diff options
Diffstat (limited to 'artifacts/manifold_gate/flickr_test512_orbit.json')
| -rw-r--r-- | artifacts/manifold_gate/flickr_test512_orbit.json | 1837 |
1 files changed, 1837 insertions, 0 deletions
diff --git a/artifacts/manifold_gate/flickr_test512_orbit.json b/artifacts/manifold_gate/flickr_test512_orbit.json new file mode 100644 index 0000000..9d0fb9b --- /dev/null +++ b/artifacts/manifold_gate/flickr_test512_orbit.json @@ -0,0 +1,1837 @@ +{ + "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": "flickr30k", + "split": "test", + "samples": 512, + "text_mode": "orbit_mean", + "rows": [ + 25, + 34, + 51, + 89, + 97, + 124, + 133, + 134, + 137, + 199, + 219, + 222, + 228, + 246, + 259, + 279, + 304, + 318, + 340, + 395, + 434, + 472, + 487, + 520, + 539, + 565, + 615, + 654, + 661, + 670, + 734, + 748, + 754, + 760, + 828, + 856, + 887, + 906, + 917, + 972, + 973, + 1023, + 1030, + 1044, + 1072, + 1117, + 1196, + 1202, + 1206, + 1284, + 1305, + 1306, + 1310, + 1343, + 1358, + 1390, + 1401, + 1417, + 1480, + 1576, + 1594, + 1610, + 1646, + 1723, + 1771, + 1821, + 1833, + 1895, + 1981, + 1983, + 1984, + 1987, + 2044, + 2054, + 2103, + 2112, + 2113, + 2124, + 2130, + 2131, + 2139, + 2161, + 2180, + 2197, + 2260, + 2265, + 2319, + 2330, + 2410, + 2412, + 2429, + 2433, + 2458, + 2523, + 2551, + 2572, + 2600, + 2615, + 2678, + 2690, + 2788, + 2803, + 2848, + 2851, + 2906, + 2909, + 2955, + 2956, + 3008, + 3078, + 3082, + 3087, + 3097, + 3109, + 3130, + 3162, + 3245, + 3412, + 3437, + 3451, + 3459, + 3476, + 3500, + 3539, + 3648, + 3701, + 3703, + 3724, + 3771, + 3774, + 3826, + 3834, + 3951, + 3972, + 4007, + 4027, + 4028, + 4041, + 4313, + 4317, + 4343, + 4367, + 4402, + 4452, + 4501, + 4510, + 4556, + 4562, + 4663, + 4686, + 4748, + 4801, + 4816, + 4879, + 4881, + 4882, + 4902, + 4942, + 4981, + 5016, + 5056, + 5160, + 5171, + 5240, + 5261, + 5327, + 5330, + 5343, + 5441, + 5541, + 5580, + 5581, + 5595, + 5618, + 5621, + 5701, + 5724, + 5743, + 5760, + 5763, + 5767, + 5807, + 5835, + 5854, + 5867, + 5881, + 5947, + 5964, + 5970, + 5989, + 6002, + 6005, + 6008, + 6031, + 6067, + 6068, + 6078, + 6127, + 6192, + 6242, + 6250, + 6258, + 6283, + 6300, + 6306, + 6334, + 6376, + 6486, + 6532, + 6549, + 6645, + 6661, + 6694, + 6733, + 6781, + 6796, + 6830, + 6921, + 7153, + 7170, + 7263, + 7492, + 7507, + 7542, + 7549, + 7581, + 7584, + 7597, + 7631, + 7639, + 7682, + 7702, + 7739, + 7750, + 7791, + 7874, + 7881, + 7909, + 7912, + 7921, + 7962, + 7973, + 7986, + 7996, + 8015, + 8023, + 8054, + 8070, + 8079, + 8084, + 8175, + 8185, + 8199, + 8225, + 8267, + 8274, + 8280, + 8322, + 8337, + 8362, + 8364, + 8412, + 8427, + 8486, + 8519, + 8528, + 8554, + 8561, + 8611, + 8631, + 8654, + 8674, + 8708, + 8740, + 8766, + 8776, + 8811, + 8831, + 8870, + 8872, + 8903, + 8940, + 8982, + 8993, + 9013, + 9039, + 9042, + 9058, + 9065, + 9074, + 9088, + 9223, + 9241, + 9242, + 9266, + 9274, + 9285, + 9308, + 9323, + 9328, + 9342, + 9354, + 9492, + 9502, + 9506, + 9519, + 9531, + 9572, + 9579, + 9592, + 9598, + 9609, + 9673, + 9736, + 9776, + 9797, + 9803, + 9885, + 9888, + 9908, + 9911, + 9959, + 9978, + 9979, + 10005, + 10010, + 10088, + 