DOLPHIN/nautilus_dolphin/dvae/training_log.jsonl

{"epoch": 1, "phase": 0, "elapsed_s": 22.03, "total": 0.563407, "recon0": 0.821045, "recon1": 0.0, "recon2": 0.0, "kl0": -0.257638, "kl1": 0.0, "kl2": 0.0}
{"epoch": 2, "phase": 0, "elapsed_s": 23.21, "total": 0.011092, "recon0": 0.488985, "recon1": 0.0, "recon2": 0.0, "kl0": -0.477893, "kl1": 0.0, "kl2": 0.0}
{"epoch": 3, "phase": 0, "elapsed_s": 21.05, "total": -0.11968, "recon0": 0.526534, "recon1": 0.0, "recon2": 0.0, "kl0": -0.646214, "kl1": 0.0, "kl2": 0.0}
{"epoch": 4, "phase": 0, "elapsed_s": 19.68, "total": -0.302427, "recon0": 0.566573, "recon1": 0.0, "recon2": 0.0, "kl0": -0.869, "kl1": 0.0, "kl2": 0.0}
{"epoch": 5, "phase": 0, "elapsed_s": 20.36, "total": -0.603467, "recon0": 0.61756, "recon1": 0.0, "recon2": 0.0, "kl0": -1.221026, "kl1": 0.0, "kl2": 0.0}
{"epoch": 6, "phase": 0, "elapsed_s": 19.5, "total": -0.984, "recon0": 0.658019, "recon1": 0.0, "recon2": 0.0, "kl0": -1.642019, "kl1": 0.0, "kl2": 0.0}
{"epoch": 7, "phase": 0, "elapsed_s": 19.66, "total": -1.319487, "recon0": 0.702564, "recon1": 0.0, "recon2": 0.0, "kl0": -2.02205, "kl1": 0.0, "kl2": 0.0}
{"epoch": 8, "phase": 0, "elapsed_s": 18.56, "total": -1.716922, "recon0": 0.752583, "recon1": 0.0, "recon2": 0.0, "kl0": -2.469504, "kl1": 0.0, "kl2": 0.0}
{"epoch": 9, "phase": 0, "elapsed_s": 19.71, "total": -2.202457, "recon0": 0.797613, "recon1": 0.0, "recon2": 0.0, "kl0": -3.000069, "kl1": 0.0, "kl2": 0.0}
{"epoch": 10, "phase": 0, "elapsed_s": 18.81, "total": -2.831215, "recon0": 0.853824, "recon1": 0.0, "recon2": 0.0, "kl0": -3.685039, "kl1": 0.0, "kl2": 0.0}
{"epoch": 11, "phase": 0, "elapsed_s": 18.51, "total": -3.424253, "recon0": 0.90775, "recon1": 0.0, "recon2": 0.0, "kl0": -4.332004, "kl1": 0.0, "kl2": 0.0}
{"epoch": 12, "phase": 0, "elapsed_s": 18.58, "total": -3.981677, "recon0": 0.937774, "recon1": 0.0, "recon2": 0.0, "kl0": -4.919451, "kl1": 0.0, "kl2": 0.0}
{"epoch": 13, "phase": 0, "elapsed_s": 20.87, "total": -4.469276, "recon0": 0.963814, "recon1": 0.0, "recon2": 0.0, "kl0": -5.43309, "kl1": 0.0, "kl2": 0.0}
{"epoch": 14, "phase": 0, "elapsed_s": 20.08, "total": -4.909504, "recon0": 0.977914, "recon1": 0.0, "recon2": 0.0, "kl0": -5.887418, "kl1": 0.0, "kl2": 0.0}
{"epoch": 15, "phase": 0, "elapsed_s": 20.36, "total": -5.342119, "recon0": 0.985359, "recon1": 0.0, "recon2": 0.0, "kl0": -6.327477, "kl1": 0.0, "kl2": 0.0}
{"epoch": 16, "phase": 0, "elapsed_s": 18.58, "total": -5.773167, "recon0": 0.990528, "recon1": 0.0, "recon2": 0.0, "kl0": -6.763696, "kl1": 0.0, "kl2": 0.0}
{"epoch": 17, "phase": 0, "elapsed_s": 18.21, "total": -6.202573, "recon0": 1.001185, "recon1": 0.0, "recon2": 0.0, "kl0": -7.203758, "kl1": 0.0, "kl2": 0.0}
{"epoch": 18, "phase": 0, "elapsed_s": 17.96, "total": -6.631239, "recon0": 1.00317, "recon1": 0.0, "recon2": 0.0, "kl0": -7.63441, "kl1": 0.0, "kl2": 0.0}
{"epoch": 19, "phase": 0, "elapsed_s": 18.56, "total": -7.057077, "recon0": 1.002305, "recon1": 0.0, "recon2": 0.0, "kl0": -8.059382, "kl1": 0.0, "kl2": 0.0}
{"epoch": 20, "phase": 0, "elapsed_s": 18.79, "total": -7.487053, "recon0": 1.002168, "recon1": 0.0, "recon2": 0.0, "kl0": -8.489221, "kl1": 0.0, "kl2": 0.0}
{"epoch": 21, "phase": 0, "elapsed_s": 18.96, "total": -7.486468, "recon0": 1.004711, "recon1": 0.0, "recon2": 0.0, "kl0": -8.49118, "kl1": 0.0, "kl2": 0.0}
{"epoch": 22, "phase": 0, "elapsed_s": 18.62, "total": -7.488365, "recon0": 1.004622, "recon1": 0.0, "recon2": 0.0, "kl0": -8.492987, "kl1": 0.0, "kl2": 0.0}
{"epoch": 23, "phase": 0, "elapsed_s": 18.42, "total": -7.490015, "recon0": 1.00438, "recon1": 0.0, "recon2": 0.0, "kl0": -8.494395, "kl1": 0.0, "kl2": 0.0}
{"epoch": 24, "phase": 0, "elapsed_s": 18.2, "total": -7.489238, "recon0": 1.003929, "recon1": 0.0, "recon2": 0.0, "kl0": -8.493167, "kl1": 0.0, "kl2": 0.0}
{"epoch": 25, "phase": 0, "elapsed_s": 17.27, "total": -7.490874, "recon0": 1.003384, "recon1": 0.0, "recon2": 0.0, "kl0": -8.494258, "kl1": 0.0, "kl2": 0.0}
{"epoch": 26, "phase": 0, "elapsed_s": 17.8, "total": -7.493285, "recon0": 1.003424, "recon1": 0.0, "recon2": 0.0, "kl0": -8.496709, "kl1": 0.0, "kl2": 0.0}
{"epoch": 27, "phase": 0, "elapsed_s": 18.42, "total": -7.492076, "recon0": 1.003325, "recon1": 0.0, "recon2": 0.0, "kl0": -8.495401, "kl1": 0.0, "kl2": 0.0}
{"epoch": 28, "phase": 0, "elapsed_s": 18.65, "total": -7.492305, "recon0": 1.002934, "recon1": 0.0, "recon2": 0.0, "kl0": -8.495239, "kl1": 0.0, "kl2": 0.0}
{"epoch": 29, "phase": 0, "elapsed_s": 20.79, "total": -7.493778, "recon0": 1.003455, "recon1": 0.0, "recon2": 0.0, "kl0": -8.497234, "kl1": 0.0, "kl2": 0.0}
{"epoch": 30, "phase": 0, "elapsed_s": 20.76, "total": -7.492053, "recon0": 1.002286, "recon1": 0.0, "recon2": 0.0, "kl0": -8.494339, "kl1": 0.0, "kl2": 0.0}
{"epoch": 31, "phase": 0, "elapsed_s": 19.65, "total": -7.494672, "recon0": 1.002418, "recon1": 0.0, "recon2": 0.0, "kl0": -8.497089, "kl1": 0.0, "kl2": 0.0}
{"epoch": 32, "phase": 0, "elapsed_s": 21.82, "total": -7.494612, "recon0": 1.002406, "recon1": 0.0, "recon2": 0.0, "kl0": -8.497017, "kl1": 0.0, "kl2": 0.0}
{"epoch": 33, "phase": 0, "elapsed_s": 18.7, "total": -7.494464, "recon0": 1.001947, "recon1": 0.0, "recon2": 0.0, "kl0": -8.496411, "kl1": 0.0, "kl2": 0.0}
{"epoch": 34, "phase": 0, "elapsed_s": 17.75, "total": -7.495878, "recon0": 1.002308, "recon1": 0.0, "recon2": 0.0, "kl0": -8.498185, "kl1": 0.0, "kl2": 0.0}
{"epoch": 35, "phase": 0, "elapsed_s": 18.27, "total": -7.495623, "recon0": 1.002302, "recon1": 0.0, "recon2": 0.0, "kl0": -8.497925, "kl1": 0.0, "kl2": 0.0}
{"epoch": 36, "phase": 0, "elapsed_s": 18.71, "total": -7.495609, "recon0": 1.002202, "recon1": 0.0, "recon2": 0.0, "kl0": -8.49781, "kl1": 0.0, "kl2": 0.0}
{"epoch": 37, "phase": 0, "elapsed_s": 18.01, "total": -7.495415, "recon0": 1.00316, "recon1": 0.0, "recon2": 0.0, "kl0": -8.498574, "kl1": 0.0, "kl2": 0.0}
{"epoch": 38, "phase": 0, "elapsed_s": 18.29, "total": -7.496314, "recon0": 1.002531, "recon1": 0.0, "recon2": 0.0, "kl0": -8.498845, "kl1": 0.0, "kl2": 0.0}
{"epoch": 39, "phase": 0, "elapsed_s": 18.14, "total": -7.497587, "recon0": 1.002706, "recon1": 0.0, "recon2": 0.0, "kl0": -8.500294, "kl1": 0.0, "kl2": 0.0}
{"epoch": 40, "phase": 0, "elapsed_s": 18.0, "total": -7.496429, "recon0": 1.002001, "recon1": 0.0, "recon2": 0.0, "kl0": -8.498431, "kl1": 0.0, "kl2": 0.0}
{"epoch": 41, "phase": 0, "elapsed_s": 17.28, "total": -7.496715, "recon0": 1.001397, "recon1": 0.0, "recon2": 0.0, "kl0": -8.498113, "kl1": 0.0, "kl2": 0.0}
{"epoch": 42, "phase": 0, "elapsed_s": 18.34, "total": -7.496506, "recon0": 1.00252, "recon1": 0.0, "recon2": 0.0, "kl0": -8.499026, "kl1": 0.0, "kl2": 0.0}
