,
+    12349,
+    12353,
+    12354,
+    12368,
+    12369,
+    12379,
+    12390,
+    12391,
+    12393,
+    12397,
+    12402,
+    12407,
+    12413,
+    12422,
+    12429,
+    12432,
+    12436,
+    12437,
+    12439,
+    12441,
+    12443,
+    12450,
+    12453,
+    12474,
+    12486,
+    12487,
+    12488,
+    12490,
+    12499,
+    12500,
+    12502,
+    12504,
+    12506,
+    12512,
+    12521,
+    12523,
+    12524,
+    12528,
+    12531,
+    12535,
+    12538,
+    12546,
+    12547,
+    12552,
+    12569,
+    12572,
+    12579,
+    12580,
+    12582,
+    12583,
+    12584,
+    12587,
+    12596,
+    12613,
+    12614,
+    12618,
+    12630,
+    12654,
+    12664,
+    12672,
+    12674,
+    12675,
+    12683,
+    12699,
+    12705,
+    12708,
+    12710,
+    12712,
+    12715,
+    12716,
+    12720,
+    12722,
+    12723,
+    12725,
+    12734,
+    12740,
+    12742,
+    12747,
+    12754,
+    12757,
+    12763,
+    12772,
+    12779,
+    12787,
+    12803,
+    12805,
+    12806,
+    12814,
+    12818,
+    12820,
+    12822,
+    12828,
+    12830,
+    12835,
+    12836,
+    12842,
+    12856,
+    12863,
+    12867,
+    12874,
+    12882,
+    12883,
+    12884,
+    12885,
+    12890,
+    12895,
+    12910,
+    12917,
+    12920,
+    12936,
+    12937,
+    12943,
+    12949,
+    12950,
+    12953,
+    12966,
+    12973,
+    12983,
+    12984,
+    12990,
+    13007,
+    13012,
+    13015,
+    13016,
+    13022,
+    13025,
+    13057,
+    13062,
+    13063,
+    13075,
+    13078,
+    13086,
+    13087,
+    13095,
+    13096,
+    13102,
+    13106,
+    13110,
+    13111,
+    13114,
+    13115,
+    13118,
+    13122,
+    13127,
+    13128,
+    13131,
+    13135,
+    13138,
+    13146,
+    13150,
+    13152,
+    13156,
+    13164,
+    13165,
+    13171,
+    13181,
+    13182,
+    13184,
+    13198,
+    13199,
+    13200,
+    13205,
+    13208,
+    13232,
+    13239,
+    13240,
+    13249,
+    13253,
+    13264,
+    13275,
+    13279,
+    13283,
+    13288,
+    13294,
+    13295,
+    13297,
+    13303,
+    13306,
+    13310,
+    13313,
+    13315,
+    13316,
+    13318,
+    13320,
+    13321,
+    13328,
+    13329,
+    13340,
+    13351,
+    13352,
+    13355,
+    13370,
+    13373,
+    13374,
+    13376,
+    13380,
+    13381,
+    13382,
+    13387,
+    13390,
+    13392,
+    13395,
+    13401,
+    13405,
+    13408,
+    13424,
+    13432,
+    13444,
+    13445,
+    13448,
+    13450,
+    13458,
+    13464,
+    13465,
+    13469,
+    13482,
+    13485,
+    13486,
+    13494,
+    13526,
+    13529,
+    13531,
+    13542,
+    13549,
+    13567,
+    13568,
+    13570,
+    13573,
+    13574,
+    13578,
+    13584,
+    13585,
+    13588,
+    13589,
+    13596,
+    13600,
+    13603,
+    13618,
+    13623,
+    13626,
+    13627,
+    13639,
+    13655,
+    13656,
+    13658,
+    13661,
+    13665,
+    13671,
+    13674,
+    13676,
+    13678,
+    13681,
+    13682,
+    13684,
+    13691,
+    13692,
+    13696,
+    13708,
+    13713,
+    13716,
+    13722,
+    13735,
+    13753,
+    13755,
+    13756,
+    13759,
+    13776,
+    13784,
+    13788,
+    13790,
+    13792,
+    13795,
+    13798,
+    13800,
+    13801,
+    13814,
+    13826,
+    13828,
+    13829,
+    13836,
+    13837,
+    13840,
+    13848,
+    13849,
+    13850,
+    13851,
+    13860,
+    13865,
+    13870,