10097, + 10106, + 10124, + 10171, + 10235, + 10239, + 10242, + 10287, + 10330, + 10376, + 10379, + 10390, + 10469, + 10490, + 10499, + 10575, + 10577, + 10620, + 10629, + 10663, + 10666, + 10691, + 10692, + 10693, + 10732, + 10788, + 10858, + 10920, + 10925, + 11086, + 11124, + 11137, + 11152, + 11207, + 11219, + 11234, + 11239, + 11278, + 11283, + 11363, + 11374, + 11400, + 11423, + 11466, + 11514, + 11516, + 11618, + 11624, + 11656, + 11747, + 11890, + 11897, + 11906, + 11914, + 11939, + 11963, + 11979, + 12030, + 12053, + 12058, + 12077, + 12084, + 12133, + 12178, + 12184, + 12212, + 12245, + 12293, + 12305, + 12334, + 12356, + 12366, + 12375, + 12402, + 12417, + 12427, + 12441, + 12475, + 12486, + 12508, + 12542, + 12706, + 12757, + 12782, + 12813, + 12853, + 12865, + 12902, + 12927, + 12947, + 12949, + 12969, + 12994, + 13085, + 13135, + 13170, + 13197, + 13276, + 13302, + 13388, + 13417, + 13516, + 13543, + 13566, + 13580, + 13629, + 13648, + 13650, + 13724, + 13744, + 13770, + 13785, + 13837, + 13916, + 13977, + 13990, + 13992, + 14042, + 14048, + 14072, + 14117, + 14134, + 14164, + 14221, + 14231, + 14260, + 14316, + 14332, + 14333, + 14337, + 14434, + 14453, + 14479, + 14490, + 14495, + 14558, + 14570, + 14582, + 14596, + 14599, + 14626, + 14690, + 14721, + 14736, + 14773, + 14786, + 14796, + 14832, + 14841, + 14941, + 14974, + 14989, + 15004, + 15020, + 15047, + 15061, + 15067, + 15077, + 15138, + 15176, + 15186, + 15219, + 15309, + 15358, + 15374, + 15410, + 15412, + 15448, + 15457, + 15556, + 15588, + 15592, + 15650, + 15674, + 15759, + 15774, + 15792, + 15809, + 15834, + 15875, + 15878, + 15974, + 16004, + 16010, + 16018 + ] + }, + "args": { + "dataset": "flickr", + "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": 0, + "random_perms": 1000, + "derangement_samples": 200, + "descent_restarts": 3, + "descent_max_steps": 200000, + "descent_objective": "m30_total", + "descent_verify_top": 64, + "device": "cpu", + "seed": 20260729, + "output": "artifacts/manifold_gate/flickr_test512_orbit.json", + "trajectory_output": null + }, + "channel_names": [ + "mean" + ], + "gate_a_global_ranking": { + "true": { + "mse": 1.4246474340662165, + "mse_channels": [ + 1.4246474340662165 + ], + "mse_channel_mean": 1.4246474340662165, + "conditional_kl": 6.5841508381850575, + "m30_total": 4.166125035769444 + }, + "similarity_shift": { + "mse": 1.8048191554312754, + "mse_channels": [ + 1.8048191554312754 + ], + "mse_channel_mean": 1.8048191554312754, + "conditional_kl": 7.360323098778272, + "m30_total": 5.081702930618205 + }, + "random": { + "mse": { + "mean": 1.9991672039031982, + "std": 0.030651908367872238, + "min": 1.875855565071106, + "true_z": 18.74336051940918, + "true_rank_among_random": 0, + "count": 1000 + }, + "mse_channel_mean": { + "mean": 1.9991672039031982, + "std": 0.030651908367872238, + "min": 1.875855565071106, + "true_z": 18.74336051940918, + "true_rank_among_random": 0, + "count": 1000 + }, + "conditional_kl": { + "mean": 7.347392559051514, + "std": 0.022730104625225067, + "min": 7.267993450164795, + "true_z": 33.578453063964844, + "true_rank_among_random": 0, + "count": 1000 + }, + "m30_total": { + "mean": 