diff options
Diffstat (limited to 'artifacts/synth_v0/gate_slots_test512_orbit.json')
| -rw-r--r-- | artifacts/synth_v0/gate_slots_test512_orbit.json | 1877 |
1 files changed, 1877 insertions, 0 deletions
diff --git a/artifacts/synth_v0/gate_slots_test512_orbit.json b/artifacts/synth_v0/gate_slots_test512_orbit.json new file mode 100644 index 0000000..5ef55b8 --- /dev/null +++ b/artifacts/synth_v0/gate_slots_test512_orbit.json @@ -0,0 +1,1877 @@ +{ + "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": [ + 25000, + 25001, + 25002, + 25003, + 25004, + 25005, + 25006, + 25007, + 25008, + 25009, + 25010, + 25011, + 25012, + 25013, + 25014, + 25015, + 25016, + 25017, + 25018, + 25019, + 25020, + 25021, + 25022, + 25023, + 25024, + 25025, + 25026, + 25027, + 25028, + 25029, + 25030, + 25031, + 25032, + 25033, + 25034, + 25035, + 25036, + 25037, + 25038, + 25039, + 25040, + 25041, + 25042, + 25043, + 25044, + 25045, + 25046, + 25047, + 25048, + 25049, + 25050, + 25051, + 25052, + 25053, + 25054, + 25055, + 25056, + 25057, + 25058, + 25059, + 25060, + 25061, + 25062, + 25063, + 25064, + 25065, + 25066, + 25067, + 25068, + 25069, + 25070, + 25071, + 25072, + 25073, + 25074, + 25075, + 25076, + 25077, + 25078, + 25079, + 25080, + 25081, + 25082, + 25083, + 25084, + 25085, + 25086, + 25087, + 25088, + 25089, + 25090, + 25091, + 25092, + 25093, + 25094, + 25095, + 25096, + 25097, + 25098, + 25099, + 25100, + 25101, + 25102, + 25103, + 25104, + 25105, + 25106, + 25107, + 25108, + 25109, + 25110, + 25111, + 25112, + 25113, + 25114, + 25115, + 25116, + 25117, + 25118, + 25119, + 25120, + 25121, + 25122, + 25123, + 25124, + 25125, + 25126, + 25127, + 25128, + 25129, + 25130, + 25131, + 25132, + 25133, + 25134, + 25135, + 25136, + 25137, + 25138, + 25139, + 25140, + 25141, + 25142, + 25143, + 25144, + 25145, + 25146, + 25147, + 25148, + 25149, + 25150, + 25151, + 25152, + 25153, + 25154, + 25155, + 25156, + 25157, + 25158, + 25159, + 25160, + 25161, + 25162, + 25163, + 25164, + 25165, + 25166, + 25167, + 25168, + 25169, + 25170, + 25171, + 25172, + 25173, + 25174, + 25175, + 25176, + 25177, + 25178, + 25179, + 25180, + 25181, + 25182, + 25183, + 25184, + 25185, + 25186, + 25187, + 25188, + 25189, + 25190, + 25191, + 25192, + 25193, + 25194, + 25195, + 25196, + 25197, + 25198, + 25199, + 25200, + 25201, + 25202, + 25203, + 25204, + 25205, + 25206, + 25207, + 25208, + 25209, + 25210, + 25211, + 25212, + 25213, + 25214, + 25215, + 25216, + 25217, + 25218, + 25219, + 25220, + 25221, + 25222, + 25223, + 25224, + 25225, + 25226, + 25227, + 25228, + 25229, + 25230, + 25231, + 25232, + 25233, + 25234, + 25235, + 25236, + 25237, + 25238, + 25239, + 25240, + 25241, + 25242, + 25243, + 25244, + 25245, + 25246, + 25247, + 25248, + 25249, + 25250, + 25251, + 25252, + 25253, + 25254, + 25255, + 25256, + 25257, + 25258, + 25259, + 25260, + 25261, + 25262, + 25263, + 25264, + 25265, + 25266, + 25267, + 25268, + 25269, + 25270, + 25271, + 25272, + 25273, + 25274, + 25275, + 25276, + 25277, + 25278, + 25279, + 25280, + 25281, + 25282, + 25283, + 25284, + 25285, + 25286, + 25287, + 25288, + 25289, + 25290, + 25291, + 25292, + 25293, + 25294, + 25295, + 25296, + 25297, + 25298, + 25299, + 25300, + 25301, + 25302, + 25303, + 25304, + 25305, + 25306, + 25307, + 25308, + 25309, + 25310, + 25311, + 25312, + 