01c19662cb
Includes core prod + GREEN/BLUE subsystems: - prod/ (BLUE harness, configs, scripts, docs) - nautilus_dolphin/ (GREEN Nautilus-native impl + dvae/ preserved) - adaptive_exit/ (AEM engine + models/bucket_assignments.pkl) - Observability/ (EsoF advisor, TUI, dashboards) - external_factors/ (EsoF producer) - mc_forewarning_qlabs_fork/ (MC regime/envelope) Excludes runtime caches, logs, backups, and reproducible artifacts per .gitignore.
311 lines
53 KiB
JSON
Executable File
311 lines
53 KiB
JSON
Executable File
{"epoch": 1, "phase": 0, "elapsed_s": 21.37, "total": 86.883101, "recon0": 1.209082, "recon1": 0.0, "recon2": 0.0, "kl0": 85.674019, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 2, "phase": 0, "elapsed_s": 22.65, "total": 86.105073, "recon0": 1.023753, "recon1": 0.0, "recon2": 0.0, "kl0": 85.08132, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 3, "phase": 0, "elapsed_s": 21.13, "total": 86.082626, "recon0": 1.016161, "recon1": 0.0, "recon2": 0.0, "kl0": 85.066465, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 4, "phase": 0, "elapsed_s": 20.71, "total": 86.07332, "recon0": 1.012764, "recon1": 0.0, "recon2": 0.0, "kl0": 85.060556, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 5, "phase": 0, "elapsed_s": 20.67, "total": 86.067549, "recon0": 1.010427, "recon1": 0.0, "recon2": 0.0, "kl0": 85.057122, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 6, "phase": 0, "elapsed_s": 21.83, "total": 86.063378, "recon0": 1.008629, "recon1": 0.0, "recon2": 0.0, "kl0": 85.054749, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 7, "phase": 0, "elapsed_s": 20.94, "total": 86.061734, "recon0": 1.008111, "recon1": 0.0, "recon2": 0.0, "kl0": 85.053624, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 8, "phase": 0, "elapsed_s": 21.69, "total": 86.060172, "recon0": 1.007566, "recon1": 0.0, "recon2": 0.0, "kl0": 85.052606, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 9, "phase": 0, "elapsed_s": 24.39, "total": 86.059015, "recon0": 1.00676, "recon1": 0.0, "recon2": 0.0, "kl0": 85.052255, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 10, "phase": 0, "elapsed_s": 21.72, "total": 86.058169, "recon0": 1.006557, "recon1": 0.0, "recon2": 0.0, "kl0": 85.051611, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 11, "phase": 0, "elapsed_s": 21.5, "total": 86.057308, "recon0": 1.006546, "recon1": 0.0, "recon2": 0.0, "kl0": 85.050762, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 12, "phase": 0, "elapsed_s": 21.15, "total": 86.057449, "recon0": 1.006532, "recon1": 0.0, "recon2": 0.0, "kl0": 85.050917, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 13, "phase": 0, "elapsed_s": 20.98, "total": 86.056621, "recon0": 1.006051, "recon1": 0.0, "recon2": 0.0, "kl0": 85.05057, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 14, "phase": 0, "elapsed_s": 21.19, "total": 86.056466, "recon0": 1.005925, "recon1": 0.0, "recon2": 0.0, "kl0": 85.050541, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 15, "phase": 0, "elapsed_s": 21.56, "total": 86.056324, "recon0": 1.005965, "recon1": 0.0, "recon2": 0.0, "kl0": 85.050359, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 16, "phase": 0, "elapsed_s": 21.07, "total": 86.05557, "recon0": 1.005388, "recon1": 0.0, "recon2": 0.0, "kl0": 85.050182, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 17, "phase": 0, "elapsed_s": 20.74, "total": 86.055729, "recon0": 1.005701, "recon1": 0.0, "recon2": 0.0, "kl0": 85.050027, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 18, "phase": 0, "elapsed_s": 20.58, "total": 86.055101, "recon0": 1.005328, "recon1": 0.0, "recon2": 0.0, "kl0": 85.049773, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 19, "phase": 0, "elapsed_s": 21.51, "total": 86.054515, "recon0": 1.004854, "recon1": 0.0, "recon2": 0.0, "kl0": 85.049661, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 20, "phase": 