summaryrefslogtreecommitdiff
path: root/artifacts/manifold_gate/vg512_visible_relations_seed0_scalar.json
diff options
context:
space:
mode:
Diffstat (limited to 'artifacts/manifold_gate/vg512_visible_relations_seed0_scalar.json')
-rw-r--r--artifacts/manifold_gate/vg512_visible_relations_seed0_scalar.json1145
1 files changed, 1145 insertions, 0 deletions
diff --git a/artifacts/manifold_gate/vg512_visible_relations_seed0_scalar.json b/artifacts/manifold_gate/vg512_visible_relations_seed0_scalar.json
new file mode 100644
index 0000000..3b62d37
--- /dev/null
+++ b/artifacts/manifold_gate/vg512_visible_relations_seed0_scalar.json
@@ -0,0 +1,1145 @@
+{
+ "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": "visible_relations",
+ "samples": 512,
+ "subset_seed": 0,
+ "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_tiers/text_features_visible_relations.pt",
+ "vg_ground_truth": "artifacts/vg_5k/ground_truth.private.jsonl",
+ "vg_bundle_channels": false,
+ "split": "test",
+ "samples": 512,
+ "subset_seed": 0,
+ "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_visible_relations_seed0_scalar.json",
+ "trajectory_output": null
+ },
+ "channel_names": [
+ "mean"
+ ],
+ "gate_a_global_ranking": {
+ "true": {
+ "mse": 1.4717835012445672,
+ "mse_channels": [
+ 1.4717835012445672
+ ],
+ "mse_channel_mean": 1.4717835012445672,
+ "conditional_kl": 5.968007727757813,
+ "m30_total": 4.137168548040697
+ },
+ "similarity_shift": {
+ "mse": 1.7293597443292565,
+ "mse_channels": [
+ 1.7293597443292565
+ ],
+ "mse_channel_mean": 1.7293597443292565,
+ "conditional_kl": 6.148225399493324,
+ "m30_total": 4.688364568557178
+ },
+ "random": {
+ "mse": {
+ "mean": 2.0038411617279053,
+ "std": 0.05808873474597931,
+ "min": 1.7806980609893799,
+ "true_z": 9.159394264221191,
+ "true_rank_among_random": 0,
+ "count": 1000
+ },
+ "mse_channel_mean": {
+ "mean": 2.0038411617279053,
+ "std": 0.05808873474597931,
+ "min": 1.7806980609893799,
+ "true_z": 9.159394264221191,
+ "true_rank_among_random": 0,
+ "count": 1000
+ },
+ "conditional_kl": {
+ "mean": 6.156534194946289,
+ "std": 0.00829392485320568,
+ "min": 6.131365776062012,
+ "true_z": 22.730690002441406,
+ "true_rank_among_random": 0,
+ "count": 1000
+ },
+ "m30_total": {
+ "mean": 5.238989353179932,
+ "std": 0.11693011969327927,
+ "min": 4.790948390960693,
+ "true_z": 9.422901153564453,
+ "true_rank_among_random": 0,
+ "count": 1000
+ }
+ }
+ },
+ "gate_b_transpositions": {
+ "pairs": 130816,
+ "improving_pairs": 23412,
+ "improving_fraction": 0.17896893346379647,
+ "delta_mean": 0.002980705542127867,
+ "delta_min": -0.05056307950251094,