{"epoch": 43, "phase": 0, "elapsed_s": 19.07, "total": -7.497662, "recon0": 1.001901, "recon1": 0.0, "recon2": 0.0, "kl0": -8.499563, "kl1": 0.0, "kl2": 0.0}
{"epoch": 44, "phase": 0, "elapsed_s": 19.05, "total": -7.4971, "recon0": 1.002153, "recon1": 0.0, "recon2": 0.0, "kl0": -8.499253, "kl1": 0.0, "kl2": 0.0}
{"epoch": 45, "phase": 0, "elapsed_s": 18.82, "total": -7.497464, "recon0": 1.002783, "recon1": 0.0, "recon2": 0.0, "kl0": -8.500247, "kl1": 0.0, "kl2": 0.0}
{"epoch": 46, "phase": 0, "elapsed_s": 18.34, "total": -7.497747, "recon0": 1.002593, "recon1": 0.0, "recon2": 0.0, "kl0": -8.50034, "kl1": 0.0, "kl2": 0.0}
{"epoch": 47, "phase": 0, "elapsed_s": 17.75, "total": -7.497964, "recon0": 1.002181, "recon1": 0.0, "recon2": 0.0, "kl0": -8.500145, "kl1": 0.0, "kl2": 0.0}
{"epoch": 48, "phase": 0, "elapsed_s": 17.41, "total": -7.498381, "recon0": 1.00227, "recon1": 0.0, "recon2": 0.0, "kl0": -8.500651, "kl1": 0.0, "kl2": 0.0}
{"epoch": 49, "phase": 0, "elapsed_s": 17.94, "total": -7.498628, "recon0": 1.002246, "recon1": 0.0, "recon2": 0.0, "kl0": -8.500874, "kl1": 0.0, "kl2": 0.0}
{"epoch": 50, "phase": 0, "elapsed_s": 18.0, "total": -7.499048, "recon0": 1.002463, "recon1": 0.0, "recon2": 0.0, "kl0": -8.50151, "kl1": 0.0, "kl2": 0.0}
{"epoch": 51, "phase": 0, "elapsed_s": 18.27, "total": -7.498272, "recon0": 1.001012, "recon1": 0.0, "recon2": 0.0, "kl0": -8.499284, "kl1": 0.0, "kl2": 0.0}
{"epoch": 52, "phase": 0, "elapsed_s": 17.93, "total": -7.499382, "recon0": 1.002023, "recon1": 0.0, "recon2": 0.0, "kl0": -8.501405, "kl1": 0.0, "kl2": 0.0}
{"epoch": 53, "phase": 0, "elapsed_s": 17.71, "total": -7.498781, "recon0": 1.001925, "recon1": 0.0, "recon2": 0.0, "kl0": -8.500706, "kl1": 0.0, "kl2": 0.0}
{"epoch": 54, "phase": 0, "elapsed_s": 17.7, "total": -7.499369, "recon0": 1.001958, "recon1": 0.0, "recon2": 0.0, "kl0": -8.501327, "kl1": 0.0, "kl2": 0.0}
{"epoch": 55, "phase": 0, "elapsed_s": 18.18, "total": -7.499192, "recon0": 1.001922, "recon1": 0.0, "recon2": 0.0, "kl0": -8.501114, "kl1": 0.0, "kl2": 0.0}
{"epoch": 56, "phase": 0, "elapsed_s": 17.79, "total": -7.499207, "recon0": 1.001835, "recon1": 0.0, "recon2": 0.0, "kl0": -8.501042, "kl1": 0.0, "kl2": 0.0}
{"epoch": 57, "phase": 0, "elapsed_s": 18.16, "total": -7.499649, "recon0": 1.001424, "recon1": 0.0, "recon2": 0.0, "kl0": -8.501072, "kl1": 0.0, "kl2": 0.0}
{"epoch": 58, "phase": 0, "elapsed_s": 17.85, "total": -7.499302, "recon0": 1.001748, "recon1": 0.0, "recon2": 0.0, "kl0": -8.50105, "kl1": 0.0, "kl2": 0.0}
{"epoch": 59, "phase": 0, "elapsed_s": 17.36, "total": -7.499962, "recon0": 1.002023, "recon1": 0.0, "recon2": 0.0, "kl0": -8.501985, "kl1": 0.0, "kl2": 0.0}
{"epoch": 60, "phase": 0, "elapsed_s": 17.5, "total": -7.499943, "recon0": 1.002261, "recon1": 0.0, "recon2": 0.0, "kl0": -8.502203, "kl1": 0.0, "kl2": 0.0}
{"epoch": 61, "phase": 1, "elapsed_s": 2.68, "total": 1.443433, "recon0": 0.640125, "recon1": 1.404729, "recon2": 0.0, "kl0": -0.112623, "kl1": -0.488798, "kl2": 0.0}
{"epoch": 62, "phase": 1, "elapsed_s": 2.6, "total": 0.124844, "recon0": 0.374956, "recon1": 0.918771, "recon2": 0.0, "kl0": -0.078024, "kl1": -1.09086, "kl2": 0.0}
{"epoch": 63, "phase": 1, "elapsed_s": 2.89, "total": -0.636463, "recon0": 0.369197, "recon1": 0.846841, "recon2": 0.0, "kl0": -0.154775, "kl1": -1.697727, "kl2": 0.0}
{"epoch": 64, "phase": 1, "elapsed_s": 2.7, "total": -1.415433, "recon0": 0.417681, "recon1": 0.834207, "recon2": 0.0, "kl0": -0.34309, "kl1": -2.324232, "kl2": 0.0}
{"epoch": 65, "phase": 1, "elapsed_s": 2.76, "total": -2.300887, "recon0": 0.480138, "recon1": 0.8387, "recon2": 0.0, "kl0": -0.656977, "kl1": -2.962748, "kl2": 0.0}
{"epoch": 66, "phase": 1, "elapsed_s": 2.53, "total": -3.361812, "recon0": 0.541731, "recon1": 0.85261, "recon2": 0.0, "kl0": -1.142483, "kl1": -3.61367, "kl2": 0.0}
{"epoch": 67, "phase": 1, "elapsed_s": 2.75, "total": -4.482302, "recon0": 0.587974, "recon1": 0.869021, "recon2": 0.0, "kl0": -1.646516, "kl1": -4.29278, "kl2": 0.0}
{"epoch": 68, "phase": 1, "elapsed_s": 2.55, "total": -5.526833, "recon0": 0.622729, "recon1": 0.890526, "recon2": 0.0, "kl0": -2.071015, "kl1": -4.969072, "kl2": 0.0}
{"epoch": 69, "phase": 1, "elapsed_s": 3.0, "total": -6.507378, "recon0": 0.645903, "recon1": 0.90855, "recon2": 0.0, "kl0": -2.415256, "kl1": -5.646574, "kl2": 0.0}
{"epoch": 70, "phase": 1, "elapsed_s": 2.86, "total": -7.490256, "recon0": 0.666269, "recon1": 0.920717, "recon2": 0.0, "kl0": -2.738483, "kl1": -6.338758, "kl2": 0.0}
{"epoch": 71, "phase": 1, "elapsed_s": 2.66, "total": -8.44585, "recon0": 0.68369, "recon1": 0.933173, "recon2": 0.0, "kl0": -3.046624, "kl1": -7.016088, "kl2": 0.0}
{"epoch": 72, "phase": 1, "elapsed_s": 2.79, "total": -9.414274, "recon0": 0.690818, "recon1": 0.935083, "recon2": 0.0, "kl0": -3.344225, "kl1": -7.69595, "kl2": 0.0}
{"epoch": 73, "phase": 1, "elapsed_s": 2.51, "total": -10.365102, "recon0": 0.695199, "recon1": 0.936843, "recon2": 0.0, "kl0": -3.63201, "kl1": -8.365133, "kl2": 0.0}
{"epoch": 74, "phase": 1, "elapsed_s": 2.74, "total": -11.306765, "recon0": 0.696917, "recon1": 0.936801, "recon2": 0.0, "kl0": -3.919634, "kl1": -9.02085, "kl2": 0.0}
{"epoch": 75, "phase": 1, "elapsed_s": 2.56, "total": -12.251445, "recon0": 0.699356, "recon1": 0.93311, "recon2": 0.0, "kl0": -4.201334, "kl1": -9.682578, "kl2": 0.0}
{"epoch": 76, "phase": 1, "elapsed_s": 2.68, "total": -13.180547, "recon0": 0.699638, "recon1": 0.933671, "recon2": 0.0, "kl0": -4.485024, "kl1": -10.328832, "kl2": 0.0}
{"epoch": 77, "phase": 1, "elapsed_s": 2.48, "total": -14.12101, "recon0": 0.700406, "recon1": 0.930246, "recon2": 0.0, "kl0": -4.766513, "kl1": -10.985149, "kl2": 0.0}
{"epoch": 78, "phase": 1, "elapsed_s": 2.86, "total": -15.052918, "recon0": 0.699714, "recon1": 0.933221, "recon2": 0.0, "kl0": -5.048321, "kl1": -11.637532, "kl2": 0.0}
{"epoch": 79, "phase": 1, "elapsed_s": 2.48, "total": -15.982993, "recon0": 0.699179, "recon1": 0.932173, "recon2": 0.0, "kl0": -5.329547, "kl1": -12.284798, "kl2": 0.0}
{"epoch": 80, "phase": 1, "elapsed_s": 2.69, "total": -16.89966, "recon0": 0.700024, "recon1": 0.938398, "recon2": 0.0, "kl0": -5.609677, "kl1": -12.928404, "kl2": 0.0}
{"epoch": 81, "phase": 1, "elapsed_s": 2.51, "total": -17.836191, "recon0": 0.699784, "recon1": 0.940595, "recon2": 0.0, "kl0": -5.891752, "kl1": -13.584817, "kl2": 0.0}
{"epoch": 82, "phase": 1, "elapsed_s": 2.77, "total": -18.779568, "recon0": 0.699181, "recon1": 0.939045, "recon2": 0.0, "kl0": -6.172101, "kl1": -14.245693, "kl2": 0.0}
{"epoch": 83, "phase": 1, "elapsed_s": 2.45, "total": -19.710516, "recon0": 0.69958, "recon1": 0.937045, "recon2": 0.0, "kl0": -6.452611, "kl1": -14.89453, "kl2": 0.0}