0, "elapsed_s": 21.5, "total": 86.054634, "recon0": 1.005132, "recon1": 0.0, "recon2": 0.0, "kl0": 85.049502, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 21, "phase": 0, "elapsed_s": 20.8, "total": 86.054984, "recon0": 1.00535, "recon1": 0.0, "recon2": 0.0, "kl0": 85.049634, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 22, "phase": 0, "elapsed_s": 21.44, "total": 86.054563, "recon0": 1.004981, "recon1": 0.0, "recon2": 0.0, "kl0": 85.049582, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 23, "phase": 0, "elapsed_s": 20.82, "total": 86.054125, "recon0": 1.004879, "recon1": 0.0, "recon2": 0.0, "kl0": 85.049246, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 24, "phase": 0, "elapsed_s": 20.26, "total": 86.054195, "recon0": 1.004682, "recon1": 0.0, "recon2": 0.0, "kl0": 85.049513, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 25, "phase": 0, "elapsed_s": 21.69, "total": 86.053705, "recon0": 1.00435, "recon1": 0.0, "recon2": 0.0, "kl0": 85.049355, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 26, "phase": 0, "elapsed_s": 21.12, "total": 86.053788, "recon0": 1.004346, "recon1": 0.0, "recon2": 0.0, "kl0": 85.049442, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 27, "phase": 0, "elapsed_s": 20.49, "total": 86.053552, "recon0": 1.004326, "recon1": 0.0, "recon2": 0.0, "kl0": 85.049226, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 28, "phase": 0, "elapsed_s": 21.34, "total": 86.05329, "recon0": 1.004203, "recon1": 0.0, "recon2": 0.0, "kl0": 85.049086, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 29, "phase": 0, "elapsed_s": 20.16, "total": 86.053247, "recon0": 1.004118, "recon1": 0.0, "recon2": 0.0, "kl0": 85.049129, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 30, "phase": 0, "elapsed_s": 20.36, "total": 86.053359, "recon0": 1.004064, "recon1": 0.0, "recon2": 0.0, "kl0": 85.049294, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 31, "phase": 0, "elapsed_s": 20.51, "total": 86.05295, "recon0": 1.004003, "recon1": 0.0, "recon2": 0.0, "kl0": 85.048947, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 32, "phase": 0, "elapsed_s": 19.24, "total": 86.052861, "recon0": 1.003819, "recon1": 0.0, "recon2": 0.0, "kl0": 85.049042, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 33, "phase": 0, "elapsed_s": 20.48, "total": 86.05269, "recon0": 1.003701, "recon1": 0.0, "recon2": 0.0, "kl0": 85.048989, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 34, "phase": 0, "elapsed_s": 21.69, "total": 86.052425, "recon0": 1.003493, "recon1": 0.0, "recon2": 0.0, "kl0": 85.048932, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 35, "phase": 0, "elapsed_s": 20.83, "total": 86.052509, "recon0": 1.003599, "recon1": 0.0, "recon2": 0.0, "kl0": 85.04891, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 36, "phase": 0, "elapsed_s": 20.88, "total": 86.052773, "recon0": 1.003713, "recon1": 0.0, "recon2": 0.0, "kl0": 85.04906, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 37, "phase": 0, "elapsed_s": 21.83, "total": 86.052541, "recon0": 1.003609, "recon1": 0.0, "recon2": 0.0, "kl0": 85.048933, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 38, "phase": 0, "elapsed_s": 22.12, "total": 86.052515, "recon0": 1.003521, "recon1": 0.0, "recon2": 0.0, "kl0": 85.048994, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 39, "phase": 0, "elapsed_s": 21.51, "total": 86.052543, "recon0": 1.003562, "recon1": 0.0, "recon2": 0.0, "kl0": 85.04898, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 40, "phase": 0, "elapsed_s": 21.4, "total": 86.051954, "recon0": 1.003322, "recon1": 0.0, "recon2": 0.0, "kl0": 85.048632, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 41, "phase": 0, "elapsed_s": 20.97, "total": 86.05217, "recon0": 1.003313, "recon1": 0.0, "recon2": 0.0, "kl0": 85.048856, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 42, "phase": 0, "elapsed_s": 