5.467812538146973, + "std": 0.06229393556714058, + "min": 5.2184062004089355, + "true_z": 20.895898818969727, + "true_rank_among_random": 0, + "count": 1000 + } + } + }, + "gate_b_transpositions": { + "pairs": 130816, + "improving_pairs": 9723, + "improving_fraction": 0.0743257705479452, + "delta_mean": 0.003744726086710655, + "delta_min": -0.019277239683307697, + "identity_is_local_min_mse": false, + "worst_improving_swaps": [ + { + "pair": [ + 7, + 485 + ], + "delta_mse": -0.019277239683307697, + "text_cosine": 0.8969780072961192, + "visual_cosine": -0.128719881332812, + "captions": [ + "A baseball player in red leaps into the air to avoid a player in blue, who is shortly behi", + "A woman in a blue shirt is walking across the street of an older looking district." + ] + }, + { + "pair": [ + 124, + 353 + ], + "delta_mse": -0.018931137737849782, + "text_cosine": 0.9356184031383584, + "visual_cosine": 0.04395308917744514, + "captions": [ + "A man in a brown jacket holding a red bag is speaking to another man with a white beard an", + "A group of people at a protest to stop the building of the Kingsworth coal power plant." + ] + }, + { + "pair": [ + 353, + 485 + ], + "delta_mse": -0.01880300600498798, + "text_cosine": 0.9169712791076585, + "visual_cosine": 0.09770033346759531, + "captions": [ + "A group of people at a protest to stop the building of the Kingsworth coal power plant.", + "A woman in a blue shirt is walking across the street of an older looking district." + ] + }, + { + "pair": [ + 112, + 119 + ], + "delta_mse": -0.018619920398781246, + "text_cosine": 0.9037848844166759, + "visual_cosine": 0.10057322407848752, + "captions": [ + "Black dog paddles through the water with a bright ball in its mouth.", + "Two brown dogs run across a large snowy yard." + ] + }, + { + "pair": [ + 7, + 173 + ], + "delta_mse": -0.017051749385891272, + "text_cosine": 0.8847507070765361, + "visual_cosine": -0.01765901258107678, + "captions": [ + "A baseball player in red leaps into the air to avoid a player in blue, who is shortly behi", + "A well-dressed man plays a grand piano during an art exhibit." + ] + }, + { + "pair": [ + 38, + 353 + ], + "delta_mse": -0.016759268741432215, + "text_cosine": 0.9287309606348609, + "visual_cosine": 0.03619221265132004, + "captions": [ + "A girl wearing a black t-shirt is holding a small pizza in a kitchen setting.", + "A group of people at a protest to stop the building of the Kingsworth coal power plant." + ] + }, + { + "pair": [ + 173, + 353 + ], + "delta_mse": -0.016729113302106753, + "text_cosine": 0.9055003896110118, + "visual_cosine": -0.03926777550622213, + "captions": [ + "A well-dressed man plays a grand piano during an art exhibit.", + "A group of people at a protest to stop the building of the Kingsworth coal power plant." + ] + }, + { + "pair": [ + 139, + 353 + ], + "delta_mse": -0.016642742850902583, + "text_cosine": 0.9368068986190529, + "visual_cosine": 0.06421594963687959, + "captions": [ + "A man dressed in all black is wearing shades and standing in snow and there is a red vehic", + "A group of people at a protest to stop the building of the Kingsworth coal power plant." + ] + }, + { + "pair": [ + 