+ "identity_is_local_min_mse": false,
+ "worst_improving_swaps": [
+ {
+ "pair": [
+ 150,
+ 433
+ ],
+ "delta_mse": -0.05056307950251094,
+ "text_cosine": 0.9454795294170473,
+ "visual_cosine": 0.015450217703071843
+ },
+ {
+ "pair": [
+ 119,
+ 433
+ ],
+ "delta_mse": -0.05054901771345786,
+ "text_cosine": 0.9528133656622267,
+ "visual_cosine": 0.06594341264786825
+ },
+ {
+ "pair": [
+ 102,
+ 433
+ ],
+ "delta_mse": -0.05053417681193542,
+ "text_cosine": 0.9642451117370466,
+ "visual_cosine": 0.06057722018289307
+ },
+ {
+ "pair": [
+ 332,
+ 433
+ ],
+ "delta_mse": -0.04561659689666343,
+ "text_cosine": 0.9704587447488836,
+ "visual_cosine": 0.254645657215378
+ },
+ {
+ "pair": [
+ 163,
+ 433
+ ],
+ "delta_mse": -0.04471826068142126,
+ "text_cosine": 0.9661196382265661,
+ "visual_cosine": 0.08575847621183837
+ },
+ {
+ "pair": [
+ 245,
+ 433
+ ],
+ "delta_mse": -0.04402158801547627,
+ "text_cosine": 0.963429125301189,
+ "visual_cosine": 0.32392893843045517
+ },
+ {
+ "pair": [
+ 50,
+ 433
+ ],
+ "delta_mse": -0.043589376231549244,
+ "text_cosine": 0.9688035100438744,
+ "visual_cosine": 0.21323794017292516
+ },
+ {
+ "pair": [
+ 392,
+ 433
+ ],
+ "delta_mse": -0.04191438919387446,
+ "text_cosine": 0.9603847980862464,
+ "visual_cosine": 0.18498394025619516
+ },
+ {
+ "pair": [
+ 225,
+ 433
+ ],
+ "delta_mse": -0.040448057381542744,
+ "text_cosine": 0.9603364203411391,
+ "visual_cosine": 0.14080634948066656
+ },
+ {
+ "pair": [
+ 187,
+ 433
+ ],
+ "delta_mse": -0.04036040340949781,
+ "text_cosine": 0.9565432095417611,
+ "visual_cosine": 0.16897480318538813
+ },
+ {
+ "pair": [
+ 412,
+ 433
+ ],
+ "delta_mse": -0.03945616752740333,
+ "text_cosine": 0.9533033730298265,
+ "visual_cosine": 0.3143936606273374
+ },
+ {
+ "pair": [
+ 212,
+ 433
+ ],
+ "delta_mse": -0.039123560794400596,
+ "text_cosine": 0.9608494764367717,
+ "visual_cosine": 0.2842317288233234
+ },
+ {
+ "pair": [
+ 433,
+ 498
+ ],
+ "delta_mse": -0.0378671378247089,
+ "text_cosine": 0.9687232009357419,
+ "visual_cosine": 0.13798397785505803
+ },
+ {
+ "pair": [
+ 433,
+ 470
+ ],
+ "delta_mse": -0.03750848088934985,
+ "text_cosine": 0.9597514644692255,
+ "visual_cosine": 0.3018466738128574
+ },
+ {
+ "pair": [
+ 180,
+ 433
+ ],
+ "delta_mse": -0.03716789084723679,
+ "text_cosine": 0.9476805683213432,
+ "visual_cosine": 0.16397094048305214
+ },
+ {
+ "pair": [
+ 31,
+ 433
+ ],
+ "delta_mse": -0.036332523870666836,
+ "text_cosine": 0.957539011939088,
+ "visual_cosine": 0.1068629875582747
+ },
+ {
+ "pair": [
+ 140,
+ 433
+ ],
+ "delta_mse": -0.035355310900221947,
+ "text_cosine": 0.9596050421692573,
+ "visual_cosine": 0.2023845699084794
