summaryrefslogtreecommitdiff
path: root/artifacts/manifold_gate/vg512_region_closed_seed1_scalar.json
diff options
context:
space:
mode:
Diffstat (limited to 'artifacts/manifold_gate/vg512_region_closed_seed1_scalar.json')
-rw-r--r--artifacts/manifold_gate/vg512_region_closed_seed1_scalar.json1155
1 files changed, 1155 insertions, 0 deletions
diff --git a/artifacts/manifold_gate/vg512_region_closed_seed1_scalar.json b/artifacts/manifold_gate/vg512_region_closed_seed1_scalar.json
new file mode 100644
index 0000000..ace10c5
--- /dev/null
+++ b/artifacts/manifold_gate/vg512_region_closed_seed1_scalar.json
@@ -0,0 +1,1155 @@
+{
+ "protocol": "Assignments permute real frozen text states; hidden pairs are used only to place the true assignment in the ranking. The energy terms are the cross-modal relation MSE and conditional KL; the language-only terms of the falsified free-particle energy are permutation-invariant on this space.",
+ "meta": {
+ "dataset": "visual_genome_5k",
+ "tier": "region_closed",
+ "samples": 512,
+ "subset_seed": 1,
+ "bundle_channels": false
+ },
+ "args": {
+ "dataset": "vg",
+ "text_orbits": "artifacts/text_orbits_qwen0p5b.pt",
+ "text_mode": "orbit_mean",
+ "vg_vision": "artifacts/vg_5k/vision_features.pt",
+ "vg_text": "artifacts/vg_5k/text_features.pt",
+ "vg_ground_truth": "artifacts/vg_5k/ground_truth.private.jsonl",
+ "vg_bundle_channels": false,
+ "split": "test",
+ "samples": 512,
+ "subset_seed": 1,
+ "random_perms": 1000,
+ "derangement_samples": 200,
+ "descent_restarts": 2,
+ "descent_max_steps": 200000,
+ "descent_objective": "m30_total",
+ "descent_verify_top": 64,
+ "device": "cpu",
+ "seed": 20260729,
+ "output": "artifacts/manifold_gate/vg512_region_closed_seed1_scalar.json",
+ "trajectory_output": null
+ },
+ "channel_names": [
+ "mean"
+ ],
+ "gate_a_global_ranking": {
+ "true": {
+ "mse": 1.6515487328675447,
+ "mse_channels": [
+ 1.6515487328675447
+ ],
+ "mse_channel_mean": 1.6515487328675447,
+ "conditional_kl": 5.9846260976727566,
+ "m30_total": 4.5000226852696406
+ },
+ "similarity_shift": {
+ "mse": 1.8542038709707924,
+ "mse_channels": [
+ 1.8542038709707924
+ ],
+ "mse_channel_mean": 1.8542038709707924,
+ "conditional_kl": 6.164616929558872,
+ "m30_total": 4.94133112785336
+ },
+ "random": {
+ "mse": {
+ "mean": 1.9998544454574585,
+ "std": 0.05984543636441231,
+ "min": 1.8279703855514526,
+ "true_z": 5.820087909698486,
+ "true_rank_among_random": 0,
+ "count": 1000
+ },
+ "mse_channel_mean": {
+ "mean": 1.9998544454574585,
+ "std": 0.05984543636441231,
+ "min": 1.8279703855514526,
+ "true_z": 5.820087909698486,
+ "true_rank_among_random": 0,
+ "count": 1000
+ },
+ "conditional_kl": {
+ "mean": 6.160747528076172,
+ "std": 0.012881768867373466,
+ "min": 6.126026153564453,