{"epoch": 84, "phase": 1, "elapsed_s": 2.68, "total": -20.634763, "recon0": 0.699543, "recon1": 0.941639, "recon2": 0.0, "kl0": -6.733226, "kl1": -15.54272, "kl2": 0.0}
{"epoch": 85, "phase": 1, "elapsed_s": 2.61, "total": -21.572125, "recon0": 0.699099, "recon1": 0.941238, "recon2": 0.0, "kl0": -7.015014, "kl1": -16.197448, "kl2": 0.0}
{"epoch": 86, "phase": 1, "elapsed_s": 2.72, "total": -22.516763, "recon0": 0.69965, "recon1": 0.928537, "recon2": 0.0, "kl0": -7.294792, "kl1": -16.850158, "kl2": 0.0}
{"epoch": 87, "phase": 1, "elapsed_s": 2.48, "total": -22.512785, "recon0": 0.699659, "recon1": 0.94048, "recon2": 0.0, "kl0": -7.294768, "kl1": -16.858158, "kl2": 0.0}
{"epoch": 88, "phase": 1, "elapsed_s": 2.71, "total": -22.502439, "recon0": 0.699073, "recon1": 0.924565, "recon2": 0.0, "kl0": -7.295304, "kl1": -16.830774, "kl2": 0.0}
{"epoch": 89, "phase": 1, "elapsed_s": 2.61, "total": -22.495103, "recon0": 0.699292, "recon1": 0.965425, "recon2": 0.0, "kl0": -7.295694, "kl1": -16.864126, "kl2": 0.0}
{"epoch": 90, "phase": 1, "elapsed_s": 2.67, "total": -22.515237, "recon0": 0.699038, "recon1": 0.934505, "recon2": 0.0, "kl0": -7.295051, "kl1": -16.85373, "kl2": 0.0}
{"epoch": 91, "phase": 1, "elapsed_s": 2.62, "total": -22.521241, "recon0": 0.69934, "recon1": 0.947994, "recon2": 0.0, "kl0": -7.295187, "kl1": -16.873387, "kl2": 0.0}
{"epoch": 92, "phase": 1, "elapsed_s": 2.59, "total": -22.508773, "recon0": 0.699033, "recon1": 0.939016, "recon2": 0.0, "kl0": -7.295233, "kl1": -16.85159, "kl2": 0.0}
{"epoch": 93, "phase": 1, "elapsed_s": 2.83, "total": -22.509582, "recon0": 0.698741, "recon1": 0.952616, "recon2": 0.0, "kl0": -7.296545, "kl1": -16.864394, "kl2": 0.0}
{"epoch": 94, "phase": 1, "elapsed_s": 2.68, "total": -22.543631, "recon0": 0.698903, "recon1": 0.934102, "recon2": 0.0, "kl0": -7.295235, "kl1": -16.881401, "kl2": 0.0}
{"epoch": 95, "phase": 1, "elapsed_s": 2.66, "total": -22.528661, "recon0": 0.699042, "recon1": 0.952859, "recon2": 0.0, "kl0": -7.2964, "kl1": -16.884162, "kl2": 0.0}
{"epoch": 96, "phase": 1, "elapsed_s": 2.85, "total": -22.549058, "recon0": 0.69911, "recon1": 0.945919, "recon2": 0.0, "kl0": -7.296002, "kl1": -16.898085, "kl2": 0.0}
{"epoch": 97, "phase": 1, "elapsed_s": 2.79, "total": -22.535128, "recon0": 0.698933, "recon1": 0.947021, "recon2": 0.0, "kl0": -7.295293, "kl1": -16.885789, "kl2": 0.0}
{"epoch": 98, "phase": 1, "elapsed_s": 2.59, "total": -22.564667, "recon0": 0.698953, "recon1": 0.94668, "recon2": 0.0, "kl0": -7.296599, "kl1": -16.9137, "kl2": 0.0}
{"epoch": 99, "phase": 1, "elapsed_s": 2.8, "total": -22.549364, "recon0": 0.698697, "recon1": 0.933321, "recon2": 0.0, "kl0": -7.297326, "kl1": -16.884056, "kl2": 0.0}
{"epoch": 100, "phase": 1, "elapsed_s": 2.77, "total": -22.534828, "recon0": 0.698886, "recon1": 0.935686, "recon2": 0.0, "kl0": -7.294871, "kl1": -16.874529, "kl2": 0.0}
{"epoch": 101, "phase": 1, "elapsed_s": 2.85, "total": -22.517648, "recon0": 0.699037, "recon1": 0.938377, "recon2": 0.0, "kl0": -7.295284, "kl1": -16.859778, "kl2": 0.0}
{"epoch": 102, "phase": 1, "elapsed_s": 2.62, "total": -22.544663, "recon0": 0.698109, "recon1": 0.948144, "recon2": 0.0, "kl0": -7.29522, "kl1": -16.895696, "kl2": 0.0}
{"epoch": 103, "phase": 1, "elapsed_s": 2.93, "total": -22.53423, "recon0": 0.698451, "recon1": 0.973207, "recon2": 0.0, "kl0": -7.295893, "kl1": -16.909996, "kl2": 0.0}
{"epoch": 104, "phase": 1, "elapsed_s": 2.8, "total": -22.547493, "recon0": 0.698021, "recon1": 0.944516, "recon2": 0.0, "kl0": -7.296163, "kl1": -16.893866, "kl2": 0.0}
{"epoch": 105, "phase": 1, "elapsed_s": 2.68, "total": -22.5344, "recon0": 0.69875, "recon1": 0.963687, "recon2": 0.0, "kl0": -7.297439, "kl1": -16.899398, "kl2": 0.0}
{"epoch": 106, "phase": 1, "elapsed_s": 2.58, "total": -22.552142, "recon0": 0.698737, "recon1": 0.930331, "recon2": 0.0, "kl0": -7.295822, "kl1": -16.885388, "kl2": 0.0}
{"epoch": 107, "phase": 1, "elapsed_s": 2.89, "total": -22.576885, "recon0": 0.698854, "recon1": 0.963703, "recon2": 0.0, "kl0": -7.297778, "kl1": -16.941663, "kl2": 0.0}
{"epoch": 108, "phase": 1, "elapsed_s": 2.71, "total": -22.563186, "recon0": 0.698425, "recon1": 0.942986, "recon2": 0.0, "kl0": -7.297396, "kl1": -16.907202, "kl2": 0.0}
{"epoch": 109, "phase": 1, "elapsed_s": 2.64, "total": -22.565159, "recon0": 0.698114, "recon1": 0.951183, "recon2": 0.0, "kl0": -7.297466, "kl1": -16.91699, "kl2": 0.0}
{"epoch": 110, "phase": 1, "elapsed_s": 2.64, "total": -22.536757, "recon0": 0.698828, "recon1": 0.9537, "recon2": 0.0, "kl0": -7.297516, "kl1": -16.891769, "kl2": 0.0}
{"epoch": 111, "phase": 1, "elapsed_s": 2.83, "total": -22.571948, "recon0": 0.697979, "recon1": 0.974188, "recon2": 0.0, "kl0": -7.297035, "kl1": -16.94708, "kl2": 0.0}
{"epoch": 112, "phase": 1, "elapsed_s": 2.76, "total": -22.561356, "recon0": 0.699151, "recon1": 0.949085, "recon2": 0.0, "kl0": -7.297806, "kl1": -16.911785, "kl2": 0.0}
{"epoch": 113, "phase": 1, "elapsed_s": 2.66, "total": -22.551509, "recon0": 0.698769, "recon1": 0.946191, "recon2": 0.0, "kl0": -7.297203, "kl1": -16.899266, "kl2": 0.0}
{"epoch": 114, "phase": 1, "elapsed_s": 2.94, "total": -22.58796, "recon0": 0.698725, "recon1": 0.944108, "recon2": 0.0, "kl0": -7.298027, "kl1": -16.932765, "kl2": 0.0}
{"epoch": 115, "phase": 1, "elapsed_s": 2.69, "total": -22.568928, "recon0": 0.698135, "recon1": 0.94247, "recon2": 0.0, "kl0": -7.296428, "kl1": -16.913105, "kl2": 0.0}
{"epoch": 116, "phase": 1, "elapsed_s": 2.7, "total": -22.577273, "recon0": 0.698659, "recon1": 0.971864, "recon2": 0.0, "kl0": -7.297817, "kl1": -16.949978, "kl2": 0.0}
{"epoch": 117, "phase": 1, "elapsed_s": 2.82, "total": -22.57663, "recon0": 0.697958, "recon1": 0.945848, "recon2": 0.0, "kl0": -7.297284, "kl1": -16.923152, "kl2": 0.0}
{"epoch": 118, "phase": 1, "elapsed_s": 3.16, "total": -22.585756, "recon0": 0.698455, "recon1": 0.962533, "recon2": 0.0, "kl0": -7.297411, "kl1": -16.949333, "kl2": 0.0}
{"epoch": 119, "phase": 1, "elapsed_s": 2.58, "total": -22.541102, "recon0": 0.698211, "recon1": 0.956221, "recon2": 0.0, "kl0": -7.29763, "kl1": -16.897905, "kl2": 0.0}
{"epoch": 120, "phase": 1, "elapsed_s": 2.63, "total": -22.600273, "recon0": 0.698056, "recon1": 0.933736, "recon2": 0.0, "kl0": -7.296003, "kl1": -16.936062, "kl2": 0.0}
{"epoch": 121, "phase": 1, "elapsed_s": 2.54, "total": -22.557611, "recon0": 0.698177, "recon1": 0.921447, "recon2": 0.0, "kl0": -7.294715, "kl1": -16.882519, "kl2": 0.0}
{"epoch": 122, "phase": 1, "elapsed_s": 3.0, "total": -22.554339, "recon0": 0.698562, "recon1": 0.928976, "recon2": 0.0, "kl0": -7.295357, "kl1": -16.886521, "kl2": 0.0}
{"epoch": 123, "phase": 1, "elapsed_s": 2.57, "total": -22.568189, "recon0": 0.698348, "recon1": 0.953124, "recon2": 0.0, "kl0": -7.295016, "kl1": -16.924644, "kl2": 0.0}