+ },
+ {
+ "pair": [
+ 8,
+ 433
+ ],
+ "delta_mse": -0.0351586264958246,
+ "text_cosine": 0.9654667157558119,
+ "visual_cosine": 0.38412422696105014
+ },
+ {
+ "pair": [
+ 410,
+ 433
+ ],
+ "delta_mse": -0.034387601126457445,
+ "text_cosine": 0.9612785394198398,
+ "visual_cosine": 0.09670278236856066
+ },
+ {
+ "pair": [
+ 376,
+ 433
+ ],
+ "delta_mse": -0.03414024524304242,
+ "text_cosine": 0.9688445602822803,
+ "visual_cosine": 0.2420523404604336
+ }
+ ]
+ },
+ "derangement_curve": [
+ {
+ "k": 2,
+ "delta_mean": 0.0025993201415985823,
+ "delta_std": 0.0046549285762012005,
+ "improving_fraction": 0.145
+ },
+ {
+ "k": 4,
+ "delta_mean": 0.00649539427831769,
+ "delta_std": 0.008177580311894417,
+ "improving_fraction": 0.16
+ },
+ {
+ "k": 8,
+ "delta_mean": 0.011319151148200035,
+ "delta_std": 0.011565388180315495,
+ "improving_fraction": 0.11
+ },
+ {
+ "k": 16,
+ "delta_mean": 0.02397003583610058,
+ "delta_std": 0.015329316258430481,
+ "improving_fraction": 0.02
+ },
+ {
+ "k": 32,
+ "delta_mean": 0.045578815042972565,
+ "delta_std": 0.02171756885945797,
+ "improving_fraction": 0.0
+ },
+ {
+ "k": 64,
+ "delta_mean": 0.0897127240896225,
+ "delta_std": 0.028539210557937622,
+ "improving_fraction": 0.0
+ },
+ {
+ "k": 128,
+ "delta_mean": 0.1738407015800476,
+ "delta_std": 0.03862808644771576,
+ "improving_fraction": 0.0
+ },
+ {
+ "k": 256,
+ "delta_mean": 0.32519611716270447,
+ "delta_std": 0.05331876128911972,
+ "improving_fraction": 0.0
+ },
+ {
+ "k": 512,
+ "delta_mean": 0.5326806902885437,
+ "delta_std": 0.05615127086639404,
+ "improving_fraction": 0.0
+ }
+ ],
+ "gate_c_descent_from_true": {
+ "start_accuracy": 1.0,
+ "final_accuracy": 0.037109375,
+ "final_objective": 2.2841391441805214,
+ "final_energy": {
+ "mse": 0.5519732376658675,
+ "mse_channels": [
+ 0.5519732376658675
+ ],
+ "mse_channel_mean": 0.5519732376658675,
+ "conditional_kl": 5.900963344243933,
+ "m30_total": 2.2841391441805214
+ },
+ "accepted_moves": 673,
+ "moved_fraction": 0.962890625,
+ "mse_local_min_certificate": false,
+ "trajectory": [
+ {
+ "step": 0,
+ "objective": 4.036089902485733,
+ "accuracy": 0.99609375
+ },
+ {
+ "step": 50,
+ "objective": 3.0040949706432825,
+ "accuracy": 0.80078125
+ },
+ {
+ "step": 100,
+ "objective": 2.7449894619442476,
+ "accuracy": 0.611328125
+ },
+ {
+ "step": 150,
+ "objective": 2.5969882990102438,
+ "accuracy": 0.45703125
+ },
+ {
+ "step": 200,
+ "objective": 2.5035933177908194,
+ "accuracy": 0.341796875
+ },
+ {
+ "step": 250,
+ "objective": 2.4428887614170582,
+ "accuracy": 0.27734375
+ },
+ {
+ "step": 300,
+ "objective": 2.4021188415619057,