+ "true_z": 13.672131538391113,
+ "true_rank_among_random": 0,
+ "count": 1000
+ },
+ "m30_total": {
+ "mean": 5.231857776641846,
+ "std": 0.12098576128482819,
+ "min": 4.88247013092041,
+ "true_z": 6.048933982849121,
+ "true_rank_among_random": 0,
+ "count": 1000
+ }
+ }
+ },
+ "gate_b_transpositions": {
+ "pairs": 130816,
+ "improving_pairs": 28278,
+ "improving_fraction": 0.2161662181996086,
+ "delta_mean": 0.0019567591873738766,
+ "delta_min": -0.06470630204987719,
+ "identity_is_local_min_mse": false,
+ "worst_improving_swaps": [
+ {
+ "pair": [
+ 205,
+ 379
+ ],
+ "delta_mse": -0.06470630204987719,
+ "text_cosine": 0.9405932934989035,
+ "visual_cosine": 0.014687241765777596
+ },
+ {
+ "pair": [
+ 66,
+ 205
+ ],
+ "delta_mse": -0.06380311620035345,
+ "text_cosine": 0.9205223555377072,
+ "visual_cosine": -0.007733132388556489
+ },
+ {
+ "pair": [
+ 154,
+ 379
+ ],
+ "delta_mse": -0.06182349409992374,
+ "text_cosine": 0.9414433619435776,
+ "visual_cosine": 0.12552948276053955
+ },
+ {
+ "pair": [
+ 46,
+ 379
+ ],
+ "delta_mse": -0.06177283147805319,
+ "text_cosine": 0.9427488462148406,
+ "visual_cosine": 0.06489281786813333
+ },
+ {
+ "pair": [
+ 336,
+ 379
+ ],
+ "delta_mse": -0.06167120887413124,
+ "text_cosine": 0.943367530156104,
+ "visual_cosine": 0.07655640412195952
+ },
+ {
+ "pair": [
+ 183,
+ 379
+ ],
+ "delta_mse": -0.06145587892424647,
+ "text_cosine": 0.9566444897871585,
+ "visual_cosine": 0.13577289226153977
+ },
+ {
+ "pair": [
+ 46,
+ 66
+ ],
+ "delta_mse": -0.05867227346487836,
+ "text_cosine": 0.9239657279178864,
+ "visual_cosine": 0.0324886980169832
+ },
+ {
+ "pair": [
+ 280,
+ 379
+ ],
+ "delta_mse": -0.058060181075123354,
+ "text_cosine": 0.9505445577071259,
+ "visual_cosine": 0.21448360314604037
+ },
+ {
+ "pair": [
+ 241,
+ 379
+ ],
+ "delta_mse": -0.05803008919328146,
+ "text_cosine": 0.9452909962180366,
+ "visual_cosine": 0.12875603740925373
+ },
+ {
+ "pair": [
+ 223,
+ 379
+ ],
+ "delta_mse": -0.05783303858366183,
+ "text_cosine": 0.9389676382085085,
+ "visual_cosine": 0.10803450424988954
+ },
+ {
+ "pair": [
+ 221,
+ 379
+ ],
+ "delta_mse": -0.056933224419541933,
+ "text_cosine": 0.9488295099546681,
+ "visual_cosine": 0.11118152110541739
+ },
+ {
+ "pair": [
+ 379,
+ 425
+ ],
+ "delta_mse": -0.05656871671106512,
+ "text_cosine": 0.9554980502110559,
+ "visual_cosine": 0.21514276432413382
+ },
+ {
+ "pair": [
+ 212,
+ 379
+ ],
+ "delta_mse": -0.05527689001850749,
+ "text_cosine": 0.956155841947316,
+ "visual_cosine": 0.21599569958492532
+ },
+ {
+ "pair": [
+ 115,
+ 379
+ ],
+ "delta_mse": -0.05487197342093929,
+ "text_cosine": 0.9475599001382317,
+ "visual_cosine": 0.15574988298308967
+ },
+ {
+ "pair": [
+ 28,
+ 379
+ ],
+ "delta_mse": -0.05465015440522952,
+ "text_cosine": 0.9413998408735998,
