diff options
Diffstat (limited to 'artifacts/synth_v0/content_gate_simmim_k32.json')
| -rw-r--r-- | artifacts/synth_v0/content_gate_simmim_k32.json | 471 |
1 files changed, 471 insertions, 0 deletions
diff --git a/artifacts/synth_v0/content_gate_simmim_k32.json b/artifacts/synth_v0/content_gate_simmim_k32.json new file mode 100644 index 0000000..0766260 --- /dev/null +++ b/artifacts/synth_v0/content_gate_simmim_k32.json @@ -0,0 +1,471 @@ +{ + "protocol": "Content-projected states, directions fitted without pairs on held-out scenes; the complete assignment gate is scored with hidden pairs.", + "dataset": "flickr", + "dims": 32, + "samples": 512, + "gate_a": { + "true": { + "mse": 1.844810211280161, + "mse_channels": [ + 1.844810211280161 + ], + "mse_channel_mean": 1.844810211280161, + "conditional_kl": 137.15283750731368, + "m30_total": 31.120187924023057 + }, + "similarity_shift": { + "mse": 2.004996945997749, + "mse_channels": [ + 2.004996945997749 + ], + "mse_channel_mean": 2.004996945997749, + "conditional_kl": 171.62256096780501, + "m30_total": 38.334506085556505 + }, + "random": { + "mse": { + "mean": 1.9999890327453613, + "std": 0.006502027157694101, + "min": 1.976330280303955, + "true_z": 23.8662166595459, + "true_rank_among_random": 0, + "count": 1000 + }, + "mse_channel_mean": { + "mean": 1.9999890327453613, + "std": 0.006502027157694101, + "min": 1.976330280303955, + "true_z": 23.8662166595459, + "true_rank_among_random": 0, + "count": 1000 + }, + "conditional_kl": { + "mean": 172.59413146972656, + "std": 0.8811267614364624, + "min": 169.89364624023438, + "true_z": 40.22270202636719, + "true_rank_among_random": 0, + "count": 1000 + }, + "m30_total": { + "mean": 38.51880645751953, + "std": 0.17819947004318237, + "min": 37.971012115478516, + "true_z": 41.51874542236328, + "true_rank_among_random": 0, + "count": 1000 + } + } + }, + "gate_b": { + "pairs": 130816, + "improving_pairs": 6729, + "improving_fraction": 0.05143866193737769, + "delta_mean": 0.001239330213353294, + "delta_min": -0.008128058275144848, + "identity_is_local_min_mse": false, + "worst_improving_swaps": [ + { + "pair": [ + 44, + 468 + ], + "delta_mse": -0.008128058275144848, + "text_cosine": 1.5612499384259757, + "visual_cosine": -2.7689657138423684 + }, + { + "pair": [ + 44, + 67 + ], + "delta_mse": -0.007586740551768971, + "text_cosine": -0.43287228875729283, + "visual_cosine": -5.086753941409695 + }, + { + "pair": [ + 44, + 62 + ], + "delta_mse": -0.007125813375887883, + "text_cosine": -0.6928210192309991, + "visual_cosine": -3.434739305124902 + }, + { + "pair": [ + 44, + 495 + ], + "delta_mse": -0.007120108622317686, + "text_cosine": -0.9750438221195373, + "visual_cosine": -3.222959159022599 + }, + { + "pair": [ + 44, + 85 + ], + "delta_mse": -0.006695005565022447, + "text_cosine": -0.39104471209744573, + "visual_cosine": -3.5084679431578882 + }, + { + "pair": [ + 0, + 44 + ], + "delta_mse": -0.006491390155252355, + "text_cosine": 0.9397540805698859, + "visual_cosine": -4.1194203048096005 + }, + { + "pair": [ + 337, + 495 + ], + "delta_mse": -0.00629538176804794, + "text_cosine": -0.24228143709408076, + "visual_cosine": -3.392061341909287 + }, + { + "pair": [ + 44, + 53 + ], + "delta_mse": -0.0061662610559064905, + "text_cosine": -0.9026227847738374, + "visual_cosine": -3.1552342831674447 + }, + { + "pair": [ + 36, + 44 + ], + "delta_mse": -0.0058999521938150334, + "text_cosine": -0.4296819615253912, + "visual_cosine": -2.974524633398935 + }, + { + "pair": [ + 411, + 495 + ], + "delta_mse": -0.005676624840686077, + "text_cosine": -0.2635911374880898, + "visual_cosine": -3.181174947422931 + }, + { + "pair": [ + 44, + 203 + ], + "delta_mse": -0.005614514039757846, + "text_cosine": -0.40713098871940995, + "visual_cosine": -4.383080219726325 + }, + { + "pair": [ + 67, + 337 + ], + "delta_mse": -0.005610249606507696, + "text_cosine": -1.3503613818617461, + "visual_cosine": -3.7797333937646833 + }, + { + "pair": [ + 337, + 468 + ], + "delta_mse": -0.005598396188044702, + "text_cosine": -1.4080000855393644, + "visual_cosine": -3.0878435021236004 + }, + { + "pair": [ + 26, + 44 + ], + "delta_mse": -0.005509493680000466, + "text_cosine": -0.11621733050711933, + "visual_cosine": -4.134339810712093 + }, + { + "pair": [ + 384, + 411 + ], + "delta_mse": -0.005409247301562223, + "text_cosine": -0.7906092572622423, + "visual_cosine": -2.870932810458305 + }, + { + "pair": [ + 44, + 229 + ], + "delta_mse": -0.005404972263575057, + "text_cosine": -0.7432228189130635, + "visual_cosine": -3.6985020700171165 + }, + { + "pair": [ + 44, + 197 + ], + "delta_mse": -0.005308725763337642, + "text_cosine": -0.07460056918828972, + "visual_cosine": -4.784314440312638 + }, + { + "pair": [ + 411, + 446 + ], + "delta_mse": -0.0052749546309531405, + "text_cosine": 0.6776748670955213, + "visual_cosine": -3.4307650195756514 + }, + { + "pair": [ + 0, + 337 + ], + "delta_mse": -0.005215021377308596, + "text_cosine": -0.9118954938025817, + "visual_cosine": -2.775284153246821 + }, + { + "pair": [ + 337, + 385 + ], + "delta_mse": -0.0051436506694668505, + "text_cosine": 1.7781635256151704, + "visual_cosine": -2.574617913091009 + } + ] + }, + "descent_from_true": { + "start_accuracy": 1.0, + "final_accuracy": 0.009765625, + "final_objective": 1.5688702240501762, + "final_energy": { + "mse": 1.5688702240501762, + "mse_channels": [ + 1.5688702240501762 + ], + "mse_channel_mean": 1.5688702240501762, + "conditional_kl": 124.80006548339843, + "m30_total": 28.09775354478004 + }, + "accepted_moves": 1011, + "moved_fraction": 0.990234375, + "mse_local_min_certificate": true, + "trajectory": [ + { + "step": 0, + "objective": 1.836682153005016, + "accuracy": 0.99609375 + }, + { + "step": 50, + "objective": 1.7540454121483582, + "accuracy": 0.810546875 + }, + { + "step": 100, + "objective": 1.7155301515371122, + "accuracy": 0.65234375 + }, + { + "step": 150, + "objective": 1.6859674597753478, + "accuracy": 0.501953125 + }, + { + "step": 200, + "objective": 1.6626857122849417, + "accuracy": 0.384765625 + }, + { + "step": 250, + "objective": 1.6442835779918294, + "accuracy": 0.294921875 + }, + { + "step": 300, + "objective": 1.6299289104772625, + "accuracy": 0.224609375 + }, + { + "step": 350, + "objective": 1.618714428659824, + "accuracy": 0.1640625 + }, + { + "step": 400, + "objective": 1.6094114795326397, + "accuracy": 0.11328125 + }, + { + "step": 450, + "objective": 1.6011428657007496, + "accuracy": 0.083984375 + }, + { + "step": 500, + "objective": 1.595125917571092, + "accuracy": 0.068359375 + }, + { + "step": 