+ "accuracy": 0.21875
+ },
+ {
+ "step": 350,
+ "objective": 2.3705488268511172,
+ "accuracy": 0.169921875
+ },
+ {
+ "step": 400,
+ "objective": 2.345823514121186,
+ "accuracy": 0.138671875
+ },
+ {
+ "step": 450,
+ "objective": 2.326289215336553,
+ "accuracy": 0.11328125
+ },
+ {
+ "step": 500,
+ "objective": 2.3111323904000294,
+ "accuracy": 0.08203125
+ },
+ {
+ "step": 550,
+ "objective": 2.2993051420283113,
+ "accuracy": 0.064453125
+ },
+ {
+ "step": 600,
+ "objective": 2.291767646258156,
+ "accuracy": 0.046875
+ },
+ {
+ "step": 650,
+ "objective": 2.2867593184699704,
+ "accuracy": 0.041015625
+ }
+ ],
+ "final_permutation": [
+ 37,
+ 387,
+ 278,
+ 200,
+ 232,
+ 179,
+ 425,
+ 7,
+ 157,
+ 274,
+ 83,
+ 209,
+ 447,
+ 362,
+ 18,
+ 128,
+ 418,
+ 131,
+ 415,
+ 156,
+ 52,
+ 80,
+ 71,
+ 509,
+ 11,
+ 63,
+ 350,
+ 420,
+ 323,
+ 451,
+ 30,
+ 433,
+ 269,
+ 346,
+ 188,
+ 267,
+ 494,
+ 444,
+ 134,
+ 108,
+ 40,
+ 508,
+ 193,
+ 390,
+ 44,
+ 320,
+ 271,
+ 176,
+ 328,
+ 58,
+ 480,
+ 221,
+ 207,
+ 261,
+ 474,
+ 332,
+ 5,
+ 330,
+ 219,
+ 338,
+ 138,
+ 284,
+ 381,
+ 498,
+ 382,
+ 427,
+ 307,
+ 231,
+ 23,
+ 137,
+ 234,
+ 8,
+ 456,
+ 265,
+ 436,
+ 500,
+ 310,
+ 303,
+ 315,
+ 298,
+ 345,
+ 393,
+ 492,
+ 15,
+ 70,
+ 252,
+ 172,
+ 247,
+ 254,
+ 289,
+ 211,
+ 260,
+ 123,
+ 184,
+ 46,
+ 402,
+ 119,
+ 168,
+ 454,
+ 225,
+ 410,
+ 503,
+ 53,
+ 292,
+ 49,
+ 348,
+ 48,
+ 107,
+ 178,
+ 14,
+ 136,
+ 275,
+ 302,
+ 371,
+ 92,
+ 380,
+ 311,
+ 117,
+ 112,
+ 133,
+ 1,
+ 372,
+ 60,
+ 146,
+ 431,
+ 141,
+ 326,
+ 462,
+ 214,
+ 76,
+ 78,
+ 227,
+ 162,
+ 201,
+ 411,
+ 159,
+ 455,
+ 174,
+ 266,
+ 339,
+ 139,
+ 313,
+ 383,
+ 115,
+ 55,
+ 417,
+ 322,
+ 461,
+ 32,
+ 259,
+ 121,
+ 334,
+ 106,
+ 212,
+ 99,
+ 103,
+ 438,
+ 489,
+ 0,
+ 327,
+ 458,
+ 161,
+ 349,
+ 67,
+ 319,
+ 111,
+ 177,
+ 440,
+ 171,
+ 33,
+ 77,
+ 182,
+ 360,
+ 386,
+ 392,
+ 142,
+ 19,
+ 169,
+ 329,
+ 90,
+ 460,
+ 89,
+ 305,
+ 38,
+ 93,
+ 452,
+ 122,
+ 373,
+ 394,
+ 88,
+ 487,
+ 25,
+ 308,
+ 268,
+ 194,
+ 129,
+ 132,
+ 406,
+ 510,
+ 86,
+ 95,
+ 358,
+ 486,
+ 28,
+ 496,
+ 65,
+ 409,
+ 446,
+ 218,
+ 283,
+ 469,
+ 180,
+ 75,
+ 466,
+ 51,
+ 317,
+ 321,
+ 287,
+ 256,
+ 12,
+ 370,
+ 43,
+ 257,
+ 239,
+ 314,
+ 238,
+ 281,
+ 437,
+ 164,
+ 388,
+ 365,
+ 471,
+ 423,
+ 477,
+ 270,
+ 3,
+ 312,
+ 105,
+ 378,
+ 243,
+ 355,
+ 158,
+ 96,
+ 192,
+ 143,
+ 223,
+ 235,
+ 73,
+ 430,
+ 288,
+ 342,
+ 419,
+ 41,
+ 22,
+ 343,
+ 155,
+ 499,
+ 220,
+ 187,
+ 258,
+ 363,
+ 69,
+ 185,
+ 130,
+ 244,
+ 216,
+ 391,
+ 102,
+ 203,
+ 150,
+ 21,
+ 264,
+ 470,
+ 2,
+ 351,
+ 464,
+ 376,
+ 429,
+ 435,
+ 175,
+ 17,
+ 357,
+ 50,
+ 421,
+ 97,
+ 408,
+ 35,
+ 9,
+ 341,
+ 10,
+ 389,
+ 291,
+ 56,
+ 479,