+    13871,
+    13879,
+    13883,
+    13885,
+    13886,
+    13889,
+    13893,
+    13894,
+    13900,
+    13904,
+    13906,
+    13908,
+    13912,
+    13914,
+    13931,
+    13932,
+    13934,
+    13935,
+    13937,
+    13943,
+    13946,
+    13958,
+    13967,
+    13972,
+    13989,
+    13994,
+    13999,
+    14004,
+    14008,
+    14009,
+    14010,
+    14015,
+    14018,
+    14025,
+    14028,
+    14030,
+    14038,
+    14041,
+    14043,
+    14045,
+    14064,
+    14069,
+    14079,
+    14080,
+    14086,
+    14087,
+    14089,
+    14091,
+    14092,
+    14094,
+    14097,
+    14105,
+    14116,
+    14118,
+    14124,
+    14141,
+    14143,
+    14145,
+    14149,
+    14154,
+    14157,
+    14158,
+    14170,
+    14179,
+    14189,
+    14201,
+    14206,
+    14208,
+    14212,
+    14220,
+    14221,
+    14227,
+    14232,
+    14233,
+    14240,
+    14246,
+    14249,
+    14250,
+    14251,
+    14252,
+    14262,
+    14265,
+    14268,
+    14275,
+    14285,
+    14288,
+    14300,
+    14303,
+    14305,
+    14318,
+    14322,
+    14325,
+    14328,
+    14331,
+    14334,
+    14336,
+    14340,
+    14341,
+    14343,
+    14344,
+    14345,
+    14348,
+    14354,
+    14358,
+    14359,
+    14370,
+    14373,
+    14380,
+    14382,
+    14383,
+    14389,
+    14393,
+    14396,
+    14401,
+    14410,
+    14412,
+    14423,
+    14439,
+    14440,
+    14441,
+    14445,
+    14458,
+    14460,
+    14463,
+    14464,
+    14470,
+    14486,
+    14490,
+    14491,
+    14494,
+    14498,
+    14507,
+    14508,
+    14512,
+    14521,
+    14532,
+    14533,
+    14534,
+    14536,
+    14540,
+    14543,
+    14544,
+    14558,
+    14561,
+    14564,
+    14572,
+    14583,
+    14588,
+    14589,
+    14593,
+    14600,
+    14604,
+    14606,
+    14608,
+    14609,
+    14629,
+    14630,
+    14638,
+    14644,
+    14646,
+    14651,
+    14657,
+    14666,
+    14675,
+    14680,
+    14685,
+    14688,
+    14689,
+    14696,
+    14699,
+    14709,
+    14715,
+    14717,
+    14718,
+    14724,
+    14733,
+    14737,
+    14744,
+    14745,
+    14749,
+    14751,
+    14753,
+    14772,
+    14773,
+    14774,
+    14779,
+    14782,
+    14784,
+    14788,
+    14794,
+    14799,
+    14805,
+    14809,
+    14810,
+    14811,
+    14814,
+    14824,
+    14829,
+    14830,
+    14831,
+    14832,
+    14833,
+    14834,
+    14845,
+    14847,
+    14851,
+    14853,
+    14854,
+    14868,
+    14870,
+    14872,
+    14875,
+    14877,
+    14883,
+    14884,
+    14885,
+    14889,
+    14892,
+    14893,
+    14894,
+    14898,
+    14902,
+    14904,
+    14905,
+    14916,
+    14919,
+    14923,
+    14935,
+    14936,
+    14951,
+    14965,
+    14967,
+    14971,
+    14976,
+    14977,
+    14978,
+    14979,
+    14993,
+    14995,
+    15004,
+    15011,
+    15018,
+    15019,
+    15030,
+    15033,
+    15034,
+    15037,
+    15050,
+    15052,
+    15053,
+    15054,
+    15059,
+    15061,
+    15067,
+    15070,
+    15076,
+    15081,
+    15085,
+    15087,
+    15096,
+    15112,
+    15114,
+    15117,
+    15121,
+    15124,
+    15126,
+    15129,
+    15130,
+    15146,
+    15147,
+    15150,
+    15158,
+    15161,
+    15166,
+    15169,
+    15179,
+    15191,
+    15192,
+    15193,
+    15195,
+    15196,
+    15197,
+    15203,
+    15204,
+    15233,
+    15238,
+    15244,
+    15247,
+    15253,
+    15254,