+ "visual_cosine": 0.10501731344941531
+ },
+ {
+ "pair": [
+ 66,
+ 154
+ ],
+ "delta_mse": -0.054176873190848136,
+ "text_cosine": 0.9321338695145743,
+ "visual_cosine": 0.022143230671108707
+ },
+ {
+ "pair": [
+ 66,
+ 223
+ ],
+ "delta_mse": -0.05380270281669261,
+ "text_cosine": 0.9240761281581971,
+ "visual_cosine": 0.05586222586326198
+ },
+ {
+ "pair": [
+ 66,
+ 241
+ ],
+ "delta_mse": -0.05350183739580523,
+ "text_cosine": 0.920607925704046,
+ "visual_cosine": 0.03703040569739222
+ },
+ {
+ "pair": [
+ 153,
+ 379
+ ],
+ "delta_mse": -0.05252812104716774,
+ "text_cosine": 0.9470905062686079,
+ "visual_cosine": 0.21381881477198808
+ },
+ {
+ "pair": [
+ 162,
+ 379
+ ],
+ "delta_mse": -0.05188687825680716,
+ "text_cosine": 0.9454407512436758,
+ "visual_cosine": 0.09433780902667131
+ }
+ ]
+ },
+ "derangement_curve": [
+ {
+ "k": 2,
+ "delta_mean": 0.0019321494037285447,
+ "delta_std": 0.004689590539783239,
+ "improving_fraction": 0.195
+ },
+ {
+ "k": 4,
+ "delta_mean": 0.004396525677293539,
+ "delta_std": 0.008218545466661453,
+ "improving_fraction": 0.18
+ },
+ {
+ "k": 8,
+ "delta_mean": 0.007437502034008503,
+ "delta_std": 0.010923884809017181,
+ "improving_fraction": 0.16
+ },
+ {
+ "k": 16,
+ "delta_mean": 0.015836434438824654,
+ "delta_std": 0.01538482028990984,
+ "improving_fraction": 0.125
+ },
+ {
+ "k": 32,
+ "delta_mean": 0.03078111633658409,
+ "delta_std": 0.023188168182969093,
+ "improving_fraction": 0.045
+ },
+ {
+ "k": 64,
+ "delta_mean": 0.061035942286252975,
+ "delta_std": 0.03195176273584366,
+ "improving_fraction": 0.01
+ },
+ {
+ "k": 128,
+ "delta_mean": 0.1171056255698204,
+ "delta_std": 0.04438166692852974,
+ "improving_fraction": 0.0
+ },
+ {
+ "k": 256,
+ "delta_mean": 0.2154708355665207,
+ "delta_std": 0.05587908998131752,
+ "improving_fraction": 0.0
+ },
+ {
+ "k": 512,
+ "delta_mean": 0.34968018531799316,
+ "delta_std": 0.05444056913256645,
+ "improving_fraction": 0.0
+ }
+ ],
+ "gate_c_descent_from_true": {
+ "start_accuracy": 1.0,
+ "final_accuracy": 0.033203125,
+ "final_objective": 2.44409510285621,
+ "final_energy": {
+ "mse": 0.6381732719644498,
+ "mse_channels": [
+ 0.6381732719644498
+ ],
+ "mse_channel_mean": 0.6381732719644498,
+ "conditional_kl": 5.838742794636552,
+ "m30_total": 2.44409510285621
+ },
+ "accepted_moves": 748,
+ "moved_fraction": 0.966796875,
+ "mse_local_min_certificate": false,
+ "trajectory": [
+ {
+ "step": 0,
+ "objective": 4.369927945846397,
+ "accuracy": 0.99609375
+ },
+ {
+ "step": 50,
+ "objective": 3.1699645346871628,
+ "accuracy": 0.802734375
+ },
+ {
+ "step": 100,
+ "objective": 2.8872163145203498,
+ "accuracy": 0.611328125
+ },
+ {
+ "step": 150,
+ "objective": 2.762076906976623,
+ "accuracy": 0.4609375
+ },
+ {
+ "step": 200,