25313, + 25314, + 25315, + 25316, + 25317, + 25318, + 25319, + 25320, + 25321, + 25322, + 25323, + 25324, + 25325, + 25326, + 25327, + 25328, + 25329, + 25330, + 25331, + 25332, + 25333, + 25334, + 25335, + 25336, + 25337, + 25338, + 25339, + 25340, + 25341, + 25342, + 25343, + 25344, + 25345, + 25346, + 25347, + 25348, + 25349, + 25350, + 25351, + 25352, + 25353, + 25354, + 25355, + 25356, + 25357, + 25358, + 25359, + 25360, + 25361, + 25362, + 25363, + 25364, + 25365, + 25366, + 25367, + 25368, + 25369, + 25370, + 25371, + 25372, + 25373, + 25374, + 25375, + 25376, + 25377, + 25378, + 25379, + 25380, + 25381, + 25382, + 25383, + 25384, + 25385, + 25386, + 25387, + 25388, + 25389, + 25390, + 25391, + 25392, + 25393, + 25394, + 25395, + 25396, + 25397, + 25398, + 25399, + 25400, + 25401, + 25402, + 25403, + 25404, + 25405, + 25406, + 25407, + 25408, + 25409, + 25410, + 25411, + 25412, + 25413, + 25414, + 25415, + 25416, + 25417, + 25418, + 25419, + 25420, + 25421, + 25422, + 25423, + 25424, + 25425, + 25426, + 25427, + 25428, + 25429, + 25430, + 25431, + 25432, + 25433, + 25434, + 25435, + 25436, + 25437, + 25438, + 25439, + 25440, + 25441, + 25442, + 25443, + 25444, + 25445, + 25446, + 25447, + 25448, + 25449, + 25450, + 25451, + 25452, + 25453, + 25454, + 25455, + 25456, + 25457, + 25458, + 25459, + 25460, + 25461, + 25462, + 25463, + 25464, + 25465, + 25466, + 25467, + 25468, + 25469, + 25470, + 25471, + 25472, + 25473, + 25474, + 25475, + 25476, + 25477, + 25478, + 25479, + 25480, + 25481, + 25482, + 25483, + 25484, + 25485, + 25486, + 25487, + 25488, + 25489, + 25490, + 25491, + 25492, + 25493, + 25494, + 25495, + 25496, + 25497, + 25498, + 25499, + 25500, + 25501, + 25502, + 25503, + 25504, + 25505, + 25506, + 25507, + 25508, + 25509, + 25510, + 25511 + ] + }, + "args": { + "dataset": "flickr", + "text_orbits": "artifacts/synth_v0/text_orbits.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/synth_v0/gate_slots_test512_orbit.json", + "trajectory_output": null + }, + "channel_names": [ + "mean" + ], + "gate_a_global_ranking": { + "true": { + "mse": 1.788072345762033, + "mse_channels": [ + 1.788072345762033 + ], + "mse_channel_mean": 1.788072345762033, + "conditional_kl": 1.6948900901851551, + "m30_total": 3.915122709561097 + }, + "similarity_shift": { + "mse": 1.8214751820199988, + "mse_channels": [ + 1.8214751820199988 + ], + "mse_channel_mean": 1.8214751820199988, + "conditional_kl": 1.7570309629811378, + "m30_total": 3.9943565566362254 + }, + "random": { + "mse": { + "mean": 2.001042127609253, + "std": 0.05403739586472511, + "min": 1.7722879648208618, + "true_z": 3.941155433654785, + "true_rank_among_random": 1, + "count": 1000 + }, + "mse_channel_mean": { + "mean": 2.001042127609253, + "std": 0.05403739586472511, + "min": 1.7722879648208618, + "true_z": 3.941155433654785, + "true_rank_among_random": 1, + "count": 1000 + }, + "conditional_kl": { + "mean": 1.870727777481079, + "std": 0.02386539801955223, + "min": 1.7720853090286255, + "true_z": 7.367890357971191, + "true_rank_among_random": 0, + "count": 1000 + }, + "m30_total": { + "mean": 4.376229286193848, + "std": 0.11236516386270523, + "min": 3.8989930152893066, + "true_z": 4.103643417358398, + "true_rank_among_random": 1, + "count": 1000 + } + } + }, + "gate_b_transpositions": { + "pairs": 130816, + "improving_pairs": 