+    15259,
+    15266,
+    15271,
+    15276,
+    15277,
+    15291,
+    15292,
+    15305,
+    15306,
+    15326,
+    15327,
+    15336,
+    15337,
+    15339,
+    15355,
+    15371,
+    15372,
+    15373,
+    15377,
+    15379,
+    15382,
+    15400,
+    15402,
+    15403,
+    15409,
+    15411,
+    15417,
+    15420,
+    15426,
+    15427,
+    15439,
+    15444,
+    15454,
+    15455,
+    15461,
+    15476,
+    15478,
+    15486,
+    15492,
+    15497,
+    15498,
+    15506,
+    15512,
+    15515,
+    15516,
+    15517,
+    15519,
+    15522,
+    15529,
+    15540,
+    15542,
+    15546,
+    15549,
+    15553,
+    15554,
+    15556,
+    15558,
+    15568,
+    15574,
+    15588,
+    15589,
+    15592,
+    15602,
+    15603,
+    15604,
+    15607,
+    15612,
+    15614,
+    15628,
+    15634,
+    15636,
+    15638,
+    15651,
+    15655,
+    15664,
+    15676,
+    15677,
+    15679,
+    15685,
+    15694,
+    15696,
+    15699,
+    15701,
+    15702,
+    15710,
+    15717,
+    15721,
+    15730,
+    15732,
+    15739,
+    15754,
+    15756,
+    15759,
+    15760,
+    15761,
+    15769,
+    15770,
+    15771,
+    15772,
+    15782,
+    15790,
+    15800,
+    15807,
+    15809,
+    15812,
+    15815,
+    15818,
+    15824,
+    15826,
+    15833,
+    15835,
+    15836,
+    15839,
+    15843,
+    15850,
+    15852,
+    15855,
+    15857,
+    15860,
+    15861,
+    15863,
+    15865,
+    15866,
+    15871,
+    15872,
+    15874,
+    15875,
+    15877,
+    15881,
+    15899,
+    15901,
+    15906,
+    15916,
+    15920,
+    15923,
+    15926,
+    15933,
+    15963,
+    15965,
+    15967,
+    15969,
+    15971,
+    15994,
+    15995,
+    15997,
+    15998,
+    15999,
+    16005,
+    16013,
+    16016,
+    16026,
+    16027,
+    16030,
+    16034,
+    16040,
+    16043,
+    16055,
+    16058,
+    16067,
+    16074,
+    16081,
+    16084,
+    16092,
+    16095,
+    16097,
+    16099,
+    16101,
+    16102,
+    16103,
+    16104,
+    16105,
+    16108,
+    16109,
+    16110,
+    16119,
+    16123,
+    16129,
+    16139,
+    16140,
+    16142,
+    16146,
+    16158,
+    16160,
+    16166,
+    16167,
+    16168,
+    16169,
+    16171,
+    16172,
+    16180,
+    16182,
+    16192,
+    16196,
+    16218,
+    16222,
+    16225,
+    16226,
+    16232,
+    16248,
+    16253,
+    16257,
+    16262,
+    16267,
+    16274,
+    16291,
+    16292,
+    16303,
+    16306,
+    16313,
+    16324,
+    16329,
+    16330,
+    16331,
+    16332,
+    16334,
+    16340,
+    16344,
+    16360,
+    16363,
+    16366,
+    16367,
+    16372,
+    16378,
+    16379
+  ],
+  "new_compensatory_visual": [
+    78,
+    79,
+    114,
+    149,
+    223,
+    229,
+    230,
+    299,
+    311,
+    372,
+    391,
+    399,
+    410,
+    444,
+    450,
+    490,
+    509,
+    579,
+    606,
+    613,
+    614,
+    621,
+    716,
+    729,
+    844,
+    877,
+    929,
+    934,
+    938,
+    946,
+    950,
+    1059,
+    1096,
+    1149,
+    1170,
+    1215,
+    1272,
+    1298,
+    1349,
+    1401,
+    1457,
+    1459,
+    1495,
+    1527,
+    1535,
+    1561,
+    1578,
+    1585,
+    1642,
+    1659,
+    1695,
+    1725,
+    1760,
+    1804,
+    1805,
+    1844,
+    1846,
+    1861,
+    1866,
+    1889,
+    1908,
+    1912,
+    1923,
+    1941,
+    1950,
+    1969,
+    2064,
+    2157,
+    2158,
+    2210,