+ "objective": 2.6859562633549854,
+ "accuracy": 0.376953125
+ },
+ {
+ "step": 250,
+ "objective": 2.6236145622459714,
+ "accuracy": 0.294921875
+ },
+ {
+ "step": 300,
+ "objective": 2.57972754515737,
+ "accuracy": 0.236328125
+ },
+ {
+ "step": 350,
+ "objective": 2.5434692994152774,
+ "accuracy": 0.166015625
+ },
+ {
+ "step": 400,
+ "objective": 2.515499834659864,
+ "accuracy": 0.119140625
+ },
+ {
+ "step": 450,
+ "objective": 2.495801289346254,
+ "accuracy": 0.09375
+ },
+ {
+ "step": 500,
+ "objective": 2.4814460738576205,
+ "accuracy": 0.064453125
+ },
+ {
+ "step": 550,
+ "objective": 2.4718114748304165,
+ "accuracy": 0.0546875
+ },
+ {
+ "step": 600,
+ "objective": 2.462072377322613,
+ "accuracy": 0.048828125
+ },
+ {
+ "step": 650,
+ "objective": 2.4532856167585813,
+ "accuracy": 0.04296875
+ },
+ {
+ "step": 700,
+ "objective": 2.4473830738839606,
+ "accuracy": 0.029296875
+ }
+ ],
+ "final_permutation": [
+ 249,
+ 46,
+ 233,
+ 209,
+ 300,
+ 424,
+ 313,
+ 429,
+ 111,
+ 318,
+ 22,
+ 282,
+ 55,
+ 42,
+ 14,
+ 27,
+ 207,
+ 17,
+ 422,
+ 202,
+ 262,
+ 303,
+ 304,
+ 23,
+ 29,
+ 231,
+ 169,
+ 306,
+ 288,
+ 478,
+ 71,
+ 32,
+ 480,
+ 52,
+ 39,
+ 443,
+ 228,
+ 454,
+ 263,
+ 31,
+ 333,
+ 321,
+ 150,
+ 40,
+ 36,
+ 16,
+ 66,
+ 128,
+ 200,
+ 219,
+ 492,
+ 240,
+ 102,
+ 247,
+ 138,
+ 235,
+ 432,
+ 351,
+ 368,
+ 287,
+ 175,
+ 159,
+ 434,
+ 179,
+ 385,
+ 412,
+ 314,
+ 309,
+ 450,
+ 310,
+ 355,
+ 156,
+ 185,
+ 163,
+ 440,
+ 264,
+ 485,
+ 272,
+ 302,
+ 193,
+ 80,
+ 506,
+ 442,
+ 142,
+ 469,
+ 245,
+ 56,
+ 199,
+ 45,
+ 124,
+ 204,
+ 292,
+ 261,
+ 494,
+ 381,
+ 76,
+ 96,
+ 181,
+ 389,
+ 250,
+ 462,
+ 226,
+ 97,
+ 477,
+ 356,
+ 151,
+ 137,
+ 107,
+ 448,
+ 153,
+ 374,
+ 186,
+ 253,
+ 7,
+ 365,
+ 15,
+ 339,
+ 132,
+ 161,
+ 57,
+ 289,
+ 87,
+ 122,
+ 444,
+ 234,
+ 414,
+ 446,
+ 182,
+ 218,
+ 93,
+ 455,
+ 417,
+ 420,
+ 296,
+ 315,
+ 347,
+ 180,
+ 394,
+ 140,
+ 12,
+ 205,
+ 468,
+ 305,
+ 246,
+ 223,
+ 255,
+ 244,
+ 489,
+ 1,
+ 453,
+ 217,
+ 401,
+ 211,
+ 327,
+ 379,
+ 409,
+ 491,
+ 129,
+ 106,
+ 268,
+ 61,
+ 256,
+ 236,
+ 362,
+ 345,
+ 403,
+ 358,
+ 461,
+ 90,
+ 501,
+ 364,
+ 68,
+ 298,
+ 439,
+ 173,
+ 479,
+ 416,
+ 308,
+ 411,
+ 241,
+ 118,
+ 484,
+ 230,
+ 297,
+ 280,
+ 431,
+ 94,
+ 72,
+ 387,
+ 239,
+ 312,
+ 481,
+ 131,
+ 43,
+ 285,
+ 380,
+ 286,
+ 162,
+ 294,
+ 112,
+ 201,
+ 421,
+ 172,
+ 123,
+ 210,
+ 507,
+ 177,
+ 99,
+ 117,
+ 357,
+ 397,
+ 38,
+ 319,
+ 109,
+ 147,
+ 101,
+ 238,
+ 447,
+ 213,
+ 405,
+ 437,
+ 360,
+ 376,
+ 342,
+ 63,
+ 470,
+ 145,
+ 467,
+ 74,
+ 168,
+ 3,
+ 203,
+ 65,
+ 125,
+ 354,
+ 49,
+ 126,
+ 348,
+ 438,
+ 279,
+ 410,
+ 330,
+ 277,
+ 299,
+ 81,
+ 324,
+ 48,
+ 373,
+ 445,
+ 472,
+ 75,
+ 499,
+ 252,
+ 197,
+ 340,
+ 451,
+ 383,
+ 113,
+ 260,
+ 58,
+ 41,
+ 413,
+ 307,
+ 10,
+ 464,
+ 503,
+ 473,
+ 334,
+ 367,
+ 143,
+ 407,
+ 353,