49109, + "improving_fraction": 0.3754051492172211, + "delta_mean": 0.0010733255041249267, + "delta_min": -0.06932781265192169, + "identity_is_local_min_mse": false, + "worst_improving_swaps": [ + { + "pair": [ + 50, + 194 + ], + "delta_mse": -0.06932781265192169, + "text_cosine": 0.7235423382425066, + "visual_cosine": 0.8499448564140653, + "captions": [ + "there are two small pink crosses, a pink square and three blue stars. the blue stars are l", + "the picture shows a small orange circle, a purple circle, two small gray triangles and two" + ] + }, + { + "pair": [ + 194, + 247 + ], + "delta_mse": -0.06014857249429952, + "text_cosine": 0.7252773686745094, + "visual_cosine": 0.7946689524071723, + "captions": [ + "the picture shows a small orange circle, a purple circle, two small gray triangles and two", + "the picture shows four orange triangles, a large brown circle and a orange cross. the oran" + ] + }, + { + "pair": [ + 194, + 222 + ], + "delta_mse": -0.05995122990145208, + "text_cosine": 0.710537291301734, + "visual_cosine": 0.7719992262656395, + "captions": [ + "the picture shows a small orange circle, a purple circle, two small gray triangles and two", + "you can see four red triangles and a large gray triangle. the red triangles are right of t" + ] + }, + { + "pair": [ + 50, + 62 + ], + "delta_mse": -0.05987951290269445, + "text_cosine": 0.7328810339104709, + "visual_cosine": 0.7063471867550399, + "captions": [ + "there are two small pink crosses, a pink square and three blue stars. the blue stars are l", + "the picture shows a pink circle, a small brown star, a small green circle and two yellow t" + ] + }, + { + "pair": [ + 50, + 507 + ], + "delta_mse": -0.05798149532296506, + "text_cosine": 0.7374095560233486, + "visual_cosine": 0.9250517318032718, + "captions": [ + "there are two small pink crosses, a pink square and three blue stars. the blue stars are l", + "there are four small yellow stars, three small purple crosses, four small yellow circles a" + ] + }, + { + "pair": [ + 194, + 470 + ], + "delta_mse": -0.05638927726309399, + "text_cosine": 0.7170653074020665, + "visual_cosine": 0.852683788011256, + "captions": [ + "the picture shows a small orange circle, a purple circle, two small gray triangles and two", + "the picture shows two pink triangles and three small orange circles. the pink triangles ar" + ] + }, + { + "pair": [ + 50, + 416 + ], + "delta_mse": -0.055434739292670544, + "text_cosine": 0.7802355281108684, + "visual_cosine": 0.6714483271061575, + "captions": [ + "there are two small pink crosses, a pink square and three blue stars. the blue stars are l", + "you can see a brown circle, a small purple square, three small gray stars and a purple dia" + ] + }, + { + "pair": [ + 194, + 371 + ], + "delta_mse": -0.05414299492911732, + "text_cosine": 0.6762392683924248, + "visual_cosine": 0.8089702805356855, + "captions": [ + "the picture shows a small orange circle, a purple circle, two small gray triangles and two", + "the picture shows three yellow diamonds and four small brown triangles. the small brown tr" + ] + }, + { + "pair": [ + 62, + 222 + ], + "delta_mse": -0.05269647724437912, + "text_cosine": 0.7309957355287636, + "visual_cosine": 0.8877461000842783, + "captions": [ + "the picture shows a pink circle, a small brown star, a small green