+    2216,
+    2231,
+    2257,
+    2307,
+    2316,
+    2373,
+    2397,
+    2423,
+    2484,
+    2498,
+    2519,
+    2530,
+    2539,
+    2584,
+    2693,
+    2700,
+    2756,
+    2761,
+    2768,
+    2793,
+    2796,
+    2830,
+    2866,
+    2914,
+    2922,
+    2968,
+    2995,
+    3041,
+    3053,
+    3089,
+    3098,
+    3116,
+    3118,
+    3122,
+    3169,
+    3316,
+    3321,
+    3390,
+    3416,
+    3430,
+    3458,
+    3470,
+    3522,
+    3525,
+    3537,
+    3548,
+    3552,
+    3559,
+    3562,
+    3565,
+    3585,
+    3611,
+    3612,
+    3646,
+    3650,
+    3663,
+    3705,
+    3729,
+    3773,
+    3818,
+    3824,
+    3825,
+    3927,
+    3938,
+    3956,
+    3961,
+    4009,
+    4023,
+    4098,
+    4189,
+    4194,
+    4222,
+    4254,
+    4270,
+    4271,
+    4277,
+    4304,
+    4318,
+    4330,
+    4403,
+    4434,
+    4485,
+    4499,
+    4507,
+    4521,
+    4529,
+    4543,
+    4547,
+    4548,
+    4601,
+    4616,
+    4637,
+    4650,
+    4678,
+    4749,
+    4875,
+    4880,
+    4925,
+    4931,
+    5011,
+    5139,
+    5159,
+    5172,
+    5199,
+    5212,
+    5220,
+    5224,
+    5314,
+    5317,
+    5327,
+    5341,
+    5383,
+    5416,
+    5445,
+    5538,
+    5571,
+    5579,
+    5605,
+    5616,
+    5648,
+    5660,
+    5670,
+    5693,
+    5716,
+    5717,
+    5736,
+    5745,
+    5773,
+    5778,
+    5801,
+    5862,
+    5880,
+    5921,
+    5937,
+    5944,
+    5999,
+    6000,
+    6017,
+    6052,
+    6084,
+    6086,
+    6109,
+    6115,
+    6131,
+    6147,
+    6149,
+    6164,
+    6229,
+    6234,
+    6288,
+    6315,
+    6319,
+    6331,
+    6403,
+    6425,
+    6439,
+    6450,
+    6492,
+    6499,
+    6502,
+    6536,
+    6548,
+    6556,
+    6560,
+    6581,
+    6634,
+    6861,
+    6867,
+    6895,
+    6927,
+    6931,
+    7056,
+    7075,
+    7107,
+    7109,
+    7134,
+    7149,
+    7169,
+    7242,
+    7253,
+    7312,
+    7326,
+    7347,
+    7383,
+    7417,
+    7425,
+    7443,
+    7444,
+    7457,
+    7467,
+    7468,
+    7501,
+    7509,
+    7530,
+    7555,
+    7557,
+    7559,
+    7570,
+    7647,
+    7669,
+    7721,
+    7723,
+    7737,
+    7742,
+    7755,
+    7758,
+    7766,
+    7778,
+    7792,
+    7812,
+    7819,
+    7843,
+    7861,
+    7902,
+    7921,
+    7954,
+    7979,
+    8002,
+    8042,
+    8070,
+    8084,
+    8106,
+    8112,
+    8195,
+    8286,
+    8309,
+    8367,
+    8391,
+    8404,
+    8405,
+    8429,
+    8430,
+    8460,
+    8524,
+    8566,
+    8573,
+    8576,
+    8585,
+    8613,
+    8629,
+    8643,
+    8648,
+    8661,
+    8684,
+    8706,
+    8722,
+    8731,
+    8753,
+    8781,
+    8804,
+    8805,
+    8850,
+    8890,
+    8906,
+    8931,
+    8940,
+    8972,
+    9021,
+    9076,
+    9149,
+    9210,
+    9219,
+    9265,
+    9280,
+    9332,
+    9340,
+    9346,
+    9385,
+    9412,
+    9433,
+    9454,
+    9481,
+    9508,
+    9534,
+    9543,
+    9577,
+    9587,
+    9619,
+    9649,
+    9760,
+    9761,
+    9806,
+    9807,
+    9820,
+    9852,
+    9929,
+    9931,
+    10031,
+    10035,
+    10053,
+    10071,
+    10085,
+    10100,
+    10131,
+    10200,
+    10233,
+    10301,
+    10338,
+    10343,
+    10345,
+    10420,
+    10434,
+    10449,
+    10468,
+    10480,
+    10539,
+    10596,
+    10648,
+    10668,
+    10706,
+    10707,
+    10709,
+    10727,
+    10763,
