geolip-SVAE / v18_johanna_curriculum /diagnostic_output_e300.json
AbstractPhil's picture
Create diagnostic_output_e300.json
3866c34 verified
raw
history blame
10.9 kB
{
"config": {
"V": 256,
"D": 16,
"patch_size": 16,
"hidden": 768,
"depth": 4,
"n_cross_layers": 2,
"target_cv": 0.125,
"dataset": "curriculum_noise",
"img_size": 64,
"lr": 0.0003
},
"image_datasets": {
"cifar10": {
"label": "CIFAR-10\u219264",
"mse_mean": 0.0014347061514854431,
"mse_std": 0.0035109403543174267,
"mse_min": 0.00036670686677098274,
"mse_max": 0.02804356999695301,
"S0": 4.297059059143066,
"SD": 1.8400815725326538,
"ratio": 2.335254669189453,
"erank": 15.757864952087402,
"fidelity": 99.85653162002563
},
"mnist": {
"label": "MNIST\u219264",
"mse_mean": 0.0014255789574235678,
"mse_std": 0.0003838766715489328,
"mse_min": 0.0009477993589825928,
"mse_max": 0.0027567630168050528,
"S0": 4.296897888183594,
"SD": 1.83693265914917,
"ratio": 2.339169979095459,
"erank": 15.75734806060791,
"fidelity": 99.8574435710907
},
"tiny_imagenet": {
"label": "TinyImageNet\u219264",
"mse_mean": 0.004735944792628288,
"mse_std": 0.0068034762516617775,
"mse_min": 0.0003534757997840643,
"mse_max": 0.0489242784678936,
"S0": 4.297494888305664,
"SD": 1.844409704208374,
"ratio": 2.3300108909606934,
"erank": 15.758447647094727,
"fidelity": 99.52640533447266
},
"imagenet128": {
"label": "ImageNet-128\u219264",
"mse_mean": 0.002932386938482523,
"mse_std": 0.008305463008582592,
"mse_min": 0.0005107235629111528,
"mse_max": 0.06651423126459122,
"S0": 4.296170234680176,
"SD": 1.8447363376617432,
"ratio": 2.3288803100585938,
"erank": 15.758931159973145,
"fidelity": 99.70676302909851
},
"imagenet256": {
"label": "ImageNet-256\u219264",
"mse_mean": 0.003373820800334215,
"mse_std": 0.00939043890684843,
"mse_min": 0.0005268495297059417,
"mse_max": 0.0749613344669342,
"S0": 4.296170234680176,
"SD": 1.8447273969650269,
"ratio": 2.3288917541503906,
"erank": 15.758930206298828,
"fidelity": 99.66261982917786
}
},
"noise_types": {
"gaussian": {
"mse_mean": 0.2886161804199219,
"mse_std": 0.0077516548335552216,
"S0": 4.2976789474487305,
"SD": 1.8385813236236572,
"ratio": 2.3374972343444824,
"erank": 15.757594108581543,
"byte_exact": 0.023179372772574425,
"byte_within1": 0.06980133056640625
},
"uniform": {
"mse_mean": 0.09659423679113388,
"mse_std": 0.0027394602075219154,
"S0": 4.296614646911621,
"SD": 1.8364839553833008,
"ratio": 2.339587450027466,
"erank": 15.75722885131836,
"byte_exact": 0.03953297808766365,
"byte_within1": 0.1183675155043602
},
"uniform_scaled": {
"mse_mean": 0.3850646913051605,
"mse_std": 0.007132471073418856,
"S0": 4.297467231750488,
"SD": 1.8398751020431519,
"ratio": 2.3357386589050293,
"erank": 15.757889747619629,
"byte_exact": 0.019789377227425575,
"byte_within1": 0.059528350830078125
},
"poisson": {
"mse_mean": 0.05631270632147789,
"mse_std": 0.059722624719142914,
"S0": 4.2967119216918945,
"SD": 1.8365355730056763,
"ratio": 2.3395745754241943,
"erank": 15.757218360900879,
"byte_exact": 0.06762949377298355,