7, + 225 + ], + "delta_mse": -0.01651741131120357, + "text_cosine": 0.8910425633242781, + "visual_cosine": 0.041003061439144096, + "captions": [ + "A baseball player in red leaps into the air to avoid a player in blue, who is shortly behi", + "A woman on a boat named \"El Corazon\" drops black weights into the water." + ] + }, + { + "pair": [ + 7, + 139 + ], + "delta_mse": -0.0160239543120132, + "text_cosine": 0.8896690724429365, + "visual_cosine": 0.010071287225104955, + "captions": [ + "A baseball player in red leaps into the air to avoid a player in blue, who is shortly behi", + "A man dressed in all black is wearing shades and standing in snow and there is a red vehic" + ] + }, + { + "pair": [ + 7, + 112 + ], + "delta_mse": -0.015169012480763447, + "text_cosine": 0.8902894418739059, + "visual_cosine": -0.028111049722918176, + "captions": [ + "A baseball player in red leaps into the air to avoid a player in blue, who is shortly behi", + "Black dog paddles through the water with a bright ball in its mouth." + ] + }, + { + "pair": [ + 280, + 353 + ], + "delta_mse": -0.015168357065588728, + "text_cosine": 0.9360765627588535, + "visual_cosine": 0.11861060016570629, + "captions": [ + "A group of people sit near a large red brick building in the grass.", + "A group of people at a protest to stop the building of the Kingsworth coal power plant." + ] + }, + { + "pair": [ + 7, + 124 + ], + "delta_mse": -0.015143496062570528, + "text_cosine": 0.8926771663769446, + "visual_cosine": 0.01962085581643343, + "captions": [ + "A baseball player in red leaps into the air to avoid a player in blue, who is shortly behi", + "A man in a brown jacket holding a red bag is speaking to another man with a white beard an" + ] + }, + { + "pair": [ + 7, + 38 + ], + "delta_mse": -0.014928391820271609, + "text_cosine": 0.8782890783101629, + "visual_cosine": -0.00784624678689004, + "captions": [ + "A baseball player in red leaps into the air to avoid a player in blue, who is shortly behi", + "A girl wearing a black t-shirt is holding a small pizza in a kitchen setting." + ] + }, + { + "pair": [ + 344, + 353 + ], + "delta_mse": -0.014762406926572618, + "text_cosine": 0.9185114890085868, + "visual_cosine": 0.08454210569817366, + "captions": [ + "A woman in white in front of a window, while reading a book on the couch.", + "A group of people at a protest to stop the building of the Kingsworth coal power plant." + ] + }, + { + "pair": [ + 353, + 500 + ], + "delta_mse": -0.01426052223917819, + "text_cosine": 0.928321929076256, + "visual_cosine": 0.10704665940741746, + "captions": [ + "A group of people at a protest to stop the building of the Kingsworth coal power plant.", + "Standing outside in front of a red van, a man in a hat picks up a framed painting from a t" + ] + }, + { + "pair": [ + 119, + 313 + ], + "delta_mse": -0.014108678201628281, + "text_cosine": 0.9218535651148843, + "visual_cosine": 0.16654615912886506, + "captions": [ + "Two brown dogs run across a large snowy yard.", + "A black dog with a blue tag running on a beach" + ] + }, + { + "pair": [ + 7, + 385 + ], + "delta_mse": -0.014035930576247004, + "text_cosine": 