+    10798,
+    10831,
+    10889,
+    10893,
+    10905,
+    10931,
+    11013,
+    11021,
+    11026,
+    11031,
+    11067,
+    11070,
+    11086,
+    11122,
+    11137,
+    11188,
+    11195,
+    11199,
+    11241,
+    11261,
+    11303,
+    11306,
+    11314,
+    11324,
+    11343,
+    11347,
+    11351,
+    11363,
+    11365,
+    11380,
+    11414,
+    11418,
+    11434,
+    11445,
+    11478,
+    11480,
+    11491,
+    11499,
+    11545,
+    11621,
+    11642,
+    11648,
+    11660,
+    11678,
+    11679,
+    11688,
+    11693,
+    11698,
+    11755,
+    11833,
+    11870,
+    11874,
+    11892,
+    11954,
+    11961,
+    11972,
+    12007,
+    12057,
+    12162,
+    12196,
+    12197,
+    12207,
+    12215,
+    12320,
+    12356,
+    12357,
+    12419,
+    12445,
+    12467,
+    12520,
+    12561,
+    12586,
+    12606,
+    12608,
+    12668,
+    12687,
+    12744,
+    12750,
+    12789,
+    12792,
+    12825,
+    12833,
+    12875,
+    12929,
+    13032,
+    13033,
+    13068,
+    13080,
+    13104,
+    13108,
+    13120,
+    13130,
+    13176,
+    13235,
+    13265,
+    13308,
+    13338,
+    13361,
+    13364,
+    13371,
+    13394,
+    13399,
+    13449,
+    13487,
+    13491,
+    13513,
+    13521,
+    13558,
+    13560,
+    13577,
+    13622,
+    13748,
+    13773,
+    13785,
+    13822,
+    13872,
+    13887,
+    13892,
+    13907,
+    13938,
+    13966,
+    13992,
+    14033,
+    14057,
+    14076,
+    14100,
+    14102,
+    14123,
+    14139,
+    14147,
+    14155,
+    14182,
+    14234,
+    14244,
+    14273,
+    14307,
+    14346,
+    14356,
+    14419,
+    14436,
+    14449,
+    14474,
+    14492,
+    14545,
+    14569,
+    14596,
+    14617,
+    14626,
+    14647,
+    14658,
+    14667,
+    14758,
+    14795,
+    14796,
+    14827,
+    14866,
+    14924,
+    14952,
+    15016,
+    15024,
+    15036,
+    15040,
+    15068,
+    15073,
+    15120,
+    15136,
+    15215,
+    15442,
+    15451,
+    15471,
+    15483,
+    15485,
+    15503,
+    15567,
+    15578,
+    15598,
+    15615,
+    15623,
+    15637,
+    15648,
+    15662,
+    15719,
+    15735,
+    15775,
+    15794,
+    15864,
+    15876,
+    15898,
+    15910,
+    15924,
+    15930,
+    15955,
+    15987,
+    16003,
+    16085,
+    16094,
+    16155,
+    16157,
+    16183,
+    16193,
+    16202,
+    16207,
+    16227,
+    16249,
+    16269,
+    16281,
+    16339,
+    16361,
+    16383
+  ]
+}

v2-differentlayer/smollm3-ppo/singlelayer_separate/base_L19__aligned_L18/metrics/aggregate_metrics.json

@@ -0,0 +1,27 @@
+{
+  "feature_sharing_ratio": 0.9400634765625,
+  "semantic_stability_score": 0.34276761686040697,
+  "counterfactual_sensitivity_shift": {
+    "base_only": -3.79902759955348e-05,
+    "shared_redirected": 6.3080227817896566e-06,
+    "shared_attenuated": -1.4440973741404024e-05,
+    "shared_aligned": 0.005864655065756889,
+    "shared_intermediate": 7.595709628474761e-05,
+    "aligned_only": 0.00480897714472322
+  },
+  "superposition_fraction": 0.0,
+  "fve_base": 0.7456437168321061,
+  "fve_aligned": 0.694599555737061,
+  "dead_neuron_fraction": 0.9480840590566623,
+  "l0_sparsity_base": 175.62370475773497,
+  "l0_sparsity_aligned": 163.54055385288967,
+  "class_counts": {
+    "shared_redirected": 11884,
+    "shared_attenuated": 1938,
+    "shared_aligned": 984,
+    "shared_intermediate": 596,
+    "aligned_only": 593,