circle and two yellow t", + "you can see four red triangles and a large gray triangle. the red triangles are right of t" + ] + }, + { + "pair": [ + 62, + 247 + ], + "delta_mse": -0.05125200980532198, + "text_cosine": 0.7456396921668234, + "visual_cosine": 0.8652965960307932, + "captions": [ + "the picture shows a pink circle, a small brown star, a small green circle and two yellow t", + "the picture shows four orange triangles, a large brown circle and a orange cross. the oran" + ] + }, + { + "pair": [ + 247, + 507 + ], + "delta_mse": -0.050946195063916365, + "text_cosine": 0.6754264935739293, + "visual_cosine": 0.6680875796358189, + "captions": [ + "the picture shows four orange triangles, a large brown circle and a orange cross. the oran", + "there are four small yellow stars, three small purple crosses, four small yellow circles a" + ] + }, + { + "pair": [ + 194, + 233 + ], + "delta_mse": -0.04962401579962348, + "text_cosine": 0.7337300296556731, + "visual_cosine": 0.8872253264879996, + "captions": [ + "the picture shows a small orange circle, a purple circle, two small gray triangles and two", + "the picture shows four blue diamonds, three small pink triangles and three small purple cr" + ] + }, + { + "pair": [ + 62, + 470 + ], + "delta_mse": -0.04912346422034161, + "text_cosine": 0.7355657610718682, + "visual_cosine": 0.8069258549123419, + "captions": [ + "the picture shows a pink circle, a small brown star, a small green circle and two yellow t", + "the picture shows two pink triangles and three small orange circles. the pink triangles ar" + ] + }, + { + "pair": [ + 50, + 328 + ], + "delta_mse": -0.04853063000453827, + "text_cosine": 0.7526415234994995, + "visual_cosine": 0.7508413999881833, + "captions": [ + "there are two small pink crosses, a pink square and three blue stars. the blue stars are l", + "there are four small red squares, three small gray triangles, a white diamond and three sm" + ] + }, + { + "pair": [ + 222, + 416 + ], + "delta_mse": -0.048460559673171866, + "text_cosine": 0.7202962669956311, + "visual_cosine": 0.9069684017880651, + "captions": [ + "you can see four red triangles and a large gray triangle. the red triangles are right of t", + "you can see a brown circle, a small purple square, three small gray stars and a purple dia" + ] + }, + { + "pair": [ + 62, + 371 + ], + "delta_mse": -0.04715034573265042, + "text_cosine": 0.7536665019763497, + "visual_cosine": 0.8368631114707761, + "captions": [ + "the picture shows a pink circle, a small brown star, a small green circle and two yellow t", + "the picture shows three yellow diamonds and four small brown triangles. the small brown tr" + ] + }, + { + "pair": [ + 222, + 507 + ], + "delta_mse": -0.04669131813249716, + "text_cosine": 0.6734794473117705, + "visual_cosine": 0.6107857269064305, + "captions": [ + "you can see four red triangles and a large gray triangle. the red triangles are right of t", + "there are four small yellow stars, three small purple crosses, four small yellow circles a" + ] + }, + { + "pair": [ + 247, + 416 + ], + "delta_mse": -0.046537452351606785, + "text_cosine": 0.7420164732034873, + "visual_cosine": 0.8351902566800166, + "captions": [ + "the picture shows four orange triangles, a large brown circle and a orange cross. the oran", + "you can see a brown circle, a small