"byte_within1": 0.20140330493450165
},
"pink": {
"mse_mean": 0.001325038610957563,
"mse_std": 0.001498894882388413,
"S0": 4.331319808959961,
"SD": 2.2164804935455322,
"ratio": 1.9541429281234741,
"erank": 15.804304122924805,
"byte_exact": 0.7337977290153503,
"byte_within1": 0.9098625183105469
},
"brown": {
"mse_mean": 0.0010676529491320252,
"mse_std": 0.001300301868468523,
"S0": 4.332561492919922,
"SD": 2.215461254119873,
"ratio": 1.9556024074554443,
"erank": 15.804342269897461,
"byte_exact": 0.7268803715705872,
"byte_within1": 0.9237658381462097
},
"salt_pepper": {
"mse_mean": 0.7266831398010254,
"mse_std": 0.02865126170217991,
"S0": 4.296142578125,
"SD": 1.8696966171264648,
"ratio": 2.2977752685546875,
"erank": 15.764196395874023,
"byte_exact": 0.019995370879769325,
"byte_within1": 0.05995432659983635
},
"sparse": {
"mse_mean": 0.18902762234210968,
"mse_std": 0.008378366008400917,
"S0": 4.297026634216309,
"SD": 1.8373357057571411,
"ratio": 2.3387269973754883,
"erank": 15.757360458374023,
"byte_exact": 0.040803272277116776,
"byte_within1": 0.12197113037109375
},
"block": {
"mse_mean": 0.011099232360720634,
"mse_std": 0.013453341089189053,
"S0": 4.298161506652832,
"SD": 1.8415257930755615,
"ratio": 2.334021806716919,
"erank": 15.758216857910156,
"byte_exact": 0.25016021728515625,
"byte_within1": 0.5908978581428528
},
"gradient": {
"mse_mean": 0.07368763536214828,
"mse_std": 0.001773475669324398,
"S0": 4.295886993408203,
"SD": 1.841874122619629,
"ratio": 2.332345485687256,
"erank": 15.758503913879395,
"byte_exact": 0.046288806945085526,
"byte_within1": 0.13783009350299835
},
"checkerboard": {
"mse_mean": 0.026502303779125214,
"mse_std": 0.000645435182377696,
"S0": 4.298178672790527,
"SD": 1.8394688367843628,
"ratio": 2.336641311645508,
"erank": 15.757760047912598,
"byte_exact": 0.07736968994140625,
"byte_within1": 0.22842152416706085
},
"mixed": {
"mse_mean": 0.10527042299509048,
"mse_std": 0.03688870370388031,
"S0": 4.296633720397949,
"SD": 1.8366726636886597,
"ratio": 2.339357376098633,
"erank": 15.757261276245117,
"byte_exact": 0.04016876220703125,
"byte_within1": 0.1195831298828125
},
"structural": {
"mse_mean": 0.17544668912887573,
"mse_std": 0.006575456354767084,
"S0": 4.307066917419434,
"SD": 1.9492502212524414,
"ratio": 2.209601879119873,
"erank": 15.773061752319336,
"byte_exact": 0.21276219189167023,
"byte_within1": 0.2740936279296875
},
"cauchy": {
"mse_mean": 0.8427785038948059,
"mse_std": 0.020405219867825508,
"S0": 4.297488212585449,
"SD": 1.8460646867752075,
"ratio": 2.327918529510498,
"erank": 15.7590913772583,
"byte_exact": 0.0134493513032794,
"byte_within1": 0.04004160687327385
},
"exponential": {
"mse_mean": 0.26751795411109924,
"mse_std": 0.007822155952453613,
"S0": 4.2975873947143555,
"SD": 1.8381683826446533,
"ratio": 2.337972640991211,
"erank": 15.757513999938965,
"byte_exact": 0.025768280029296875,
"byte_within1": 0.07705942541360855
},
"laplace": {
"mse_mean": 0.5420289039611816,
"mse_std": 0.013301815837621689,