+ 309,
+ 295,
+ 81,
+ 505,
+ 79,
+ 208,
+ 304,
+ 98,
+ 400,
+ 293,
+ 273,
+ 213,
+ 91,
+ 276,
+ 186,
+ 467,
+ 463,
+ 149,
+ 445,
+ 154,
+ 369,
+ 6,
+ 422,
+ 395,
+ 318,
+ 403,
+ 506,
+ 279,
+ 377,
+ 127,
+ 296,
+ 290,
+ 147,
+ 181,
+ 251,
+ 413,
+ 228,
+ 148,
+ 24,
+ 253,
+ 374,
+ 263,
+ 453,
+ 385,
+ 493,
+ 233,
+ 473,
+ 4,
+ 240,
+ 344,
+ 475,
+ 84,
+ 352,
+ 347,
+ 237,
+ 224,
+ 331,
+ 476,
+ 439,
+ 222,
+ 204,
+ 282,
+ 490,
+ 324,
+ 94,
+ 66,
+ 414,
+ 280,
+ 379,
+ 262,
+ 459,
+ 356,
+ 62,
+ 250,
+ 173,
+ 47,
+ 191,
+ 118,
+ 249,
+ 135,
+ 457,
+ 424,
+ 285,
+ 366,
+ 472,
+ 325,
+ 337,
+ 54,
+ 299,
+ 167,
+ 384,
+ 104,
+ 368,
+ 300,
+ 202,
+ 34,
+ 36,
+ 246,
+ 511,
+ 294,
+ 197,
+ 16,
+ 397,
+ 333,
+ 478,
+ 116,
+ 286,
+ 126,
+ 189,
+ 501,
+ 85,
+ 248,
+ 375,
+ 407,
+ 483,
+ 206,
+ 57,
+ 405,
+ 100,
+ 64,
+ 45,
+ 151,
+ 359,
+ 145,
+ 109,
+ 255,
+ 404,
+ 242,
+ 399,
+ 491,
+ 74,
+ 432,
+ 495,
+ 163,
+ 82,
+ 449,
+ 217,
+ 210,
+ 443,
+ 412,
+ 434,
+ 468,
+ 497,
+ 401,
+ 198,
+ 215,
+ 297,
+ 364,
+ 125,
+ 68,
+ 124,
+ 488,
+ 354,
+ 13,
+ 448,
+ 229,
+ 426,
+ 465,
+ 31,
+ 335,
+ 190,
+ 416,
+ 507,
+ 442,
+ 26,
+ 502,
+ 428,
+ 152,
+ 441,
+ 241,
+ 316,
+ 29,
+ 114,
+ 101,
+ 195,
+ 87,
+ 361,
+ 120,
+ 166,
+ 165,
+ 336,
+ 450,
+ 110,
+ 140,
+ 59,
+ 272,
+ 113,
+ 481,
+ 306,
+ 199,
+ 484,
+ 61,
+ 72,
+ 153,
+ 170,
+ 277,
+ 230,
+ 398,
+ 482,
+ 27,
+ 205,
+ 485,
+ 196,
+ 340,
+ 353,
+ 367,
+ 226,
+ 20,
+ 301,
+ 42,
+ 504,
+ 39,
+ 396,
+ 183,
+ 236,
+ 144,
+ 160,
+ 245
+ ]
+ },
+ "gate_c_descent_from_random": [
+ {
+ "start_accuracy": 0.001953125,
+ "final_accuracy": 0.001953125,
+ "final_objective": 2.2986974676937493,
+ "final_energy": {
+ "mse": 0.5572359088601652,
+ "mse_channels": [
+ 0.5572359088601652
+ ],
+ "mse_channel_mean": 0.5572359088601652,
+ "conditional_kl": 5.921128249867095,
+ "m30_total": 2.2986974676937493
+ },
+ "accepted_moves": 786,
+ "moved_fraction": 0.994140625,
+ "mse_local_min_certificate": false,
+ "trajectory": [
+ {
+ "step": 0,
+ "objective": 5.197856043548812,
+ "accuracy": 0.001953125
+ },
+ {
+ "step": 50,
+ "objective": 3.6246038212854557,
+ "accuracy": 0.001953125
+ },
+ {
+ "step": 100,
+ "objective": 3.164414241397255,
+ "accuracy": 0.001953125
+ },
+ {
+ "step": 150,
+ "objective": 2.939607618548007,
+ "accuracy": 0.001953125
+ },
+ {
+ "step": 200,
+ "objective": 2.7447945813014134,
+ "accuracy": 0.0
+ },
+ {
+ "step": 250,
+ "objective": 2.628339595128332,
+ "accuracy": 0.0
+ },
+ {
+ "step": 300,
+ "objective": 2.547931396314548,
+ "accuracy": 0.0
+ },
+ {
+ "step": 350,
+ "objective": 2.484709691369049,
+ "accuracy": 0.0
+ },
+ {
+ "step": 400,