purple square, three small gray stars and a purple dia" + ] + }, + { + "pair": [ + 50, + 333 + ], + "delta_mse": -0.04627658415295425, + "text_cosine": 0.793132086911705, + "visual_cosine": 0.8139995494837594, + "captions": [ + "there are two small pink crosses, a pink square and three blue stars. the blue stars are l", + "there are a small pink square, a small green triangle, two gray stars and a small orange c" + ] + }, + { + "pair": [ + 194, + 202 + ], + "delta_mse": -0.04615302425658457, + "text_cosine": 0.7140572663494446, + "visual_cosine": 0.8845058224125143, + "captions": [ + "the picture shows a small orange circle, a purple circle, two small gray triangles and two", + "the picture shows four small green circles, two small blue diamonds and four white crosses" + ] + } + ] + }, + "derangement_curve": [ + { + "k": 2, + "delta_mean": 0.0017662378959357738, + "delta_std": 0.005029567517340183, + "improving_fraction": 0.37 + }, + { + "k": 4, + "delta_mean": 0.001607954385690391, + "delta_std": 0.0069943927228450775, + "improving_fraction": 0.405 + }, + { + "k": 8, + "delta_mean": 0.00585423456504941, + "delta_std": 0.011221873573958874, + "improving_fraction": 0.24 + }, + { + "k": 16, + "delta_mean": 0.008260764181613922, + "delta_std": 0.013749639503657818, + "improving_fraction": 0.255 + }, + { + "k": 32, + "delta_mean": 0.01669389195740223, + "delta_std": 0.019128553569316864, + "improving_fraction": 0.185 + }, + { + "k": 64, + "delta_mean": 0.03277088329195976, + "delta_std": 0.025126470252871513, + "improving_fraction": 0.09 + }, + { + "k": 128, + "delta_mean": 0.06618223339319229, + "delta_std": 0.035017676651477814, + "improving_fraction": 0.035 + }, + { + "k": 256, + "delta_mean": 0.12079960852861404, + "delta_std": 0.04354327917098999, + "improving_fraction": 0.005 + }, + { + "k": 512, + "delta_mean": 0.21370099484920502, + "delta_std": 0.056425295770168304, + "improving_fraction": 0.0 + } + ], + "gate_c_descent_from_true": { + "start_accuracy": 1.0, + "final_accuracy": 0.005859375, + "final_objective": 1.2681742972507737, + "final_energy": { + "mse": 0.5457290619565172, + "mse_channels": [ + 0.5457290619565172 + ], + "mse_channel_mean": 0.5457290619565172, + "conditional_kl": 0.8835808666886968, + "m30_total": 1.2681742972507737 + }, + "accepted_moves": 803, + "moved_fraction": 0.994140625, + "mse_local_min_certificate": false, + "trajectory": [ + { + "step": 0, + "objective": 3.7717106415313615, + "accuracy": 0.99609375 + }, + { + "step": 50, + "objective": 2.1228504670193082, + "accuracy": 0.80078125 + }, + { + "step": 100, + "objective": 1.7823922531442475, + "accuracy": 0.611328125 + }, + { + "step": 150, + "objective": 1.634998579177853, + "accuracy": 0.45703125 + }, + { + "step": 200, + "objective": 1.5366498710225565, + "accuracy": 0.337890625 + }, + { + "step": 250, + "objective": 1.4626415484897795, + "accuracy": 0.23046875 + }, + { + "step": 300, + "objective": 1.4041869413947574, + "accuracy": 0.173828125 + }, + { + "step": 350, + "objective": 1.3602612682724806, + "accuracy": 0.103515625 + }, + { + "step": 400, + "objective": 1.3314595208098388, + "accuracy": 0.064453125 + }, + { + "step": 450, + "objective": 1.3116713983879276, + "accuracy": 0.04296875 + }, + { + "step": 500, + "objective": 1.299325697263211, + "accuracy": 0.025390625 + }, + { + "step": 