0.8959839265547241, + "visual_cosine": -0.0682349208291671, + "captions": [ + "A baseball player in red leaps into the air to avoid a player in blue, who is shortly behi", + "A person on a bicycle rides down the city sidewalk at night." + ] + }, + { + "pair": [ + 119, + 485 + ], + "delta_mse": -0.013994072778580707, + "text_cosine": 0.9008465560596486, + "visual_cosine": -0.06811351770018086, + "captions": [ + "Two brown dogs run across a large snowy yard.", + "A woman in a blue shirt is walking across the street of an older looking district." + ] + }, + { + "pair": [ + 353, + 404 + ], + "delta_mse": -0.013890614162013386, + "text_cosine": 0.9342475351341584, + "visual_cosine": 0.2353029761994921, + "captions": [ + "A group of people at a protest to stop the building of the Kingsworth coal power plant.", + "A man is standing in front of a brick storefront wearing a black jacket." + ] + } + ] + }, + "derangement_curve": [ + { + "k": 2, + "delta_mean": 0.003802212420850992, + "delta_std": 0.0037545005325227976, + "improving_fraction": 0.09 + }, + { + "k": 4, + "delta_mean": 0.007194260135293007, + "delta_std": 0.004738152492791414, + "improving_fraction": 0.025 + }, + { + "k": 8, + "delta_mean": 0.015218071639537811, + "delta_std": 0.007610157132148743, + "improving_fraction": 0.01 + }, + { + "k": 16, + "delta_mean": 0.03075844794511795, + "delta_std": 0.010597123764455318, + "improving_fraction": 0.005 + }, + { + "k": 32, + "delta_mean": 0.06000322476029396, + "delta_std": 0.015093622729182243, + "improving_fraction": 0.0 + }, + { + "k": 64, + "delta_mean": 0.11411619931459427, + "delta_std": 0.020384326577186584, + "improving_fraction": 0.0 + }, + { + "k": 128, + "delta_mean": 0.21738311648368835, + "delta_std": 0.026349714025855064, + "improving_fraction": 0.0 + }, + { + "k": 256, + "delta_mean": 0.38467538356781006, + "delta_std": 0.031949739903211594, + "improving_fraction": 0.0 + }, + { + "k": 512, + "delta_mean": 0.5741385817527771, + "delta_std": 0.029917415231466293, + "improving_fraction": 0.0 + } + ], + "gate_c_descent_from_true": { + "start_accuracy": 1.0, + "final_accuracy": 0.138671875, + "final_objective": 3.2566333979200905, + "final_energy": { + "mse": 0.9795305810035092, + "mse_channels": [ + 0.9795305810035092 + ], + "mse_channel_mean": 0.9795305810035092, + "conditional_kl": 6.487861179565359, + "m30_total": 3.2566333979200905 + }, + "accepted_moves": 565, + "moved_fraction": 0.861328125, + "mse_local_min_certificate": false, + "trajectory": [ + { + "step": 0, + "objective": 4.129000051358402, + "accuracy": 0.99609375 + }, + { + "step": 50, + "objective": 3.619331846778106, + "accuracy": 0.80078125 + }, + { + "step": 100, + "objective": 3.499217862145462, + "accuracy": 0.63671875 + }, + { + "step": 150, + "objective": 3.4295329924719424, + "accuracy": 0.52734375 + }, + { + "step": 200, + "objective": 3.3826077800208862, + "accuracy": 0.447265625 + }, + { + "step": 250, + "objective": 3.3505721694600057, + "accuracy": 0.365234375 + }, + { + "step": 300, + "objective": 3.3224382405705946, + "accuracy": 0.298828125 + }, + { + "step": 350, + "objective": 3.3017542726249562, + "accuracy": 0.2578125 + }, + { + "step": 400, + "objective": 