+ 212,
+ 498,
+ 167,
+ 149,
+ 488,
+ 301,
+ 82,
+ 316,
+ 457,
+ 281,
+ 344,
+ 248,
+ 121,
+ 115,
+ 196,
+ 133,
+ 190,
+ 270,
+ 343,
+ 8,
+ 13,
+ 157,
+ 105,
+ 336,
+ 98,
+ 426,
+ 393,
+ 9,
+ 4,
+ 291,
+ 456,
+ 490,
+ 259,
+ 108,
+ 26,
+ 258,
+ 496,
+ 283,
+ 390,
+ 482,
+ 332,
+ 400,
+ 44,
+ 341,
+ 363,
+ 37,
+ 338,
+ 399,
+ 487,
+ 146,
+ 328,
+ 350,
+ 227,
+ 370,
+ 67,
+ 320,
+ 329,
+ 85,
+ 396,
+ 378,
+ 293,
+ 418,
+ 214,
+ 419,
+ 152,
+ 459,
+ 222,
+ 78,
+ 408,
+ 195,
+ 136,
+ 91,
+ 120,
+ 266,
+ 295,
+ 119,
+ 510,
+ 290,
+ 187,
+ 369,
+ 349,
+ 30,
+ 194,
+ 51,
+ 35,
+ 184,
+ 104,
+ 77,
+ 441,
+ 322,
+ 386,
+ 34,
+ 504,
+ 164,
+ 254,
+ 189,
+ 242,
+ 19,
+ 158,
+ 251,
+ 372,
+ 183,
+ 69,
+ 28,
+ 359,
+ 377,
+ 174,
+ 460,
+ 155,
+ 430,
+ 493,
+ 188,
+ 323,
+ 271,
+ 18,
+ 335,
+ 388,
+ 404,
+ 366,
+ 391,
+ 103,
+ 130,
+ 84,
+ 395,
+ 371,
+ 415,
+ 92,
+ 11,
+ 83,
+ 317,
+ 47,
+ 269,
+ 220,
+ 392,
+ 33,
+ 208,
+ 62,
+ 0,
+ 425,
+ 509,
+ 154,
+ 406,
+ 433,
+ 178,
+ 73,
+ 192,
+ 232,
+ 139,
+ 224,
+ 284,
+ 216,
+ 474,
+ 398,
+ 170,
+ 311,
+ 5,
+ 428,
+ 267,
+ 89,
+ 6,
+ 352,
+ 86,
+ 276,
+ 325,
+ 100,
+ 225,
+ 511,
+ 449,
+ 54,
+ 141,
+ 274,
+ 427,
+ 166,
+ 257,
+ 176,
+ 135,
+ 435,
+ 497,
+ 375,
+ 24,
+ 331,
+ 114,
+ 95,
+ 361,
+ 64,
+ 50,
+ 458,
+ 278,
+ 229,
+ 79,
+ 215,
+ 2,
+ 237,
+ 144,
+ 382,
+ 466,
+ 486,
+ 110,
+ 206,
+ 116,
+ 505,
+ 53,
+ 337,
+ 70,
+ 127,
+ 384,
+ 21,
+ 465,
+ 452,
+ 59,
+ 160,
+ 60,
+ 423,
+ 273,
+ 148,
+ 20,
+ 475,
+ 346,
+ 198,
+ 165,
+ 402,
+ 326,
+ 243,
+ 191,
+ 476,
+ 221,
+ 436,
+ 171,
+ 265,
+ 502,
+ 134,
+ 500,
+ 483,
+ 463,
+ 25,
+ 495,
+ 508,
+ 88,
+ 471,
+ 275
+ ]
+ },
+ "gate_c_descent_from_random": [
+ {
+ "start_accuracy": 0.001953125,
+ "final_accuracy": 0.001953125,
+ "final_objective": 2.3479748516707404,
+ "final_energy": {
+ "mse": 0.5904302149564162,
+ "mse_channels": [
+ 0.5904302149564162
+ ],
+ "mse_channel_mean": 0.5904302149564162,
+ "conditional_kl": 5.835572108789539,
+ "m30_total": 2.3479748516707404
+ },
+ "accepted_moves": 810,
+ "moved_fraction": 0.9921875,
+ "mse_local_min_certificate": false,
+ "trajectory": [
+ {
+ "step": 0,
+ "objective": 5.14488708567028,
+ "accuracy": 0.001953125
+ },
+ {
+ "step": 50,
+ "objective": 3.553393027797632,
+ "accuracy": 0.001953125
+ },
+ {
+ "step": 100,
+ "objective": 3.116621588543678,
+ "accuracy": 0.001953125
+ },
+ {
+ "step": 150,
+ "objective": 2.880577415129924,
+ "accuracy": 0.001953125
+ },
+ {
+ "step": 200,
+ "objective": 2.7160473643810423,
+ "accuracy": 0.001953125
+ },
+ {
+ "step": 250,
+ "objective": 2.60750162297464,
+ "accuracy": 0.001953125
+ },
+ {
+ "step": 300,
+ "objective": 2.53645562583565,
+ "accuracy": 0.001953125
+ },
+ {
+ "step": 350,
+ "objective": 2.486366099883642,
+ "accuracy": 0.001953125
+ },