550, + "objective": 1.288462404581824, + "accuracy": 0.021484375 + }, + { + "step": 600, + "objective": 1.2818403254915922, + "accuracy": 0.009765625 + }, + { + "step": 650, + "objective": 1.276260655315411, + "accuracy": 0.009765625 + }, + { + "step": 700, + "objective": 1.2727909729023885, + "accuracy": 0.0078125 + }, + { + "step": 750, + "objective": 1.2698787711916684, + "accuracy": 0.005859375 + }, + { + "step": 800, + "objective": 1.268223341376435, + "accuracy": 0.005859375 + } + ], + "final_permutation": [ + 96, + 292, + 224, + 351, + 265, + 254, + 424, + 28, + 333, + 330, + 430, + 391, + 342, + 63, + 390, + 197, + 3, + 502, + 290, + 293, + 317, + 167, + 316, + 156, + 381, + 487, + 376, + 481, + 215, + 77, + 125, + 347, + 420, + 70, + 401, + 461, + 90, + 68, + 209, + 8, + 146, + 346, + 406, + 491, + 298, + 82, + 211, + 180, + 58, + 148, + 62, + 421, + 151, + 143, + 495, + 499, + 35, + 260, + 26, + 71, + 47, + 6, + 216, + 231, + 371, + 40, + 153, + 270, + 98, + 449, + 362, + 84, + 287, + 369, + 435, + 460, + 428, + 439, + 477, + 54, + 144, + 454, + 468, + 196, + 394, + 36, + 471, + 297, + 442, + 114, + 441, + 375, + 403, + 280, + 79, + 210, + 509, + 190, + 307, + 60, + 445, + 365, + 73, + 255, + 219, + 154, + 443, + 237, + 273, + 329, + 207, + 257, + 93, + 19, + 377, + 41, + 76, + 389, + 223, + 404, + 56, + 485, + 233, + 87, + 33, + 357, + 65, + 432, + 407, + 332, + 122, + 169, + 178, + 412, + 238, + 395, + 262, + 27, + 465, + 397, + 184, + 49, + 11, + 383, + 44, + 183, + 276, + 173, + 10, + 55, + 478, + 133, + 195, + 243, + 339, + 308, + 204, + 15, + 170, + 127, + 422, + 157, + 368, + 139, + 336, + 338, + 2, + 74, + 294, + 140, + 21, + 66, + 284, + 448, + 192, + 152, + 480, + 67, + 106, + 267, + 364, + 504, + 118, + 92, + 83, + 46, + 7, + 498, + 386, + 43, + 374, + 29, + 242, + 193, + 398, + 354, + 234, + 81, + 162, + 48, + 136, + 318, + 458, + 393, + 366, + 39, + 453, + 20, + 259, + 384, + 32, + 75, + 232, + 387, + 415, + 466, + 379, + 272, + 94, + 417, + 414, + 353, + 246, + 251, + 59, + 116, + 325, + 1, + 490, + 510, + 467, + 315, + 53, + 507, + 182, + 427, + 221, + 203, + 301, + 186, + 24, + 121, + 14, + 91, + 462, + 34, + 429, + 194, + 226, + 171, + 402, + 470, + 388, + 240, + 335, + 321, + 25, + 111, + 4, + 313, + 361, + 57, + 511, + 493, + 241, + 380, + 17, + 248, + 323, + 431, + 155, + 230, + 496, + 261, + 289, + 489, + 217, + 165, + 141, + 312, + 78, + 434, + 22, + 309, + 256, + 38, + 503, + 138, + 331, + 129, + 126, + 159, + 131, + 172, + 228, + 459, + 150, + 99, + 413, + 450, + 130, + 199, + 160, + 222, + 340, + 500, + 348, + 88, + 324, + 31, + 51, + 163, + 423, + 181, + 174, + 208, + 145, + 85, + 97, + 319, + 201, + 277, + 164, + 310, + 185, + 350, + 341, + 281, + 253, + 263, + 112, + 304, + 437, + 474, + 134, + 295, + 113, + 229, + 80, + 286, + 275, + 69, + 327, + 433, + 444, + 505, + 168, + 288, + 225, + 37, + 206, + 326, + 12, + 166, + 104, + 296, + 483, + 363, + 30, + 303, + 356, + 457, + 213, + 302, + 469, + 103, + 266, + 334, + 300, + 343, + 100, + 188, + 120, + 158, + 358, + 128, + 124, + 399, + 484, + 475, + 440, + 473, + 382, + 218, + 486, + 149, + 305, + 5, + 179, + 271, + 117, + 355, + 202, + 360, + 425, + 501, + 61, + 373, + 426, + 187, + 385, + 494, + 227, + 283, + 419, + 455, + 50, + 349, + 492, + 105, + 147, + 119, + 200, + 482, + 