3.2895091124650335, + "accuracy": 0.21484375 + }, + { + "step": 450, + "objective": 3.2768581698332078, + "accuracy": 0.185546875 + }, + { + "step": 500, + "objective": 3.266488974896474, + "accuracy": 0.16015625 + }, + { + "step": 550, + "objective": 3.258142004549435, + "accuracy": 0.138671875 + } + ], + "final_permutation": [ + 409, + 428, + 2, + 308, + 268, + 117, + 72, + 354, + 143, + 170, + 115, + 248, + 128, + 25, + 14, + 89, + 18, + 266, + 447, + 228, + 302, + 61, + 197, + 336, + 425, + 423, + 8, + 378, + 81, + 0, + 293, + 79, + 179, + 317, + 237, + 91, + 359, + 315, + 366, + 109, + 74, + 41, + 360, + 492, + 219, + 49, + 324, + 433, + 172, + 110, + 20, + 200, + 364, + 300, + 506, + 64, + 407, + 345, + 303, + 507, + 76, + 216, + 45, + 63, + 258, + 462, + 108, + 67, + 178, + 69, + 70, + 194, + 388, + 404, + 213, + 157, + 333, + 77, + 269, + 31, + 410, + 256, + 350, + 83, + 35, + 39, + 50, + 439, + 147, + 250, + 468, + 464, + 92, + 500, + 347, + 95, + 4, + 123, + 28, + 174, + 84, + 101, + 113, + 68, + 210, + 53, + 351, + 88, + 196, + 34, + 435, + 495, + 119, + 29, + 173, + 477, + 319, + 374, + 318, + 263, + 267, + 429, + 368, + 332, + 482, + 233, + 367, + 59, + 411, + 78, + 239, + 66, + 30, + 133, + 58, + 214, + 136, + 295, + 339, + 290, + 232, + 201, + 142, + 222, + 144, + 249, + 146, + 100, + 431, + 149, + 202, + 37, + 152, + 399, + 154, + 355, + 26, + 10, + 126, + 181, + 160, + 184, + 376, + 363, + 304, + 124, + 281, + 161, + 192, + 121, + 6, + 171, + 12, + 476, + 102, + 175, + 288, + 24, + 148, + 310, + 93, + 508, + 416, + 150, + 274, + 489, + 400, + 230, + 474, + 98, + 344, + 185, + 387, + 316, + 90, + 292, + 145, + 246, + 280, + 96, + 168, + 141, + 299, + 94, + 348, + 313, + 206, + 207, + 208, + 375, + 326, + 379, + 305, + 430, + 105, + 122, + 384, + 229, + 116, + 44, + 220, + 221, + 165, + 223, + 224, + 264, + 443, + 493, + 283, + 275, + 203, + 231, + 131, + 454, + 421, + 180, + 19, + 483, + 415, + 322, + 257, + 241, + 311, + 243, + 244, + 436, + 195, + 448, + 396, + 112, + 458, + 205, + 87, + 373, + 65, + 412, + 456, + 467, + 104, + 52, + 177, + 475, + 262, + 167, + 346, + 427, + 198, + 380, + 135, + 71, + 270, + 271, + 272, + 273, + 234, + 472, + 183, + 21, + 32, + 162, + 60, + 238, + 503, + 453, + 284, + 369, + 286, + 22, + 278, + 156, + 385, + 297, + 325, + 139, + 163, + 460, + 296, + 381, + 484, + 393, + 226, + 40, + 57, + 446, + 417, + 27, + 370, + 11, + 391, + 377, + 15, + 414, + 337, + 478, + 314, + 260, + 494, + 190, + 327, + 218, + 182, + 306, + 401, + 301, + 169, + 16, + 164, + 252, + 328, + 320, + 46, + 331, + 358, + 451, + 392, + 335, + 187, + 312, + 338, + 85, + 118, + 211, + 389, + 419, + 33, + 212, + 51, + 235, + 334, + 225, + 504, + 383, + 48, + 247, + 465, + 43, + 356, + 23, + 97, + 298, + 209, + 276, + 251, + 470, + 340, + 479, + 36, + 282, + 471, + 397, + 309, + 82, + 372, + 442, + 496, + 357, + 441, + 321, + 402, + 294, + 120, + 509, + 382, + 158, + 255, + 511, + 386, + 99, + 365, + 473, + 390, + 3, + 486, + 73, + 394, + 452, + 7, + 424, + 398, + 75, + 487, + 215, + 38, + 9, + 403, + 405, + 406, + 106, + 505, + 240, + 349, + 189, + 254, + 130, + 440, + 188, + 450, + 289, + 418, + 457, + 420, + 438, + 422, + 