{"epoch": 124, "phase": 1, "elapsed_s": 2.63, "total": -22.58484, "recon0": 0.698826, "recon1": 0.940943, "recon2": 0.0, "kl0": -7.296033, "kl1": -16.928577, "kl2": 0.0}
{"epoch": 125, "phase": 1, "elapsed_s": 2.57, "total": -22.575661, "recon0": 0.698054, "recon1": 0.940276, "recon2": 0.0, "kl0": -7.297038, "kl1": -16.916952, "kl2": 0.0}
{"epoch": 126, "phase": 1, "elapsed_s": 2.81, "total": -22.515017, "recon0": 0.698141, "recon1": 0.933903, "recon2": 0.0, "kl0": -7.296651, "kl1": -16.85041, "kl2": 0.0}
{"epoch": 127, "phase": 1, "elapsed_s": 2.53, "total": -22.510401, "recon0": 0.698175, "recon1": 0.941155, "recon2": 0.0, "kl0": -7.296211, "kl1": -16.853521, "kl2": 0.0}
{"epoch": 128, "phase": 1, "elapsed_s": 2.63, "total": -22.539165, "recon0": 0.698273, "recon1": 0.92619, "recon2": 0.0, "kl0": -7.296936, "kl1": -16.866692, "kl2": 0.0}
{"epoch": 129, "phase": 1, "elapsed_s": 2.63, "total": -22.52548, "recon0": 0.697989, "recon1": 0.943638, "recon2": 0.0, "kl0": -7.295674, "kl1": -16.871433, "kl2": 0.0}
{"epoch": 130, "phase": 1, "elapsed_s": 2.6, "total": -22.576777, "recon0": 0.69813, "recon1": 0.96702, "recon2": 0.0, "kl0": -7.296697, "kl1": -16.94523, "kl2": 0.0}
{"epoch": 131, "phase": 1, "elapsed_s": 2.54, "total": -22.542455, "recon0": 0.698431, "recon1": 0.949088, "recon2": 0.0, "kl0": -7.296767, "kl1": -16.893207, "kl2": 0.0}
{"epoch": 132, "phase": 1, "elapsed_s": 2.72, "total": -22.561647, "recon0": 0.698674, "recon1": 0.939834, "recon2": 0.0, "kl0": -7.298199, "kl1": -16.901956, "kl2": 0.0}
{"epoch": 133, "phase": 1, "elapsed_s": 2.69, "total": -22.590657, "recon0": 0.698102, "recon1": 0.973343, "recon2": 0.0, "kl0": -7.297769, "kl1": -16.964333, "kl2": 0.0}
{"epoch": 134, "phase": 1, "elapsed_s": 2.74, "total": -22.595478, "recon0": 0.698237, "recon1": 0.940727, "recon2": 0.0, "kl0": -7.298696, "kl1": -16.935745, "kl2": 0.0}
{"epoch": 135, "phase": 1, "elapsed_s": 2.72, "total": -22.556733, "recon0": 0.698305, "recon1": 0.941065, "recon2": 0.0, "kl0": -7.297486, "kl1": -16.898616, "kl2": 0.0}
{"epoch": 136, "phase": 1, "elapsed_s": 2.5, "total": -22.547829, "recon0": 0.698234, "recon1": 0.980018, "recon2": 0.0, "kl0": -7.297943, "kl1": -16.928137, "kl2": 0.0}
{"epoch": 137, "phase": 1, "elapsed_s": 2.83, "total": -22.540444, "recon0": 0.697993, "recon1": 0.967976, "recon2": 0.0, "kl0": -7.298649, "kl1": -16.907764, "kl2": 0.0}
{"epoch": 138, "phase": 1, "elapsed_s": 2.62, "total": -22.581756, "recon0": 0.698202, "recon1": 0.987401, "recon2": 0.0, "kl0": -7.298696, "kl1": -16.968663, "kl2": 0.0}
{"epoch": 139, "phase": 1, "elapsed_s": 2.64, "total": -22.600094, "recon0": 0.697864, "recon1": 0.97283, "recon2": 0.0, "kl0": -7.297174, "kl1": -16.973614, "kl2": 0.0}
{"epoch": 140, "phase": 1, "elapsed_s": 2.9, "total": -22.611942, "recon0": 0.697902, "recon1": 0.970237, "recon2": 0.0, "kl0": -7.297302, "kl1": -16.982778, "kl2": 0.0}
{"epoch": 141, "phase": 2, "elapsed_s": 3.21, "total": 1.671626, "recon0": 0.655255, "recon1": 0.969567, "recon2": 1.488075, "kl0": -0.258749, "kl1": -0.652416, "kl2": -0.530106}
{"epoch": 142, "phase": 2, "elapsed_s": 2.95, "total": -0.361147, "recon0": 0.540897, "recon1": 0.969224, "recon2": 1.053244, "kl0": -0.45438, "kl1": -1.304523, "kl2": -1.165608}
{"epoch": 143, "phase": 2, "elapsed_s": 3.0, "total": -1.974868, "recon0": 0.500912, "recon1": 0.960665, "recon2": 0.999908, "kl0": -0.65655, "kl1": -1.956123, "kl2": -1.823679}
{"epoch": 144, "phase": 2, "elapsed_s": 3.11, "total": -3.570859, "recon0": 0.50496, "recon1": 0.948123, "recon2": 0.979814, "kl0": -0.90709, "kl1": -2.605298, "kl2": -2.491369}
{"epoch": 145, "phase": 2, "elapsed_s": 2.86, "total": -5.153226, "recon0": 0.527968, "recon1": 0.94134, "recon2": 0.973528, "kl0": -1.186914, "kl1": -3.251588, "kl2": -3.15756}
{"epoch": 146, "phase": 2, "elapsed_s": 2.9, "total": -6.762002, "recon0": 0.556558, "recon1": 0.927196, "recon2": 0.974243, "kl0": -1.486237, "kl1": -3.907897, "kl2": -3.825865}
{"epoch": 147, "phase": 2, "elapsed_s": 2.81, "total": -8.359443, "recon0": 0.58316, "recon1": 0.933016, "recon2": 0.972692, "kl0": -1.802416, "kl1": -4.55222, "kl2": -4.493676}
{"epoch": 148, "phase": 2, "elapsed_s": 3.0, "total": -9.976358, "recon0": 0.608996, "recon1": 0.918249, "recon2": 0.975678, "kl0": -2.115078, "kl1": -5.205395, "kl2": -5.158808}
{"epoch": 149, "phase": 2, "elapsed_s": 2.7, "total": -11.572782, "recon0": 0.630656, "recon1": 0.918623, "recon2": 0.983954, "kl0": -2.425082, "kl1": -5.855749, "kl2": -5.825183}
{"epoch": 150, "phase": 2, "elapsed_s": 2.92, "total": -13.183249, "recon0": 0.651847, "recon1": 0.920311, "recon2": 0.987223, "kl0": -2.735013, "kl1": -6.515043, "kl2": -6.492573}
{"epoch": 151, "phase": 2, "elapsed_s": 2.97, "total": -14.77976, "recon0": 0.669025, "recon1": 0.920059, "recon2": 0.992476, "kl0": -3.04134, "kl1": -7.1624, "kl2": -7.157579}
{"epoch": 152, "phase": 2, "elapsed_s": 2.83, "total": -16.379973, "recon0": 0.681205, "recon1": 0.921924, "recon2": 0.996351, "kl0": -3.339428, "kl1": -7.815764, "kl2": -7.824262}
{"epoch": 153, "phase": 2, "elapsed_s": 2.89, "total": -17.941027, "recon0": 0.688905, "recon1": 0.941461, "recon2": 1.000925, "kl0": -3.633597, "kl1": -8.450716, "kl2": -8.488006}
{"epoch": 154, "phase": 2, "elapsed_s": 3.01, "total": -19.546547, "recon0": 0.692575, "recon1": 0.957137, "recon2": 1.002725, "kl0": -3.919726, "kl1": -9.129161, "kl2": -9.150097}
{"epoch": 155, "phase": 2, "elapsed_s": 3.06, "total": -21.147993, "recon0": 0.697584, "recon1": 0.953546, "recon2": 1.003742, "kl0": -4.204823, "kl1": -9.786724, "kl2": -9.811318}
{"epoch": 156, "phase": 2, "elapsed_s": 2.9, "total": -22.743297, "recon0": 0.698872, "recon1": 0.931535, "recon2": 1.003867, "kl0": -4.490099, "kl1": -10.417056, "kl2": -10.470416}
{"epoch": 157, "phase": 2, "elapsed_s": 3.03, "total": -24.32319, "recon0": 0.699201, "recon1": 0.928163, "recon2": 1.002873, "kl0": -4.77274, "kl1": -11.051614, "kl2": -11.129073}
{"epoch": 158, "phase": 2, "elapsed_s": 2.99, "total": -25.923716, "recon0": 0.698328, "recon1": 0.933273, "recon2": 1.002446, "kl0": -5.051649, "kl1": -11.718859, "kl2": -11.787255}
{"epoch": 159, "phase": 2, "elapsed_s": 2.92, "total": -27.520958, "recon0": 0.698588, "recon1": 0.933459, "recon2": 1.00235, "kl0": -5.33344, "kl1": -12.377499, "kl2": -12.444415}
{"epoch": 160, "phase": 2, "elapsed_s": 3.1, "total": -29.113961, "recon0": 0.697903, "recon1": 0.933099, "recon2": 1.002023, "kl0": -5.613713, "kl1": -13.031933, "kl2": -13.10134}
{"epoch": 161, "phase": 2, "elapsed_s": 2.97, "total": -30.681476, "recon0": 0.697678, "recon1": 0.944307, "recon2": 1.001723, "kl0": -5.895099, "kl1": -13.672867, "kl2": -13.757219}