410, + 269, + 52, + 456, + 0, + 299, + 408, + 322, + 198, + 220, + 235, + 247, + 452, + 447, + 9, + 264, + 249, + 282, + 508, + 396, + 463, + 23, + 497, + 479, + 464, + 367, + 418, + 278, + 115, + 438, + 436, + 45, + 392, + 291, + 214, + 177, + 314, + 405, + 506, + 101, + 72, + 344, + 359, + 378, + 161, + 135, + 488, + 372, + 311, + 108, + 175, + 320, + 16, + 137, + 212, + 285, + 416, + 252, + 244, + 102, + 409, + 132, + 42, + 268, + 86, + 89, + 110, + 411, + 205, + 18, + 400, + 306, + 250, + 123, + 451, + 13, + 345, + 476, + 258, + 107, + 239, + 95, + 352, + 191, + 236, + 245, + 189, + 64, + 370, + 337, + 176, + 274, + 446, + 472, + 142, + 109, + 279, + 328 + ] + }, + "gate_c_descent_from_random": [ + { + "start_accuracy": 0.001953125, + "final_accuracy": 0.0, + "final_objective": 1.2569227905469373, + "final_energy": { + "mse": 0.5400578023860086, + "mse_channels": [ + 0.5400578023860086 + ], + "mse_channel_mean": 0.5400578023860086, + "conditional_kl": 0.8840359288746001, + "m30_total": 1.2569227905469373 + }, + "accepted_moves": 920, + "moved_fraction": 0.990234375, + "mse_local_min_certificate": false, + "trajectory": [ + { + "step": 0, + "objective": 4.206244629520504, + "accuracy": 0.001953125 + }, + { + "step": 50, + "objective": 2.330751153217438, + "accuracy": 0.00390625 + }, + { + "step": 100, + "objective": 1.8675034064908198, + "accuracy": 0.005859375 + }, + { + "step": 150, + "objective": 1.661278558722982, + "accuracy": 0.00390625 + }, + { + "step": 200, + "objective": 1.5446592137224, + "accuracy": 0.001953125 + }, + { + "step": 250, + "objective": 1.4666266838223259, + "accuracy": 0.0 + }, + { + "step": 300, + "objective": 1.4105169440156269, + "accuracy": 0.0 + }, + { + "step": 350, + "objective": 1.3687527465003524, + "accuracy": 0.0 + }, + { + "step": 400, + "objective": 1.3403764611284914, + "accuracy": 0.0 + }, + { + "step": 450, + "objective": 1.3212130070649832, + "accuracy": 0.001953125 + }, + { + "step": 500, + "objective": 1.3079814167239785, + "accuracy": 0.001953125 + }, + { + "step": 550, + "objective": 1.29333995652374, + "accuracy": 0.00390625 + }, + { + "step": 600, + "objective": 1.2854426175724494, + "accuracy": 0.00390625 + }, + { + "step": 650, + "objective": 1.2803463971105162, + "accuracy": 0.00390625 + }, + { + "step": 700, + "objective": 1.276878965911955, + "accuracy": 0.00390625 + }, + { + "step": 750, + "objective": 1.2647267502653692, + "accuracy": 0.001953125 + }, + { + "step": 800, + "objective": 1.2609966335205836, + "accuracy": 0.001953125 + }, + { + "step": 850, + "objective": 1.2581452769165895, + "accuracy": 0.0 + }, + { + "step": 900, + "objective": 1.257154450340661, + "accuracy": 0.0 + } + ] + }, + { + "start_accuracy": 0.0, + "final_accuracy": 0.0, + "final_objective": 1.2701455839890659, + "final_energy": { + "mse": 0.5457161494983989, + "mse_channels": [ + 0.5457161494983989 + ], + "mse_channel_mean": 0.5457161494983989, + "conditional_kl": 0.8935664249613409, + "m30_total": 1.2701455839890659 + }, + "accepted_moves": 786, + "moved_fraction": 0.99609375, + "mse_local_min_certificate": false, + "trajectory": [ + { + "step": 0, + "objective": 4.148671586125263, + "accuracy": 0.0 + }, + { + "step": 50, + "objective": 2.3489583192418766, + "accuracy": 0.0 + }, + { + "step": 100, + "objective": 1.883637239880539, + "accuracy": 