+    "base_only": 389
+  },
+  "total_features": 16384
+}

v2-differentlayer/smollm3-ppo/singlelayer_separate/base_L19__aligned_L18/metrics/cf_shift_by_class.json

@@ -0,0 +1,74 @@
+{
+  "base_only": {
+    "count": 389,
+    "cf_shift_mean": -3.79902759955348e-05,
+    "cf_shift_std": 5.272601751971058e-05,
+    "cf_shift_median": -2.385486732237041e-05,
+    "cf_base_mean": 4.030774158511015e-05,
+    "cf_aligned_mean": 2.3174657052822875e-06,
+    "high_cf_base_count": 381,
+    "low_cf_base_count": 8,
+    "high_cf_aligned_count": 72,
+    "low_cf_aligned_count": 317
+  },
+  "shared_redirected": {
+    "count": 11884,
+    "cf_shift_mean": 6.3080227817896566e-06,
+    "cf_shift_std": 1.376982757295819e-05,
+    "cf_shift_median": 1.5434462170560437e-06,
+    "cf_base_mean": 3.477317322953195e-06,
+    "cf_aligned_mean": 9.785340107086215e-06,
+    "high_cf_base_count": 4776,
+    "low_cf_base_count": 7108,
+    "high_cf_aligned_count": 5618,
+    "low_cf_aligned_count": 6266
+  },
+  "shared_attenuated": {
+    "count": 1938,
+    "cf_shift_mean": -1.4440973741404024e-05,
+    "cf_shift_std": 2.744038840001276e-05,
+    "cf_shift_median": -8.19281649455661e-06,
+    "cf_base_mean": 1.7097797377022885e-05,
+    "cf_aligned_mean": 2.6568236504202306e-06,
+    "high_cf_base_count": 1580,
+    "low_cf_base_count": 358,
+    "high_cf_aligned_count": 388,
+    "low_cf_aligned_count": 1550
+  },
+  "shared_aligned": {
+    "count": 984,
+    "cf_shift_mean": 0.005864655065756889,
+    "cf_shift_std": 0.4098415590420566,
+    "cf_shift_median": -0.0002886494039557874,
+    "cf_base_mean": 0.05873293168953827,
+    "cf_aligned_mean": 0.06459758642275683,
+    "high_cf_base_count": 971,
+    "low_cf_base_count": 13,
+    "high_cf_aligned_count": 932,
+    "low_cf_aligned_count": 52
+  },
+  "shared_intermediate": {
+    "count": 596,
+    "cf_shift_mean": 7.595709628474761e-05,
+    "cf_shift_std": 9.111291685886793e-05,
+    "cf_shift_median": 6.0841310187242925e-05,
+    "cf_base_mean": 9.975884122624353e-06,
+    "cf_aligned_mean": 8.593298050838587e-05,
+    "high_cf_base_count": 236,
+    "low_cf_base_count": 360,
+    "high_cf_aligned_count": 589,
+    "low_cf_aligned_count": 7
+  },
+  "aligned_only": {
+    "count": 593,
+    "cf_shift_mean": 0.00480897714472322,
+    "cf_shift_std": 0.049083571602041715,
+    "cf_shift_median": 8.973992225946859e-05,
+    "cf_base_mean": 2.2962020661646266e-06,
+    "cf_aligned_mean": 0.004811273290232339,
+    "high_cf_base_count": 248,
+    "low_cf_base_count": 345,
+    "high_cf_aligned_count": 593,
+    "low_cf_aligned_count": 0
+  }
+}

v2-differentlayer/smollm3-ppo/singlelayer_separate/base_L19__aligned_L18/metrics/shared_geometry_metrics.json

@@ -0,0 +1,197 @@
+{
+  "shared_aligned": {
+    "n": 984,
+    "rho_mean": 0.5001140647545094,
+    "rho_std": 0.0035780753419373955,
+    "theta_mean": 0.9998095898729998,
+    "theta_std": 0.005972679321531877,
+    "angle_deg_mean": 0.04341130810909909,
+    "angle_deg_std": 1.13614505489923,
+    "norm_ratio_raw_mean": 1.000588326463788,
+    "norm_ratio_raw_std": 0.018455083256753595,
+    "linear_map": {
+      "sv_mean": 0.399757444858551,
+      "sv_std": 0.4903181493282318,
+      "condition_number": 452698856.1196767,
+      "mean_principal_angle_deg": 4.09853270486796,
+      "singular_values": [
+        1.492356300354004,
+        1.0020887851715088,
+        1.0012462139129639,
+        1.0011311769485474,