261, + 186, + 151, + 491, + 153, + 498, + 459, + 291, + 307, + 432, + 80, + 42, + 501, + 434, + 437, + 1, + 245, + 217, + 285, + 343, + 137, + 444, + 445, + 265, + 199, + 56, + 449, + 107, + 277, + 159, + 17, + 166, + 488, + 259, + 279, + 330, + 408, + 13, + 342, + 371, + 463, + 352, + 485, + 466, + 426, + 103, + 469, + 140, + 341, + 395, + 62, + 480, + 47, + 461, + 114, + 176, + 155, + 125, + 323, + 204, + 127, + 455, + 353, + 362, + 138, + 134, + 191, + 490, + 242, + 111, + 55, + 193, + 132, + 129, + 497, + 253, + 499, + 86, + 54, + 502, + 227, + 236, + 481, + 361, + 510, + 5, + 329, + 287, + 413 + ] + }, + "gate_c_descent_from_random": [ + { + "start_accuracy": 0.001953125, + "final_accuracy": 0.01171875, + "final_objective": 3.2579590323950827, + "final_energy": { + "mse": 0.9754731235695813, + "mse_channels": [ + 0.9754731235695813 + ], + "mse_channel_mean": 0.9754731235695813, + "conditional_kl": 6.5350639262796015, + "m30_total": 3.2579590323950827 + }, + "accepted_moves": 802, + "moved_fraction": 0.98828125, + "mse_local_min_certificate": false, + "trajectory": [ + { + "step": 0, + "objective": 5.351683466942697, + "accuracy": 0.001953125 + }, + { + "step": 50, + "objective": 4.425107924551583, + "accuracy": 0.001953125 + }, + { + "step": 100, + "objective": 4.054322414086907, + "accuracy": 0.005859375 + }, + { + "step": 150, + "objective": 3.840413850501716, + "accuracy": 0.005859375 + }, + { + "step": 200, + "objective": 3.6877125055993885, + "accuracy": 0.00390625 + }, + { + "step": 250, + "objective": 3.57740839347941, + "accuracy": 0.005859375 + }, + { + "step": 300, + "objective": 3.492682750978955, + "accuracy": 0.0078125 + }, + { + "step": 350, + "objective": 3.4286743228480905, + "accuracy": 0.005859375 + }, + { + "step": 400, + "objective": 3.379724372992186, + "accuracy": 0.009765625 + }, + { + "step": 450, + "objective": 3.3466922934378274, + "accuracy": 0.01171875 + }, + { + "step": 500, + "objective": 3.3246502171767185, + "accuracy": 0.01171875 + }, + { + "step": 550, + "objective": 3.305595156172079, + "accuracy": 0.0078125 + }, + { + "step": 600, + "objective": 3.293603528594313, + "accuracy": 0.005859375 + }, + { + "step": 650, + "objective": 3.2807157233597417, + "accuracy": 0.0078125 + }, + { + "step": 700, + "objective": 3.271368641979489, + "accuracy": 0.009765625 + }, + { + "step": 750, + "objective": 3.265288835891834, + "accuracy": 0.01171875 + }, + { + "step": 800, + "objective": 3.25796208363922, + "accuracy": 0.009765625 + } + ] + }, + { + "start_accuracy": 0.0, + "final_accuracy": 0.0, + "final_objective": 3.2563759169720834, + "final_energy": { + "mse": 0.9748105673066898, + "mse_channels": [ + 0.9748105673066898 + ], + "mse_channel_mean": 0.9748105673066898, + "conditional_kl": 6.533773911793519, + "m30_total": 3.2563759169720834 + }, + "accepted_moves": 826, + "moved_fraction": 0.99609375, + "mse_local_min_certificate": false, + "trajectory": [ + { + "step": 0, + "objective": 5.491558655272377, + "accuracy": 0.0 + }, + { + "step": 50, + "objective": 4.551712531942228, + "accuracy": 0.0 + }, + { + "step": 100, + "objective": 4.177571509779821, + "accuracy": 0.00390625 + }, + { + "step": 