+ {
+ "step": 400,
+ "objective": 2.449537778892605,
+ "accuracy": 0.001953125
+ },
+ {
+ "step": 450,
+ "objective": 2.4226684250942085,
+ "accuracy": 0.0
+ },
+ {
+ "step": 500,
+ "objective": 2.401752395801379,
+ "accuracy": 0.0
+ },
+ {
+ "step": 550,
+ "objective": 2.384395702091102,
+ "accuracy": 0.0
+ },
+ {
+ "step": 600,
+ "objective": 2.3724916253011115,
+ "accuracy": 0.0
+ },
+ {
+ "step": 650,
+ "objective": 2.362153197846242,
+ "accuracy": 0.001953125
+ },
+ {
+ "step": 700,
+ "objective": 2.3554742037721557,
+ "accuracy": 0.001953125
+ },
+ {
+ "step": 750,
+ "objective": 2.351592774443901,
+ "accuracy": 0.001953125
+ },
+ {
+ "step": 800,
+ "objective": 2.348086888531469,
+ "accuracy": 0.001953125
+ }
+ ]
+ },
+ {
+ "start_accuracy": 0.0,
+ "final_accuracy": 0.005859375,
+ "final_objective": 2.3746819125340863,
+ "final_energy": {
+ "mse": 0.6044047390975571,
+ "mse_channels": [
+ 0.6044047390975571
+ ],
+ "mse_channel_mean": 0.6044047390975571,
+ "conditional_kl": 5.829362171694861,
+ "m30_total": 2.3746819125340863
+ },
+ "accepted_moves": 759,
+ "moved_fraction": 0.990234375,
+ "mse_local_min_certificate": false,
+ "trajectory": [
+ {
+ "step": 0,
+ "objective": 5.051127873390432,
+ "accuracy": 0.0
+ },
+ {
+ "step": 50,
+ "objective": 3.539315315998911,
+ "accuracy": 0.0
+ },
+ {
+ "step": 100,
+ "objective": 3.1149268659600717,
+ "accuracy": 0.001953125
+ },
+ {
+ "step": 150,
+ "objective": 2.8914776731537,
+ "accuracy": 0.001953125
+ },
+ {
+ "step": 200,
+ "objective": 2.738158488888165,
+ "accuracy": 0.001953125
+ },
+ {
+ "step": 250,
+ "objective": 2.642374740652749,
+ "accuracy": 0.005859375
+ },
+ {
+ "step": 300,
+ "objective": 2.5722662348244705,
+ "accuracy": 0.005859375
+ },
+ {
+ "step": 350,
+ "objective": 2.5139342365666906,
+ "accuracy": 0.00390625
+ },
+ {
+ "step": 400,
+ "objective": 2.47262065414534,
+ "accuracy": 0.00390625
+ },
+ {
+ "step": 450,
+ "objective": 2.4430651620532586,
+ "accuracy": 0.00390625
+ },
+ {
+ "step": 500,
+ "objective": 2.4208576671129585,
+ "accuracy": 0.00390625
+ },
+ {
+ "step": 550,
+ "objective": 2.4044564189635125,
+ "accuracy": 0.00390625
+ },
+ {
+ "step": 600,
+ "objective": 2.392696456280015,
+ "accuracy": 0.00390625
+ },
+ {
+ "step": 650,
+ "objective": 2.3842900798271276,
+ "accuracy": 0.005859375
+ },
+ {
+ "step": 700,
+ "objective": 2.3790345365721377,
+ "accuracy": 0.005859375
+ },
+ {
+ "step": 750,
+ "objective": 2.3750385127977625,
+ "accuracy": 0.005859375
+ }
+ ]
+ }
+ ],
+ "verdict": {
+ "true_m30_total": 4.5000226852696406,
+ "identity_is_local_min_mse": false,
+ "descent_from_true_stays": 0.033203125,
+ "on_manifold_counterfeit_found": true,
+ "best_random_descent_m30_total": 2.3479748516707404
+ }
+} \ No newline at end of file