+ "objective": 2.433397659353605,
+ "accuracy": 0.0
+ },
+ {
+ "step": 450,
+ "objective": 2.394079749167995,
+ "accuracy": 0.0
+ },
+ {
+ "step": 500,
+ "objective": 2.363902156389477,
+ "accuracy": 0.0
+ },
+ {
+ "step": 550,
+ "objective": 2.3413969947514417,
+ "accuracy": 0.001953125
+ },
+ {
+ "step": 600,
+ "objective": 2.3259410995794925,
+ "accuracy": 0.001953125
+ },
+ {
+ "step": 650,
+ "objective": 2.3160112487522206,
+ "accuracy": 0.001953125
+ },
+ {
+ "step": 700,
+ "objective": 2.308551453476427,
+ "accuracy": 0.0
+ },
+ {
+ "step": 750,
+ "objective": 2.3029278444732855,
+ "accuracy": 0.001953125
+ }
+ ]
+ },
+ {
+ "start_accuracy": 0.0,
+ "final_accuracy": 0.009765625,
+ "final_objective": 2.265278257348334,
+ "final_energy": {
+ "mse": 0.541804771765918,
+ "mse_channels": [
+ 0.541804771765918
+ ],
+ "mse_channel_mean": 0.541804771765918,
+ "conditional_kl": 5.908343569082491,
+ "m30_total": 2.265278257348334
+ },
+ "accepted_moves": 779,
+ "moved_fraction": 0.994140625,
+ "mse_local_min_certificate": false,
+ "trajectory": [
+ {
+ "step": 0,
+ "objective": 4.971222264891033,
+ "accuracy": 0.0
+ },
+ {
+ "step": 50,
+ "objective": 3.5705983585083563,
+ "accuracy": 0.0
+ },
+ {
+ "step": 100,
+ "objective": 3.126768088621347,
+ "accuracy": 0.0
+ },
+ {
+ "step": 150,
+ "objective": 2.8637858869772934,
+ "accuracy": 0.0
+ },
+ {
+ "step": 200,
+ "objective": 2.680101845021605,
+ "accuracy": 0.0
+ },
+ {
+ "step": 250,
+ "objective": 2.564101870929306,
+ "accuracy": 0.0
+ },
+ {
+ "step": 300,
+ "objective": 2.484654824680079,
+ "accuracy": 0.0
+ },
+ {
+ "step": 350,
+ "objective": 2.426162852488167,
+ "accuracy": 0.00390625
+ },
+ {
+ "step": 400,
+ "objective": 2.3796121472377463,
+ "accuracy": 0.00390625
+ },
+ {
+ "step": 450,
+ "objective": 2.3465863436089927,
+ "accuracy": 0.00390625
+ },
+ {
+ "step": 500,
+ "objective": 2.3204555586291113,
+ "accuracy": 0.005859375
+ },
+ {
+ "step": 550,
+ "objective": 2.301818044364172,
+ "accuracy": 0.005859375
+ },
+ {
+ "step": 600,
+ "objective": 2.289287216093343,
+ "accuracy": 0.0078125
+ },
+ {
+ "step": 650,
+ "objective": 2.2794507296197324,
+ "accuracy": 0.0078125
+ },
+ {
+ "step": 700,
+ "objective": 2.2726524575546176,
+ "accuracy": 0.009765625
+ },
+ {
+ "step": 750,
+ "objective": 2.267518096700906,
+ "accuracy": 0.009765625
+ }
+ ]
+ }
+ ],
+ "verdict": {
+ "true_m30_total": 4.137168548040697,
+ "identity_is_local_min_mse": false,
+ "descent_from_true_stays": 0.037109375,
+ "on_manifold_counterfeit_found": true,
+ "best_random_descent_m30_total": 2.265278257348334
+ }
+} \ No newline at end of file