{"epoch": 162, "phase": 2, "elapsed_s": 3.05, "total": -32.289622, "recon0": 0.697672, "recon1": 0.939692, "recon2": 1.001248, "kl0": -6.17542, "kl1": -14.339734, "kl2": -14.413079}
{"epoch": 163, "phase": 2, "elapsed_s": 3.01, "total": -33.884651, "recon0": 0.697172, "recon1": 0.931534, "recon2": 1.000937, "kl0": -6.455853, "kl1": -14.989775, "kl2": -15.068667}
{"epoch": 164, "phase": 2, "elapsed_s": 3.24, "total": -35.469328, "recon0": 0.698167, "recon1": 0.939489, "recon2": 1.000846, "kl0": -6.737119, "kl1": -15.646385, "kl2": -15.724326}
{"epoch": 165, "phase": 2, "elapsed_s": 3.08, "total": -37.068317, "recon0": 0.697612, "recon1": 0.931558, "recon2": 1.000934, "kl0": -7.017703, "kl1": -16.301263, "kl2": -16.379456}
{"epoch": 166, "phase": 2, "elapsed_s": 2.91, "total": -38.647744, "recon0": 0.697477, "recon1": 0.926427, "recon2": 1.000821, "kl0": -7.29881, "kl1": -16.938834, "kl2": -17.034826}
{"epoch": 167, "phase": 2, "elapsed_s": 3.16, "total": -38.644345, "recon0": 0.697563, "recon1": 0.931897, "recon2": 1.000705, "kl0": -7.298513, "kl1": -16.941034, "kl2": -17.034963}
{"epoch": 168, "phase": 2, "elapsed_s": 2.86, "total": -38.624038, "recon0": 0.697431, "recon1": 0.948439, "recon2": 1.000515, "kl0": -7.298657, "kl1": -16.93685, "kl2": -17.034914}
{"epoch": 169, "phase": 2, "elapsed_s": 2.97, "total": -38.642562, "recon0": 0.697557, "recon1": 0.965059, "recon2": 1.000678, "kl0": -7.298401, "kl1": -16.972417, "kl2": -17.035037}
{"epoch": 170, "phase": 2, "elapsed_s": 3.08, "total": -38.655313, "recon0": 0.697337, "recon1": 0.958772, "recon2": 1.000451, "kl0": -7.298486, "kl1": -16.978215, "kl2": -17.035171}
{"epoch": 171, "phase": 2, "elapsed_s": 2.88, "total": -38.655851, "recon0": 0.697304, "recon1": 0.960978, "recon2": 1.000439, "kl0": -7.29878, "kl1": -16.980742, "kl2": -17.03505}
{"epoch": 172, "phase": 2, "elapsed_s": 3.0, "total": -38.657648, "recon0": 0.697529, "recon1": 0.95035, "recon2": 1.000391, "kl0": -7.299944, "kl1": -16.970768, "kl2": -17.035206}
{"epoch": 173, "phase": 2, "elapsed_s": 2.88, "total": -38.64251, "recon0": 0.697515, "recon1": 0.921252, "recon2": 1.000318, "kl0": -7.299102, "kl1": -16.927297, "kl2": -17.035196}
{"epoch": 174, "phase": 2, "elapsed_s": 3.12, "total": -38.633697, "recon0": 0.697302, "recon1": 0.969825, "recon2": 1.000331, "kl0": -7.299259, "kl1": -16.966744, "kl2": -17.035152}
{"epoch": 175, "phase": 2, "elapsed_s": 2.97, "total": -38.652655, "recon0": 0.697659, "recon1": 0.957246, "recon2": 1.000196, "kl0": -7.29984, "kl1": -16.972754, "kl2": -17.035161}
{"epoch": 176, "phase": 2, "elapsed_s": 2.98, "total": -38.62436, "recon0": 0.697466, "recon1": 0.944832, "recon2": 1.00026, "kl0": -7.29716, "kl1": -16.934562, "kl2": -17.035196}
{"epoch": 177, "phase": 2, "elapsed_s": 3.22, "total": -38.623011, "recon0": 0.697428, "recon1": 0.958133, "recon2": 1.000169, "kl0": -7.298883, "kl1": -16.944562, "kl2": -17.035296}
{"epoch": 178, "phase": 2, "elapsed_s": 2.83, "total": -38.656975, "recon0": 0.697295, "recon1": 0.958404, "recon2": 1.000174, "kl0": -7.299449, "kl1": -16.978192, "kl2": -17.035208}
{"epoch": 179, "phase": 2, "elapsed_s": 3.1, "total": -38.661275, "recon0": 0.697583, "recon1": 0.953954, "recon2": 1.00011, "kl0": -7.298378, "kl1": -16.979299, "kl2": -17.035246}
{"epoch": 180, "phase": 2, "elapsed_s": 2.97, "total": -38.655649, "recon0": 0.697721, "recon1": 0.963923, "recon2": 1.000216, "kl0": -7.299709, "kl1": -16.98253, "kl2": -17.035269}
{"epoch": 181, "phase": 2, "elapsed_s": 2.98, "total": -38.658292, "recon0": 0.697412, "recon1": 0.961175, "recon2": 1.000187, "kl0": -7.299374, "kl1": -16.982415, "kl2": -17.035277}
{"epoch": 182, "phase": 2, "elapsed_s": 2.91, "total": -38.657289, "recon0": 0.697303, "recon1": 0.961094, "recon2": 1.00015, "kl0": -7.299029, "kl1": -16.981467, "kl2": -17.035341}
{"epoch": 183, "phase": 2, "elapsed_s": 3.03, "total": -38.661516, "recon0": 0.697461, "recon1": 0.955227, "recon2": 1.000157, "kl0": -7.298931, "kl1": -16.980124, "kl2": -17.035306}
{"epoch": 184, "phase": 2, "elapsed_s": 3.18, "total": -38.660817, "recon0": 0.697459, "recon1": 0.958033, "recon2": 1.000107, "kl0": -7.299294, "kl1": -16.981724, "kl2": -17.035398}
{"epoch": 185, "phase": 2, "elapsed_s": 2.89, "total": -38.664146, "recon0": 0.6972, "recon1": 0.956741, "recon2": 1.000129, "kl0": -7.298147, "kl1": -16.98482, "kl2": -17.035249}
{"epoch": 186, "phase": 2, "elapsed_s": 3.1, "total": -38.659967, "recon0": 0.69756, "recon1": 0.960808, "recon2": 1.000099, "kl0": -7.299086, "kl1": -16.983979, "kl2": -17.035368}
{"epoch": 187, "phase": 2, "elapsed_s": 3.19, "total": -38.6526, "recon0": 0.697522, "recon1": 0.954463, "recon2": 1.000043, "kl0": -7.297341, "kl1": -16.971918, "kl2": -17.035369}
{"epoch": 188, "phase": 2, "elapsed_s": 2.9, "total": -38.625063, "recon0": 0.697277, "recon1": 0.937186, "recon2": 1.000102, "kl0": -7.299049, "kl1": -16.92523, "kl2": -17.035349}
{"epoch": 189, "phase": 2, "elapsed_s": 3.01, "total": -38.649774, "recon0": 0.697384, "recon1": 0.938209, "recon2": 1.000066, "kl0": -7.299461, "kl1": -16.950623, "kl2": -17.035348}
{"epoch": 190, "phase": 2, "elapsed_s": 3.03, "total": -38.639762, "recon0": 0.697157, "recon1": 0.932993, "recon2": 1.000061, "kl0": -7.298328, "kl1": -16.936229, "kl2": -17.035417}
{"epoch": 191, "phase": 2, "elapsed_s": 3.1, "total": -38.64432, "recon0": 0.697487, "recon1": 0.931817, "recon2": 1.000077, "kl0": -7.297698, "kl1": -16.940711, "kl2": -17.035293}
{"epoch": 192, "phase": 2, "elapsed_s": 2.88, "total": -38.659689, "recon0": 0.696985, "recon1": 0.944537, "recon2": 1.000114, "kl0": -7.299986, "kl1": -16.966024, "kl2": -17.035315}
{"epoch": 193, "phase": 2, "elapsed_s": 2.99, "total": -38.662268, "recon0": 0.696877, "recon1": 0.959826, "recon2": 1.000068, "kl0": -7.298814, "kl1": -16.984894, "kl2": -17.035331}
{"epoch": 194, "phase": 2, "elapsed_s": 3.16, "total": -38.621081, "recon0": 0.697222, "recon1": 0.941506, "recon2": 1.000058, "kl0": -7.297955, "kl1": -16.926558, "kl2": -17.035353}
{"epoch": 195, "phase": 2, "elapsed_s": 3.02, "total": -38.629305, "recon0": 0.69726, "recon1": 0.962823, "recon2": 1.000025, "kl0": -7.298839, "kl1": -16.955208, "kl2": -17.035366}
{"epoch": 196, "phase": 2, "elapsed_s": 3.03, "total": -38.657136, "recon0": 0.697302, "recon1": 0.963072, "recon2": 1.000066, "kl0": -7.298546, "kl1": -16.983712, "kl2": -17.035318}
{"epoch": 197, "phase": 2, "elapsed_s": 3.06, "total": -38.654723, "recon0": 0.697361, "recon1": 0.96786, "recon2": 1.000069, "kl0": -7.298994, "kl1": -16.985678, "kl2": -17.035341}
{"epoch": 198, "phase": 2, "elapsed_s": 2.92, "total": -38.642206, "recon0": 0.697132, "recon1": 0.98112, "recon2": 1.000035, "kl0": -7.299799, "kl1": -16.985293, "kl2": -17.035401}