150, + "objective": 3.9350701849821124, + "accuracy": 0.00390625 + }, + { + "step": 200, + "objective": 3.7642943716207102, + "accuracy": 0.00390625 + }, + { + "step": 250, + "objective": 3.643213154859426, + "accuracy": 0.00390625 + }, + { + "step": 300, + "objective": 3.5522770168247906, + "accuracy": 0.005859375 + }, + { + "step": 350, + "objective": 3.4850463063960766, + "accuracy": 0.0078125 + }, + { + "step": 400, + "objective": 3.432916392700893, + "accuracy": 0.00390625 + }, + { + "step": 450, + "objective": 3.390760702058167, + "accuracy": 0.00390625 + }, + { + "step": 500, + "objective": 3.358417507314973, + "accuracy": 0.00390625 + }, + { + "step": 550, + "objective": 3.32901517043321, + "accuracy": 0.001953125 + }, + { + "step": 600, + "objective": 3.3090980693868177, + "accuracy": 0.001953125 + }, + { + "step": 650, + "objective": 3.293374906840461, + "accuracy": 0.00390625 + }, + { + "step": 700, + "objective": 3.2785536443068555, + "accuracy": 0.0 + }, + { + "step": 750, + "objective": 3.267352345685561, + "accuracy": 0.0 + }, + { + "step": 800, + "objective": 3.2597237186119603, + "accuracy": 0.0 + } + ] + }, + { + "start_accuracy": 0.00390625, + "final_accuracy": 0.001953125, + "final_objective": 3.278440581982731, + "final_energy": { + "mse": 0.985261600625026, + "mse_channels": [ + 0.985261600625026 + ], + "mse_channel_mean": 0.985261600625026, + "conditional_kl": 6.539586903663396, + "m30_total": 3.278440581982731 + }, + "accepted_moves": 796, + "moved_fraction": 0.982421875, + "mse_local_min_certificate": false, + "trajectory": [ + { + "step": 0, + "objective": 5.374051830537758, + "accuracy": 0.00390625 + }, + { + "step": 50, + "objective": 4.549435779037697, + "accuracy": 0.00390625 + }, + { + "step": 100, + "objective": 4.202264316809579, + "accuracy": 0.005859375 + }, + { + "step": 150, + "objective": 3.943330835191483, + "accuracy": 0.005859375 + }, + { + "step": 200, + "objective": 3.764067655650681, + "accuracy": 0.005859375 + }, + { + "step": 250, + "objective": 3.638883772610104, + "accuracy": 0.00390625 + }, + { + "step": 300, + "objective": 3.552465075992029, + "accuracy": 0.005859375 + }, + { + "step": 350, + "objective": 3.4832689680852518, + "accuracy": 0.005859375 + }, + { + "step": 400, + "objective": 3.433086711022343, + "accuracy": 0.00390625 + }, + { + "step": 450, + "objective": 3.391211667885823, + "accuracy": 0.005859375 + }, + { + "step": 500, + "objective": 3.362478314173015, + "accuracy": 0.0078125 + }, + { + "step": 550, + "objective": 3.3378271610621213, + "accuracy": 0.005859375 + }, + { + "step": 600, + "objective": 3.321288782695422, + "accuracy": 0.0078125 + }, + { + "step": 650, + "objective": 3.308235965450281, + "accuracy": 0.005859375 + }, + { + "step": 700, + "objective": 3.296210540294808, + "accuracy": 0.00390625 + }, + { + "step": 750, + "objective": 3.2843283398145493, + "accuracy": 0.005859375 + } + ] + } + ], + "verdict": { + "true_m30_total": 4.166125035769444, + "identity_is_local_min_mse": false, + "descent_from_true_stays": 0.138671875, + "on_manifold_counterfeit_found": true, + "best_random_descent_m30_total": 3.2563759169720834 + } +}
\ No newline at end of file |