+        1.0009486675262451,
+        1.0008183717727661,
+        1.0008107423782349,
+        1.000746726989746,
+        1.0007389783859253,
+        1.000652551651001,
+        1.0006524324417114,
+        1.0006515979766846,
+        1.0006418228149414,
+        1.0006380081176758,
+        1.0006216764450073,
+        1.000619888305664,
+        1.0006046295166016,
+        1.0006030797958374,
+        1.0005933046340942,
+        1.000591516494751
+      ]
+    }
+  },
+  "shared_redirected": {
+    "n": 11884,
+    "rho_mean": 0.5355987776583672,
+    "rho_std": 0.04861124879024863,
+    "theta_mean": 0.28443205606183575,
+    "theta_std": 0.07818650114880912,
+    "angle_deg_mean": 73.41412018296923,
+    "angle_deg_std": 4.7235790120020775,
+    "norm_ratio_raw_mean": 1.1790988129087179,
+    "norm_ratio_raw_std": 0.24861312522830983,
+    "linear_map": {
+      "sv_mean": 0.5172684788703918,
+      "sv_std": 0.37396320700645447,
+      "condition_number": 34321.12677894912,
+      "mean_principal_angle_deg": 59.84098803558504,
+      "singular_values": [
+        3.0119543075561523,
+        1.7972283363342285,
+        1.7086524963378906,
+        1.6681973934173584,
+        1.5889910459518433,
+        1.5712283849716187,
+        1.560659408569336,
+        1.5434939861297607,
+        1.5269403457641602,
+        1.5131304264068604,
+        1.5058106184005737,
+        1.4944480657577515,
+        1.4904515743255615,
+        1.4855225086212158,
+        1.4761830568313599,
+        1.4688222408294678,
+        1.4598795175552368,
+        1.4580544233322144,
+        1.4528815746307373,
+        1.4465268850326538
+      ]
+    }
+  },
+  "shared_intermediate": {
+    "n": 596,
+    "rho_mean": 0.6238222521723517,
+    "rho_std": 0.04031996766436761,
+    "theta_mean": 0.5741426758718171,
+    "theta_std": 0.06485303694571713,
+    "angle_deg_mean": 54.81840932068365,
+    "angle_deg_std": 4.713950759297087,
+    "norm_ratio_raw_mean": 1.6854925442159516,
+    "norm_ratio_raw_std": 0.2569378952621927,
+    "linear_map": {
+      "sv_mean": 0.5637378692626953,
+      "sv_std": 1.0312269926071167,
+      "condition_number": 1798350239.0002756,
+      "mean_principal_angle_deg": 54.818500636969965,
+      "singular_values": [
+        7.194757461547852,
+        6.567479610443115,
+        5.60239839553833,
+        5.566141128540039,
+        4.989290237426758,
+        4.8845438957214355,
+        4.850855827331543,
+        4.684621334075928,
+        4.612897872924805,
+        4.564159393310547,
+        4.515152931213379,
+        4.501343727111816,
+        4.433539867401123,
+        4.312521934509277,
+        4.27163553237915,
+        4.231110095977783,
+        4.152139663696289,
+        4.121931076049805,
+        4.1134033203125,
+        4.073600769042969
+      ]
+    }
+  },
+  "shared_attenuated": {
+    "n": 1938,
+    "rho_mean": 0.4338040402307107,
+    "rho_std": 0.015743942192505744,
+    "theta_mean": 0.2957247726473154,
+    "theta_std": 0.10359748947219487,
+    "angle_deg_mean": 72.67546069827453,
+    "angle_deg_std": 6.386871341261109,
+    "norm_ratio_raw_mean": 0.7675249401799765,
+    "norm_ratio_raw_std": 0.048661765856026634,
+    "linear_map": {
+      "sv_mean": 1.1854114532470703,
+      "sv_std": 1.59475576877594,
+      "condition_number": 1848611221.0368357,
+      "mean_principal_angle_deg": 72.47448158484498,
+      "singular_values": [