{"epoch": 199, "phase": 2, "elapsed_s": 2.94, "total": -38.64055, "recon0": 0.697355, "recon1": 0.960747, "recon2": 1.000023, "kl0": -7.299771, "kl1": -16.963534, "kl2": -17.035371}
{"epoch": 200, "phase": 2, "elapsed_s": 3.09, "total": -38.638645, "recon0": 0.697387, "recon1": 0.940058, "recon2": 1.000024, "kl0": -7.298305, "kl1": -16.94246, "kl2": -17.035349}
{"epoch": 201, "phase": 2, "elapsed_s": 3.16, "total": -38.645281, "recon0": 0.697635, "recon1": 0.963598, "recon2": 1.000056, "kl0": -7.299814, "kl1": -16.971408, "kl2": -17.035349}
{"epoch": 202, "phase": 2, "elapsed_s": 2.82, "total": -38.66118, "recon0": 0.697299, "recon1": 0.96029, "recon2": 1.00002, "kl0": -7.29934, "kl1": -16.98409, "kl2": -17.035358}
{"epoch": 203, "phase": 2, "elapsed_s": 3.15, "total": -38.642728, "recon0": 0.696992, "recon1": 0.970511, "recon2": 1.000026, "kl0": -7.297931, "kl1": -16.97695, "kl2": -17.035375}
{"epoch": 204, "phase": 2, "elapsed_s": 2.91, "total": -38.653967, "recon0": 0.69747, "recon1": 0.966204, "recon2": 1.000016, "kl0": -7.298452, "kl1": -16.983853, "kl2": -17.035353}
{"epoch": 205, "phase": 2, "elapsed_s": 2.92, "total": -38.645944, "recon0": 0.697341, "recon1": 0.971349, "recon2": 1.00003, "kl0": -7.299046, "kl1": -16.980246, "kl2": -17.035372}
{"epoch": 221, "phase": 3, "elapsed_s": 2.9, "total": 0.578004, "recon0": 0.683215, "recon1": 0.953823, "recon2": 1.000064, "kl0": -0.358509, "kl1": -0.848828, "kl2": -0.85176}
{"epoch": 222, "phase": 3, "elapsed_s": 3.15, "total": -1.511669, "recon0": 0.583109, "recon1": 0.954665, "recon2": 1.000032, "kl0": -0.650985, "kl1": -1.694999, "kl2": -1.703491}
{"epoch": 223, "phase": 3, "elapsed_s": 3.09, "total": -3.555577, "recon0": 0.543935, "recon1": 0.926833, "recon2": 1.000025, "kl0": -0.94134, "kl1": -2.529749, "kl2": -2.555281}
{"epoch": 224, "phase": 3, "elapsed_s": 2.88, "total": -5.602556, "recon0": 0.558553, "recon1": 0.91122, "recon2": 1.000019, "kl0": -1.282878, "kl1": -3.382386, "kl2": -3.407084}
{"epoch": 225, "phase": 3, "elapsed_s": 3.07, "total": -7.673471, "recon0": 0.587636, "recon1": 0.911463, "recon2": 1.000011, "kl0": -1.67974, "kl1": -4.233979, "kl2": -4.258862}
{"epoch": 226, "phase": 3, "elapsed_s": 2.89, "total": -9.737106, "recon0": 0.619345, "recon1": 0.908999, "recon2": 1.000035, "kl0": -2.082411, "kl1": -5.072475, "kl2": -5.110599}
{"epoch": 227, "phase": 3, "elapsed_s": 2.85, "total": -11.786613, "recon0": 0.64671, "recon1": 0.926756, "recon2": 1.000035, "kl0": -2.484572, "kl1": -5.913173, "kl2": -5.962369}
{"epoch": 228, "phase": 3, "elapsed_s": 2.95, "total": -13.85122, "recon0": 0.667713, "recon1": 0.945754, "recon2": 1.000023, "kl0": -2.873778, "kl1": -6.77681, "kl2": -6.814123}
{"epoch": 229, "phase": 3, "elapsed_s": 2.97, "total": -15.926163, "recon0": 0.678209, "recon1": 0.9446, "recon2": 1.000025, "kl0": -3.255653, "kl1": -7.627426, "kl2": -7.665919}
{"epoch": 230, "phase": 3, "elapsed_s": 3.38, "total": -17.990394, "recon0": 0.688599, "recon1": 0.922017, "recon2": 1.000013, "kl0": -3.631722, "kl1": -8.451639, "kl2": -8.517662}
{"epoch": 231, "phase": 3, "elapsed_s": 2.97, "total": -20.05363, "recon0": 0.692545, "recon1": 0.929011, "recon2": 1.00003, "kl0": -4.004439, "kl1": -9.301344, "kl2": -9.369433}
{"epoch": 232, "phase": 3, "elapsed_s": 3.19, "total": -22.139363, "recon0": 0.696991, "recon1": 0.914097, "recon2": 1.000022, "kl0": -4.375071, "kl1": -10.154198, "kl2": -10.221204}
{"epoch": 233, "phase": 3, "elapsed_s": 2.74, "total": -24.166406, "recon0": 0.697202, "recon1": 0.918354, "recon2": 1.000018, "kl0": -4.742771, "kl1": -10.966177, "kl2": -11.073032}
{"epoch": 234, "phase": 3, "elapsed_s": 2.89, "total": -26.257676, "recon0": 0.697616, "recon1": 0.94674, "recon2": 1.000008, "kl0": -5.108427, "kl1": -11.86887, "kl2": -11.924743}
{"epoch": 235, "phase": 3, "elapsed_s": 3.21, "total": -28.325158, "recon0": 0.697958, "recon1": 0.951478, "recon2": 0.999996, "kl0": -5.473576, "kl1": -12.724432, "kl2": -12.776582}
{"epoch": 236, "phase": 3, "elapsed_s": 2.96, "total": -30.387442, "recon0": 0.697798, "recon1": 0.953353, "recon2": 1.000031, "kl0": -5.838439, "kl1": -13.57188, "kl2": -13.628305}
{"epoch": 237, "phase": 3, "elapsed_s": 2.86, "total": -32.45829, "recon0": 0.697736, "recon1": 0.947966, "recon2": 1.000027, "kl0": -6.203299, "kl1": -14.420664, "kl2": -14.480056}
{"epoch": 238, "phase": 3, "elapsed_s": 3.04, "total": -34.509856, "recon0": 0.69741, "recon1": 0.95943, "recon2": 1.000022, "kl0": -6.567882, "kl1": -15.266967, "kl2": -15.33187}
{"epoch": 239, "phase": 3, "elapsed_s": 2.91, "total": -36.590951, "recon0": 0.697447, "recon1": 0.947785, "recon2": 1.000037, "kl0": -6.934759, "kl1": -16.117864, "kl2": -16.183598}
{"epoch": 240, "phase": 3, "elapsed_s": 2.78, "total": -38.654125, "recon0": 0.697201, "recon1": 0.955148, "recon2": 1.000019, "kl0": -7.298895, "kl1": -16.972213, "kl2": -17.035384}
{"epoch": 241, "phase": 3, "elapsed_s": 2.79, "total": -38.658259, "recon0": 0.697061, "recon1": 0.94497, "recon2": 1.000026, "kl0": -7.298201, "kl1": -16.966735, "kl2": -17.03538}
{"epoch": 242, "phase": 3, "elapsed_s": 3.06, "total": -38.659279, "recon0": 0.697367, "recon1": 0.948459, "recon2": 1.000018, "kl0": -7.299701, "kl1": -16.97002, "kl2": -17.035402}
{"epoch": 243, "phase": 3, "elapsed_s": 2.73, "total": -38.654524, "recon0": 0.697322, "recon1": 0.949876, "recon2": 1.000022, "kl0": -7.299821, "kl1": -16.96653, "kl2": -17.035392}
{"epoch": 244, "phase": 3, "elapsed_s": 2.93, "total": -38.643778, "recon0": 0.697237, "recon1": 0.953351, "recon2": 1.000024, "kl0": -7.299924, "kl1": -16.959078, "kl2": -17.035387}
{"epoch": 245, "phase": 3, "elapsed_s": 3.01, "total": -38.618723, "recon0": 0.697386, "recon1": 0.977086, "recon2": 1.000035, "kl0": -7.299544, "kl1": -16.958299, "kl2": -17.035387}
{"epoch": 246, "phase": 3, "elapsed_s": 3.02, "total": -38.625369, "recon0": 0.697323, "recon1": 0.979142, "recon2": 1.000002, "kl0": -7.298533, "kl1": -16.967917, "kl2": -17.035385}
{"epoch": 247, "phase": 3, "elapsed_s": 2.74, "total": -38.622153, "recon0": 0.697508, "recon1": 0.978482, "recon2": 1.000004, "kl0": -7.299051, "kl1": -16.963708, "kl2": -17.035387}
{"epoch": 248, "phase": 3, "elapsed_s": 2.84, "total": -38.62692, "recon0": 0.697102, "recon1": 0.986603, "recon2": 1.000024, "kl0": -7.299653, "kl1": -16.975606, "kl2": -17.03539}
{"epoch": 249, "phase": 3, "elapsed_s": 2.96, "total": -38.636396, "recon0": 0.697507, "recon1": 0.985464, "recon2": 1.000026, "kl0": -7.299698, "kl1": -16.984327, "kl2": -17.035367}
{"epoch": 250, "phase": 3, "elapsed_s": 2.89, "total": -38.624573, "recon0": 0.697258, "recon1": 0.984266, "recon2": 1.000017, "kl0": -7.299695, "kl1": -16.97103, "kl2": -17.035389}