550, + "objective": 1.5898438045117038, + "accuracy": 0.0546875 + }, + { + "step": 600, + "objective": 1.5850386783075012, + "accuracy": 0.041015625 + }, + { + "step": 650, + "objective": 1.5817489479077362, + "accuracy": 0.033203125 + }, + { + "step": 700, + "objective": 1.5790571929400437, + "accuracy": 0.017578125 + }, + { + "step": 750, + "objective": 1.5768918645924703, + "accuracy": 0.015625 + }, + { + "step": 800, + "objective": 1.5732990009406131, + "accuracy": 0.015625 + }, + { + "step": 850, + "objective": 1.571967851497371, + "accuracy": 0.013671875 + }, + { + "step": 900, + "objective": 1.5704626565804258, + "accuracy": 0.013671875 + }, + { + "step": 950, + "objective": 1.5697695375884466, + "accuracy": 0.013671875 + }, + { + "step": 1000, + "objective": 1.5689690074752038, + "accuracy": 0.009765625 + } + ] + }, + "descent_from_random": [ + { + "start_accuracy": 0.00390625, + "final_accuracy": 0.0, + "final_objective": 1.5586234547779543, + "final_energy": { + "mse": 1.5586234547779543, + "mse_channels": [ + 1.5586234547779543 + ], + "mse_channel_mean": 1.5586234547779543, + "conditional_kl": 126.79909755706429, + "m30_total": 28.477066420968768 + }, + "accepted_moves": 957, + "moved_fraction": 0.9921875, + "mse_local_min_certificate": true + }, + { + "start_accuracy": 0.0, + "final_accuracy": 0.001953125, + "final_objective": 1.572073356332826, + "final_energy": { + "mse": 1.572073356332826, + "mse_channels": [ + 1.572073356332826 + ], + "mse_channel_mean": 1.572073356332826, + "conditional_kl": 128.55083397529833, + "m30_total": 28.85431350772532 + }, + "accepted_moves": 792, + "moved_fraction": 0.998046875, + "mse_local_min_certificate": true + }, + { + "start_accuracy": 0.001953125, + "final_accuracy": 0.001953125, + "final_objective": 1.5586501101673844, + "final_energy": { + "mse": 1.5586501101673844, + "mse_channels": [ + 1.5586501101673844 + ], + "mse_channel_mean": 1.5586501101673844, + "conditional_kl": 126.27871960900215, + "m30_total": 28.3730441421352 + }, + "accepted_moves": 861, + "moved_fraction": 0.9921875, + "mse_local_min_certificate": true + }, + { + "start_accuracy": 0.0, + "final_accuracy": 0.0, + "final_objective": 1.5667351390718218, + "final_energy": { + "mse": 1.5667351390718218, + "mse_channels": [ + 1.5667351390718218 + ], + "mse_channel_mean": 1.5667351390718218, + "conditional_kl": 124.38017684176847, + "m30_total": 28.00950564649734 + }, + "accepted_moves": 854, + "moved_fraction": 0.994140625, + "mse_local_min_certificate": true + }, + { + "start_accuracy": 0.001953125, + "final_accuracy": 0.00390625, + "final_objective": 1.5579046963474938, + "final_energy": { + "mse": 1.5579046963474938, + "mse_channels": [ + 1.5579046963474938 + ], + "mse_channel_mean": 1.5579046963474938, + "conditional_kl": 124.79006043459924, + "m30_total": 28.07382147961484 + }, + "accepted_moves": 930, + "moved_fraction": 1.0, + "mse_local_min_certificate": true + } + ], + "verdict": { + "true_z_mse": 23.8662166595459, + "improving_fraction": 0.05143866193737769, + "identity_strict_local_min": false, + "descent_keeps": 0.009765625, + "true_mse": 1.844810211280161, + "best_random_descent": 1.5579046963474938, + "best_random_accuracy": 0.00390625, + "counterfeit_found": true + } +}
\ No newline at end of file |