+        11.759695053100586,
+        9.741344451904297,
+        9.706123352050781,
+        9.360617637634277,
+        9.236963272094727,
+        9.12113094329834,
+        8.892099380493164,
+        8.878132820129395,
+        8.78586483001709,
+        8.646378517150879,
+        8.514876365661621,
+        8.469027519226074,
+        8.428909301757812,
+        8.412869453430176,
+        8.390274047851562,
+        8.274633407592773,
+        8.181928634643555,
+        8.129491806030273,
+        8.08366870880127,
+        7.979992866516113
+      ]
+    }
+  },
+  "all_shared": {
+    "n": 15402,
+    "rho_mean": 0.5239370475050196,
+    "rho_std": 0.05888679855590742,
+    "theta_mean": 0.34276761686040697,
+    "theta_std": 0.19695140728817034,
+    "angle_deg_mean": 67.91409789442729,
+    "angle_deg_std": 18.719840330013618,
+    "norm_ratio_raw_mean": 1.1355022786825781,
+    "norm_ratio_raw_std": 0.2862419956098718,
+    "linear_map": {
+      "sv_mean": 0.5636318325996399,
+      "sv_std": 0.3701074421405792,
+      "condition_number": 17109.88547414387,
+      "mean_principal_angle_deg": 42.83837273842969,
+      "singular_values": [
+        3.177213668823242,
+        1.5084912776947021,
+        1.4880833625793457,
+        1.4707120656967163,
+        1.4271451234817505,
+        1.3916207551956177,
+        1.382200002670288,
+        1.3741470575332642,
+        1.3607267141342163,
+        1.3556993007659912,
+        1.3527554273605347,
+        1.3451197147369385,
+        1.3419147729873657,
+        1.3374100923538208,
+        1.3319013118743896,
+        1.3291679620742798,
+        1.3285518884658813,
+        1.3235883712768555,
+        1.3193175792694092,
+        1.3132641315460205
+      ]
+    }
+  }
+}

v2-differentlayer/smollm3-ppo/singlelayer_separate/base_L19__aligned_L18/metrics/training_metrics.json

@@ -0,0 +1,80 @@
+{
+  "epochs": [
+    1,
+    2,
+    3,
+    4
+  ],
+  "train_loss": [
+    0.042826191325912824,
+    0.027847111946046874,
+    0.02670468382376436,
+    0.02611989337435537
+  ],
+  "val_loss": [
+    0.028644261725675996,
+    0.027388705925635644,
+    0.026836701966237022,
+    0.02675988901582064
+  ],
+  "train_fve_base": [
+    0.615517434778787,
+    0.7294884481697282,
+    0.7463376092688075,
+    0.7560086109035556
+  ],
+  "train_fve_aligned": [
+    0.5501313441619494,
+    0.6651391590539294,
+    0.6899807221765624,
+    0.7016796958216852
+  ],
+  "val_fve_base": [
+    0.7186701029383075,
+    0.7344239419667509,
+    0.744129288258977,
+    0.7456437168321061
+  ],
+  "val_fve_aligned": [
+    0.6525391564943404,
+    0.6787576641087757,
+    0.6924939910778825,
+    0.694599555737061
+  ],
+  "dead_neurons": [
+    0.8608187860866353,
+    0.9427568621615952,
+    0.9476893436679071,
+    0.9480840590566623
+  ],
+  "l0_base": [
+    198.83829538820783,
+    173.1507224168126,
+    172.8756020140105,
+    175.62370475773497
+  ],
+  "l0_aligned": [
+    184.22360259778168,
+    157.17055239346178,
+    160.29170315236428,
+    163.54055385288967
+  ],
+  "self_recon": [
+    0.022282730626519736,
+    0.016177652599436806,
+    0.015061516752406755,
+    0.014488811979817322
+  ],
+  "cross_recon": [
+    0.024625341863014235,
+    0.019261698850190787,
+    0.018401996080339024,
+    0.017928680829090538
+  ],
+  "sparsity": [
+    0.01069332369517859,
+    0.003964779650606542,
+    0.004282368463124282,
+    0.004459608941824462
+  ]
+}