{"epoch": 251, "phase": 3, "elapsed_s": 2.89, "total": -38.624566, "recon0": 0.697247, "recon1": 0.98811, "recon2": 1.000013, "kl0": -7.299876, "kl1": -16.974685, "kl2": -17.035376}
{"epoch": 252, "phase": 3, "elapsed_s": 3.0, "total": -38.635577, "recon0": 0.697467, "recon1": 0.984038, "recon2": 1.000005, "kl0": -7.299523, "kl1": -16.982165, "kl2": -17.035399}
{"epoch": 253, "phase": 3, "elapsed_s": 2.82, "total": -38.640725, "recon0": 0.697414, "recon1": 0.985166, "recon2": 1.000009, "kl0": -7.299364, "kl1": -16.988548, "kl2": -17.035401}
{"epoch": 254, "phase": 3, "elapsed_s": 2.83, "total": -38.642238, "recon0": 0.697188, "recon1": 0.98575, "recon2": 1.000019, "kl0": -7.299807, "kl1": -16.990005, "kl2": -17.035384}
{"epoch": 255, "phase": 3, "elapsed_s": 2.95, "total": -38.641054, "recon0": 0.697259, "recon1": 0.983436, "recon2": 1.000017, "kl0": -7.299016, "kl1": -16.98737, "kl2": -17.035381}
{"epoch": 256, "phase": 3, "elapsed_s": 2.89, "total": -38.637622, "recon0": 0.697184, "recon1": 0.983699, "recon2": 1.00003, "kl0": -7.299709, "kl1": -16.983436, "kl2": -17.03539}
{"epoch": 257, "phase": 3, "elapsed_s": 2.98, "total": -38.64058, "recon0": 0.697072, "recon1": 0.983793, "recon2": 1.000024, "kl0": -7.299431, "kl1": -16.986666, "kl2": -17.035373}
{"epoch": 258, "phase": 3, "elapsed_s": 3.14, "total": -38.650012, "recon0": 0.697092, "recon1": 0.980382, "recon2": 1.000003, "kl0": -7.299314, "kl1": -16.992774, "kl2": -17.035401}
{"epoch": 259, "phase": 3, "elapsed_s": 3.04, "total": -38.658965, "recon0": 0.697251, "recon1": 0.980628, "recon2": 0.999999, "kl0": -7.300117, "kl1": -17.001324, "kl2": -17.035402}
{"epoch": 260, "phase": 3, "elapsed_s": 2.9, "total": -38.648161, "recon0": 0.697144, "recon1": 0.981451, "recon2": 1.000031, "kl0": -7.299365, "kl1": -16.992029, "kl2": -17.035392}
{"epoch": 261, "phase": 3, "elapsed_s": 2.9, "total": -38.653211, "recon0": 0.697179, "recon1": 0.966256, "recon2": 1.000005, "kl0": -7.299455, "kl1": -16.981796, "kl2": -17.035401}
{"epoch": 262, "phase": 3, "elapsed_s": 2.95, "total": -38.626724, "recon0": 0.697207, "recon1": 0.962443, "recon2": 1.000015, "kl0": -7.299714, "kl1": -16.951284, "kl2": -17.035391}
{"epoch": 281, "phase": 4, "elapsed_s": 3.89, "total": 1.568994, "recon0": 0.693499, "recon1": 0.947326, "recon2": 1.000015, "kl0": -0.188474, "kl1": -0.440658, "kl2": -0.442713}
{"epoch": 282, "phase": 4, "elapsed_s": 3.71, "total": 0.491498, "recon0": 0.658598, "recon1": 0.954929, "recon2": 1.000009, "kl0": -0.356572, "kl1": -0.880035, "kl2": -0.885431}
{"epoch": 283, "phase": 4, "elapsed_s": 4.0, "total": -0.592675, "recon0": 0.594064, "recon1": 0.942773, "recon2": 1.000011, "kl0": -0.481986, "kl1": -1.319369, "kl2": -1.328168}
{"epoch": 284, "phase": 4, "elapsed_s": 4.1, "total": -1.648798, "recon0": 0.581671, "recon1": 0.943071, "recon2": 0.999993, "kl0": -0.642452, "kl1": -1.760196, "kl2": -1.770886}
{"epoch": 285, "phase": 4, "elapsed_s": 4.14, "total": -2.699906, "recon0": 0.588747, "recon1": 0.940156, "recon2": 1.000009, "kl0": -0.81323, "kl1": -2.201979, "kl2": -2.213609}
{"epoch": 286, "phase": 4, "elapsed_s": 3.87, "total": -3.75732, "recon0": 0.593007, "recon1": 0.939351, "recon2": 1.000007, "kl0": -0.990753, "kl1": -2.642587, "kl2": -2.656345}
{"epoch": 287, "phase": 4, "elapsed_s": 3.91, "total": -4.808199, "recon0": 0.602536, "recon1": 0.941, "recon2": 1.000007, "kl0": -1.167965, "kl1": -3.084708, "kl2": -3.099069}
{"epoch": 288, "phase": 4, "elapsed_s": 4.06, "total": -5.87697, "recon0": 0.607726, "recon1": 0.939643, "recon2": 1.000008, "kl0": -1.355443, "kl1": -3.527134, "kl2": -3.541771}
{"epoch": 289, "phase": 4, "elapsed_s": 3.66, "total": -6.947839, "recon0": 0.618321, "recon1": 0.938686, "recon2": 1.000009, "kl0": -1.552108, "kl1": -3.96823, "kl2": -3.984516}
{"epoch": 290, "phase": 4, "elapsed_s": 3.65, "total": -8.02493, "recon0": 0.631577, "recon1": 0.940126, "recon2": 0.999996, "kl0": -1.760842, "kl1": -4.408556, "kl2": -4.42723}
{"epoch": 291, "phase": 4, "elapsed_s": 3.72, "total": -9.111374, "recon0": 0.641746, "recon1": 0.939954, "recon2": 1.000004, "kl0": -1.9735, "kl1": -4.84961, "kl2": -4.869968}
{"epoch": 292, "phase": 4, "elapsed_s": 3.6, "total": -10.19833, "recon0": 0.651906, "recon1": 0.939247, "recon2": 1.000006, "kl0": -2.185887, "kl1": -5.290919, "kl2": -5.312684}
{"epoch": 293, "phase": 4, "elapsed_s": 3.77, "total": -11.275475, "recon0": 0.662185, "recon1": 0.941353, "recon2": 1.000011, "kl0": -2.393798, "kl1": -5.729819, "kl2": -5.755407}
{"epoch": 294, "phase": 4, "elapsed_s": 3.54, "total": -12.366956, "recon0": 0.671937, "recon1": 0.937899, "recon2": 0.999992, "kl0": -2.604576, "kl1": -6.174081, "kl2": -6.198127}
{"epoch": 295, "phase": 4, "elapsed_s": 3.55, "total": -13.466951, "recon0": 0.677389, "recon1": 0.920398, "recon2": 1.00002, "kl0": -2.811491, "kl1": -6.612414, "kl2": -6.640854}
{"epoch": 296, "phase": 4, "elapsed_s": 3.8, "total": -14.558737, "recon0": 0.682467, "recon1": 0.90166, "recon2": 1.000012, "kl0": -3.011368, "kl1": -7.047936, "kl2": -7.083573}
{"epoch": 297, "phase": 4, "elapsed_s": 3.52, "total": -15.627728, "recon0": 0.686995, "recon1": 0.909203, "recon2": 1.000002, "kl0": -3.207996, "kl1": -7.48962, "kl2": -7.526311}
{"epoch": 298, "phase": 4, "elapsed_s": 3.61, "total": -16.699343, "recon0": 0.691447, "recon1": 0.909158, "recon2": 1.000008, "kl0": -3.402371, "kl1": -7.928561, "kl2": -7.969025}
{"epoch": 299, "phase": 4, "elapsed_s": 3.66, "total": -17.775625, "recon0": 0.693403, "recon1": 0.914712, "recon2": 1.00001, "kl0": -3.596156, "kl1": -8.375855, "kl2": -8.41174}
{"epoch": 300, "phase": 4, "elapsed_s": 3.45, "total": -18.843805, "recon0": 0.695437, "recon1": 0.914954, "recon2": 1.000012, "kl0": -3.789835, "kl1": -8.80989, "kl2": -8.854483}
{"epoch": 301, "phase": 4, "elapsed_s": 3.84, "total": -19.923397, "recon0": 0.696971, "recon1": 0.906998, "recon2": 1.000001, "kl0": -3.979459, "kl1": -9.250697, "kl2": -9.297211}
{"epoch": 302, "phase": 4, "elapsed_s": 3.84, "total": -21.001681, "recon0": 0.696564, "recon1": 0.907054, "recon2": 1.000007, "kl0": -4.171324, "kl1": -9.694054, "kl2": -9.739928}
{"epoch": 303, "phase": 4, "elapsed_s": 3.78, "total": -22.071152, "recon0": 0.697238, "recon1": 0.912101, "recon2": 1.000014, "kl0": -4.362586, "kl1": -10.135274, "kl2": -10.182645}
{"epoch": 304, "phase": 4, "elapsed_s": 3.72, "total": -23.136086, "recon0": 0.697386, "recon1": 0.913262, "recon2": 1.000004, "kl0": -4.553108, "kl1": -10.568258, "kl2": -10.625372}
{"epoch": 305, "phase": 4, "elapsed_s": 3.56, "total": -24.214757, "recon0": 0.697235, "recon1": 0.91282, "recon2": 1.000008, "kl0": -4.740853, "kl1": -11.015869, "kl2": -11.068098}