0.0 + }, + { + "step": 150, + "objective": 1.6808782233173911, + "accuracy": 0.001953125 + }, + { + "step": 200, + "objective": 1.5520977521275383, + "accuracy": 0.00390625 + }, + { + "step": 250, + "objective": 1.4631149415988676, + "accuracy": 0.001953125 + }, + { + "step": 300, + "objective": 1.4038861845836759, + "accuracy": 0.001953125 + }, + { + "step": 350, + "objective": 1.3616482994726546, + "accuracy": 0.001953125 + }, + { + "step": 400, + "objective": 1.3314265119810316, + "accuracy": 0.001953125 + }, + { + "step": 450, + "objective": 1.3097852129967895, + "accuracy": 0.001953125 + }, + { + "step": 500, + "objective": 1.295324069244641, + "accuracy": 0.001953125 + }, + { + "step": 550, + "objective": 1.2869616600735883, + "accuracy": 0.001953125 + }, + { + "step": 600, + "objective": 1.2810485850967281, + "accuracy": 0.001953125 + }, + { + "step": 650, + "objective": 1.2772401428362459, + "accuracy": 0.001953125 + }, + { + "step": 700, + "objective": 1.2739018646133884, + "accuracy": 0.0 + }, + { + "step": 750, + "objective": 1.2712917618069906, + "accuracy": 0.0 + } + ] + }, + { + "start_accuracy": 0.00390625, + "final_accuracy": 0.001953125, + "final_objective": 1.254804409775871, + "final_energy": { + "mse": 0.5388598636638616, + "mse_channels": [ + 0.5388598636638616 + ], + "mse_channel_mean": 0.5388598636638616, + "conditional_kl": 0.8854234122407395, + "m30_total": 1.254804409775871 + }, + "accepted_moves": 899, + "moved_fraction": 0.994140625, + "mse_local_min_certificate": false, + "trajectory": [ + { + "step": 0, + "objective": 4.405904749533977, + "accuracy": 0.00390625 + }, + { + "step": 50, + "objective": 2.426637643482903, + "accuracy": 0.005859375 + }, + { + "step": 100, + "objective": 1.902253107091306, + "accuracy": 0.005859375 + }, + { + "step": 150, + "objective": 1.67364802021831, + "accuracy": 0.0078125 + }, + { + "step": 200, + "objective": 1.552831079245477, + "accuracy": 0.0078125 + }, + { + "step": 250, + "objective": 1.468783750754087, + "accuracy": 0.005859375 + }, + { + "step": 300, + "objective": 1.4106190000995036, + "accuracy": 0.005859375 + }, + { + "step": 350, + "objective": 1.3682462490445908, + "accuracy": 0.005859375 + }, + { + "step": 400, + "objective": 1.3397169795944677, + "accuracy": 0.0078125 + }, + { + "step": 450, + "objective": 1.3165119789883315, + "accuracy": 0.005859375 + }, + { + "step": 500, + "objective": 1.2994707845653446, + "accuracy": 0.005859375 + }, + { + "step": 550, + "objective": 1.2875663503787818, + "accuracy": 0.00390625 + }, + { + "step": 600, + "objective": 1.276923249436781, + "accuracy": 0.00390625 + }, + { + "step": 650, + "objective": 1.2698904345836306, + "accuracy": 0.005859375 + }, + { + "step": 700, + "objective": 1.2648102188982886, + "accuracy": 0.005859375 + }, + { + "step": 750, + "objective": 1.2603328453355176, + "accuracy": 0.005859375 + }, + { + "step": 800, + "objective": 1.258068680352808, + "accuracy": 0.001953125 + }, + { + "step": 850, + "objective": 1.2560540722366702, + "accuracy": 0.001953125 + } + ] + } + ], + "verdict": { + "true_m30_total": 3.915122709561097, + "identity_is_local_min_mse": false, + "descent_from_true_stays": 0.005859375, + "on_manifold_counterfeit_found": true, + "best_random_descent_m30_total": 1.254804409775871 + } +}
\ No newline at end of file |