"S0": 4.297547817230225,
"SD": 1.8408969640731812,
"ratio": 2.3344857692718506,
"erank": 15.758106231689453,
"byte_exact": 0.017190298065543175,
"byte_within1": 0.052120208740234375
}
},
"text": {
"Hello, world! This is a test of the geom": {
"mse": 0.0010953543242067099,
"byte_acc": 0.03703703731298447
},
"The quick brown fox jumps over the lazy ": {
"mse": 0.0010851288679987192,
"byte_acc": 0.0181818176060915
},
"import torch; model = PatchSVAE(); outpu": {
"mse": 0.0010681533021852374,
"byte_acc": 0.0
},
"E = mc\u00b2 \u2014 Albert Einstein, theoretical p": {
"mse": 0.0011298768222332,
"byte_acc": 0.0
},
"To be, or not to be, that is the questio": {
"mse": 0.0011395657202228904,
"byte_acc": 0.017241379246115685
},
"\u222b\u2080^\u221e e^(-x\u00b2) dx = \u221a\u03c0/2 \u2014 Gaussian integr": {
"mse": 0.0012817305978387594,
"byte_acc": 0.0
},
"01101000 01100101 01101100 01101100 0110": {
"mse": 0.0010446326341480017,
"byte_acc": 0.016393441706895828
},
"SELECT * FROM models WHERE cv BETWEEN 0.": {
"mse": 0.0010333505924791098,
"byte_acc": 0.01923076994717121
}
},
"piecemeal": {
"gaussian": 0.2881821095943451,
"uniform": 0.09624352306127548,
"pink": 0.0006394972442649305,
"salt_pepper": 0.7255234718322754,
"cauchy": 0.8445295691490173
},
"signal_survival": {
"cifar10": {
"survival": 100.4367528204266,
"snr": 28.14120036847449
},
"mnist": {
"survival": 100.24542360575926,
"snr": 27.32563422996327
},
"tiny_imagenet": {
"survival": 99.39334267356153,
"snr": 22.74953529430487
},
"imagenet128": {
"survival": 100.36820346533295,
"snr": 26.553161467892533
},
"imagenet256": {
"survival": 100.34640214616964,
"snr": 25.971234282315912
},
"gaussian": {
"survival": 69.41721567412671,
"snr": 5.408560835738218
},
"pink": {
"survival": 99.90278609869983,
"snr": 31.36067843690602
},
"salt_pepper": {
"survival": 89.36883987080029,
"snr": 7.439095668373767
},
"cauchy": {
"survival": 69.29348994149203,
"snr": 5.461273405311193
}
},
"alpha": {
"layer_0": {
"mean": 0.05629274249076843,
"max": 0.06006751209497452,
"min": 0.05116058140993118,
"std": 0.002453029388561845,
"values": [
0.06006751209497452,
0.0591709204018116,
0.059410709887742996,
0.05934760719537735,
0.056799840182065964,
0.05789351090788841,
0.0569395087659359,
0.05661381408572197,
0.054646458476781845,
0.05604906007647514,
0.05461455136537552,
0.054723966866731644,
0.054879408329725266,
0.054339487105607986,
0.05402696132659912,
0.05116058140993118
]
},
"layer_1": {
"mean": 0.057577453553676605,
"max": 0.06145685911178589,
"min": 0.05558929964900017,
"std": 0.0017885520355775952,
"values": [
0.05910342559218407,
0.059786856174468994,
0.059539224952459335,
0.05954492837190628,
0.06145685911178589,
0.05699703097343445,
0.057837218046188354,
0.05728701874613762,
0.0571381039917469,
0.055610667914152145,
0.05702045559883118,
0.05618014559149742,
0.05567823722958565,
0.05611863359808922,
0.05635116249322891,
0.05558929964900017
]
}
},
"compression": {
"input_values": 12288,
"latent_values": 256,
"ratio": 48.0
}
}