Add deep EBMs #66
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| [ | ||
| { | ||
| "label": "PCD SiLU NoW2", | ||
| "file": "pcd_trains/BEBM_SiLUNoW2_MNIST_DMALA1000_h500_init2e-3_lr1_1M.h5", | ||
| "n_saved": 149, | ||
| "last_update": 165958, | ||
| "keys": [ | ||
| "activation_id", | ||
| "net.0.bias", | ||
| "net.0.weight", | ||
| "visible_field" | ||
| ], | ||
| "vf_norm": 83033.9921875, | ||
| "vf_max": 11102.6220703125, | ||
| "vf_mean": -1595.8912353515625, | ||
| "w1_shape": "(500, 784)", | ||
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| "w1_top100": 3777.509765625, | ||
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| "b1_mean": -186.12503051757812, | ||
| "b1_std": 4.241181373596191, | ||
| "b1_max": 199.09078979492188 | ||
| }, | ||
| { | ||
| "label": "PCD Sigmoid NoW2", | ||
| "file": "pcd_trains/BEBM_SigmoidNoW2_MNIST_DMALA1000_h500_init2e-3_lr1_1M.h5", | ||
| "n_saved": 149, | ||
| "last_update": 165958, | ||
| "keys": [ | ||
| "activation_id", | ||
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| "visible_field" | ||
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| }, | ||
| { | ||
| "label": "PCD SiLU W2", | ||
| "file": "pcd_trains/BEBM_SiLUW2_MNIST_DMALA1000_h500_init2e-3_lr1e-1_1M.h5", | ||
| "n_saved": 134, | ||
| "last_update": 58884, | ||
| "keys": [ | ||
| "net.0.bias", | ||
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| "visible_field" | ||
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| "w1_fro": 131.73036193847656, | ||
| "w2_shape": "(1, 500)", | ||
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| "b1_std": 2.4273900985717773, | ||
| "b1_max": 23.419179916381836 | ||
| }, | ||
| { | ||
| "label": "PTT SiLU NoW2", | ||
| "file": "ptt_trains/BEBM_SiLUNoW2_MNIST_PTT_DMALA1000_h500_init2e-3_lr1_500k.h5", | ||
| "n_saved": 148, | ||
| "last_update": 65407, | ||
| "keys": [ | ||
| "activation_id", | ||
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| "vf_norm": 237.40695190429688, | ||
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| "b1_std": 1.0010740756988525, | ||
| "b1_max": 3.9160094261169434 | ||
| }, | ||
| { | ||
| "label": "PTT SiLU W2", | ||
| "file": "ptt_trains/BEBM_SiLUW2_MNIST_PTT_DMALA1000_h500_init2e-3_lr1e-1_500k.h5", | ||
| "n_saved": 163, | ||
| "last_update": 33879, | ||
| "keys": [ | ||
| "net.0.bias", | ||
| "net.0.weight", | ||
| "net.2.bias", | ||
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| "vf_norm": 153.01023864746094, | ||
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| "vf_mean": -4.340636730194092, | ||
| "w1_shape": "(500, 784)", | ||
| "w1_top1": 7.3609299659729, | ||
| "w1_top10": 4.708344459533691, | ||
| "w1_top100": 1.409213662147522, | ||
| "w1_rank1_share": 0.1199466660618782, | ||
| "w1_fro": 21.253896713256836, | ||
| "w2_shape": "(1, 500)", | ||
| "w2_norm": 35.71017837524414, | ||
| "w2_max": 10.47995662689209, | ||
| "b1_mean": 0.06310277432203293, | ||
| "b1_std": 0.463110089302063, | ||
| "b1_max": 7.387264728546143 | ||
| } | ||
| ] |
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ca degage