{"epoch": 306, "phase": 4, "elapsed_s": 3.75, "total": -25.294484, "recon0": 0.697401, "recon1": 0.912665, "recon2": 1.000012, "kl0": -4.931934, "kl1": -11.461807, "kl2": -11.510822}
{"epoch": 307, "phase": 4, "elapsed_s": 3.89, "total": -26.362134, "recon0": 0.697572, "recon1": 0.911216, "recon2": 1.000001, "kl0": -5.122238, "kl1": -11.895136, "kl2": -11.953549}
{"epoch": 308, "phase": 4, "elapsed_s": 3.73, "total": -27.440353, "recon0": 0.697543, "recon1": 0.912553, "recon2": 1.000008, "kl0": -5.31231, "kl1": -12.341876, "kl2": -12.396271}
{"epoch": 309, "phase": 4, "elapsed_s": 4.23, "total": -28.511587, "recon0": 0.697549, "recon1": 0.907015, "recon2": 1.000013, "kl0": -5.501276, "kl1": -12.775915, "kl2": -12.838974}
{"epoch": 310, "phase": 4, "elapsed_s": 3.74, "total": -29.581934, "recon0": 0.696742, "recon1": 0.91166, "recon2": 1.000006, "kl0": -5.691119, "kl1": -13.217509, "kl2": -13.281713}
{"epoch": 311, "phase": 4, "elapsed_s": 3.9, "total": -30.657105, "recon0": 0.697226, "recon1": 0.924003, "recon2": 1.000009, "kl0": -5.880981, "kl1": -13.672913, "kl2": -13.724449}
{"epoch": 312, "phase": 4, "elapsed_s": 3.87, "total": -31.724706, "recon0": 0.697059, "recon1": 0.910476, "recon2": 1.000008, "kl0": -6.070221, "kl1": -14.094861, "kl2": -14.167167}
{"epoch": 313, "phase": 4, "elapsed_s": 3.56, "total": -32.801155, "recon0": 0.696998, "recon1": 0.911396, "recon2": 0.999999, "kl0": -6.260247, "kl1": -14.539419, "kl2": -14.609882}
{"epoch": 314, "phase": 4, "elapsed_s": 3.79, "total": -32.79754, "recon0": 0.69681, "recon1": 0.931113, "recon2": 1.000006, "kl0": -6.259699, "kl1": -14.555883, "kl2": -14.609886}
{"epoch": 315, "phase": 4, "elapsed_s": 3.68, "total": -32.789688, "recon0": 0.69697, "recon1": 0.91289, "recon2": 0.999996, "kl0": -6.259897, "kl1": -14.529742, "kl2": -14.609906}
{"epoch": 316, "phase": 4, "elapsed_s": 3.69, "total": -32.799928, "recon0": 0.696995, "recon1": 0.920038, "recon2": 0.999998, "kl0": -6.260204, "kl1": -14.546849, "kl2": -14.609907}
{"epoch": 317, "phase": 4, "elapsed_s": 3.97, "total": -32.808189, "recon0": 0.696813, "recon1": 0.909605, "recon2": 1.000001, "kl0": -6.260183, "kl1": -14.544527, "kl2": -14.609898}
{"epoch": 318, "phase": 4, "elapsed_s": 3.93, "total": -32.809561, "recon0": 0.696884, "recon1": 0.910203, "recon2": 1.000008, "kl0": -6.260279, "kl1": -14.546486, "kl2": -14.609891}
{"epoch": 319, "phase": 4, "elapsed_s": 4.03, "total": -32.806915, "recon0": 0.696695, "recon1": 0.915331, "recon2": 1.000006, "kl0": -6.26038, "kl1": -14.548677, "kl2": -14.609889}
{"epoch": 320, "phase": 4, "elapsed_s": 4.03, "total": -32.809224, "recon0": 0.696971, "recon1": 0.913454, "recon2": 0.999994, "kl0": -6.26115, "kl1": -14.548583, "kl2": -14.609909}
{"epoch": 321, "phase": 4, "elapsed_s": 3.79, "total": -32.80658, "recon0": 0.696921, "recon1": 0.912158, "recon2": 1.000014, "kl0": -6.259892, "kl1": -14.545911, "kl2": -14.60987}
{"epoch": 322, "phase": 4, "elapsed_s": 4.02, "total": -32.816063, "recon0": 0.696816, "recon1": 0.909218, "recon2": 1.000008, "kl0": -6.260476, "kl1": -14.55174, "kl2": -14.609889}
{"epoch": 323, "phase": 4, "elapsed_s": 3.72, "total": -32.796806, "recon0": 0.696905, "recon1": 0.916061, "recon2": 1.000013, "kl0": -6.260144, "kl1": -14.53976, "kl2": -14.609881}
{"epoch": 324, "phase": 4, "elapsed_s": 3.6, "total": -32.791959, "recon0": 0.697228, "recon1": 0.917183, "recon2": 1.000012, "kl0": -6.259073, "kl1": -14.537418, "kl2": -14.609892}
{"epoch": 325, "phase": 4, "elapsed_s": 3.84, "total": -32.801608, "recon0": 0.696749, "recon1": 0.914895, "recon2": 1.000006, "kl0": -6.260871, "kl1": -14.542501, "kl2": -14.609887}
{"epoch": 326, "phase": 4, "elapsed_s": 3.62, "total": -32.80991, "recon0": 0.696849, "recon1": 0.906385, "recon2": 1.000009, "kl0": -6.260348, "kl1": -14.542919, "kl2": -14.609886}
{"epoch": 327, "phase": 4, "elapsed_s": 3.75, "total": -32.783185, "recon0": 0.696993, "recon1": 0.920439, "recon2": 1.000011, "kl0": -6.26005, "kl1": -14.530707, "kl2": -14.609871}
{"epoch": 328, "phase": 4, "elapsed_s": 3.86, "total": -32.780511, "recon0": 0.69678, "recon1": 0.929524, "recon2": 0.999999, "kl0": -6.260888, "kl1": -14.536023, "kl2": -14.609902}
{"epoch": 329, "phase": 4, "elapsed_s": 3.76, "total": -32.800836, "recon0": 0.696711, "recon1": 0.915503, "recon2": 0.999994, "kl0": -6.260517, "kl1": -14.54262, "kl2": -14.609907}
{"epoch": 330, "phase": 4, "elapsed_s": 3.82, "total": -32.800309, "recon0": 0.696824, "recon1": 0.919015, "recon2": 1.000001, "kl0": -6.260781, "kl1": -14.54548, "kl2": -14.609888}
{"epoch": 331, "phase": 4, "elapsed_s": 3.76, "total": -32.80928, "recon0": 0.696806, "recon1": 0.91412, "recon2": 1.000007, "kl0": -6.260476, "kl1": -14.549832, "kl2": -14.609904}
{"epoch": 332, "phase": 4, "elapsed_s": 3.86, "total": -32.800028, "recon0": 0.697042, "recon1": 0.917003, "recon2": 1.000004, "kl0": -6.26014, "kl1": -14.544058, "kl2": -14.60988}
{"epoch": 333, "phase": 4, "elapsed_s": 4.09, "total": -32.805645, "recon0": 0.69698, "recon1": 0.914057, "recon2": 1.000003, "kl0": -6.259438, "kl1": -14.547351, "kl2": -14.609897}
{"epoch": 334, "phase": 4, "elapsed_s": 4.11, "total": -32.803752, "recon0": 0.696743, "recon1": 0.911666, "recon2": 1.000004, "kl0": -6.260028, "kl1": -14.542248, "kl2": -14.609889}
{"epoch": 335, "phase": 4, "elapsed_s": 4.06, "total": -32.79918, "recon0": 0.696952, "recon1": 0.922422, "recon2": 1.000003, "kl0": -6.260643, "kl1": -14.548012, "kl2": -14.609902}
{"epoch": 336, "phase": 4, "elapsed_s": 3.92, "total": -32.806642, "recon0": 0.697, "recon1": 0.910521, "recon2": 1.000005, "kl0": -6.26087, "kl1": -14.543395, "kl2": -14.609903}
{"epoch": 337, "phase": 4, "elapsed_s": 3.79, "total": -32.802425, "recon0": 0.696715, "recon1": 0.911598, "recon2": 0.999997, "kl0": -6.260366, "kl1": -14.540477, "kl2": -14.609892}
{"epoch": 338, "phase": 4, "elapsed_s": 3.86, "total": -32.799268, "recon0": 0.696866, "recon1": 0.911219, "recon2": 1.000009, "kl0": -6.260086, "kl1": -14.53738, "kl2": -14.609895}
{"epoch": 339, "phase": 4, "elapsed_s": 3.64, "total": -32.80133, "recon0": 0.696953, "recon1": 0.914761, "recon2": 1.000007, "kl0": -6.260135, "kl1": -14.543011, "kl2": -14.609903}
{"epoch": 340, "phase": 4, "elapsed_s": 3.81, "total": -32.780337, "recon0": 0.696945, "recon1": 0.924979, "recon2": 1.000001, "kl0": -6.260224, "kl1": -14.532153, "kl2": -14.609886}
{"epoch": 341, "phase": 4, "elapsed_s": 3.89, "total": -32.776223, "recon0": 0.696934, "recon1": 0.945074, "recon2": 1.000013, "kl0": -6.260531, "kl1": -14.547831, "kl2": -14.609882}
{"epoch": 342, "phase": 4, "elapsed_s": 3.48, "total": -32.781524, "recon0": 0.69691, "recon1": 0.946269, "recon2": 1.000009, "kl0": -6.259565, "kl1": -14.555248, "kl2": -14.609898}