20.93, "total": 86.052204, "recon0": 1.003459, "recon1": 0.0, "recon2": 0.0, "kl0": 85.048745, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 43, "phase": 0, "elapsed_s": 21.29, "total": 86.051885, "recon0": 1.003173, "recon1": 0.0, "recon2": 0.0, "kl0": 85.048712, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 44, "phase": 0, "elapsed_s": 22.04, "total": 86.051957, "recon0": 1.003255, "recon1": 0.0, "recon2": 0.0, "kl0": 85.048702, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 45, "phase": 0, "elapsed_s": 21.58, "total": 86.051914, "recon0": 1.003216, "recon1": 0.0, "recon2": 0.0, "kl0": 85.048699, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 46, "phase": 0, "elapsed_s": 20.39, "total": 86.051632, "recon0": 1.002953, "recon1": 0.0, "recon2": 0.0, "kl0": 85.048679, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 47, "phase": 0, "elapsed_s": 20.78, "total": 86.051631, "recon0": 1.002924, "recon1": 0.0, "recon2": 0.0, "kl0": 85.048707, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 48, "phase": 0, "elapsed_s": 20.23, "total": 86.05159, "recon0": 1.002916, "recon1": 0.0, "recon2": 0.0, "kl0": 85.048674, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 49, "phase": 0, "elapsed_s": 21.3, "total": 86.051583, "recon0": 1.002921, "recon1": 0.0, "recon2": 0.0, "kl0": 85.048662, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 50, "phase": 0, "elapsed_s": 21.37, "total": 86.051379, "recon0": 1.002779, "recon1": 0.0, "recon2": 0.0, "kl0": 85.0486, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 51, "phase": 0, "elapsed_s": 21.07, "total": 86.051596, "recon0": 1.002727, "recon1": 0.0, "recon2": 0.0, "kl0": 85.048869, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 52, "phase": 0, "elapsed_s": 19.93, "total": 86.051354, "recon0": 1.002855, "recon1": 0.0, "recon2": 0.0, "kl0": 85.048499, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 53, "phase": 0, "elapsed_s": 20.48, "total": 86.051221, "recon0": 1.002693, "recon1": 0.0, "recon2": 0.0, "kl0": 85.048528, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 54, "phase": 0, "elapsed_s": 20.25, "total": 86.051298, "recon0": 1.002587, "recon1": 0.0, "recon2": 0.0, "kl0": 85.048711, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 55, "phase": 0, "elapsed_s": 20.56, "total": 86.051269, "recon0": 1.002714, "recon1": 0.0, "recon2": 0.0, "kl0": 85.048555, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 56, "phase": 0, "elapsed_s": 20.46, "total": 86.051004, "recon0": 1.002401, "recon1": 0.0, "recon2": 0.0, "kl0": 85.048603, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 57, "phase": 0, "elapsed_s": 21.53, "total": 86.050967, "recon0": 1.002443, "recon1": 0.0, "recon2": 0.0, "kl0": 85.048524, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 58, "phase": 0, "elapsed_s": 19.84, "total": 86.051041, "recon0": 1.002475, "recon1": 0.0, "recon2": 0.0, "kl0": 85.048566, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 59, "phase": 0, "elapsed_s": 23.26, "total": 86.050996, "recon0": 1.002409, "recon1": 0.0, "recon2": 0.0, "kl0": 85.048587, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 60, "phase": 0, "elapsed_s": 23.53, "total": 86.051132, "recon0": 1.002487, "recon1": 0.0, "recon2": 0.0, "kl0": 85.048645, "kl1": 0.0, "kl2": 0.0}
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{"epoch": 61, "phase": 1, "elapsed_s": 3.02, "total": 248.66253, "recon0": 0.83884, "recon1": 1.481662, "recon2": 0.0, "kl0": 73.055095, "kl1": 173.286933, "kl2": 0.0}
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{"epoch": 62, "phase": 1, "elapsed_s": 3.03, "total": 245.782191, "recon0": 0.774208, "recon1": 1.108398, "recon2": 0.0, "kl0": 73.011229, "kl1": 170.888356, "kl2": 0.0}
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{"epoch": 63, "phase": 1, "elapsed_s": 3.17, "total": 245.5468, "recon0": 0.758408, "recon1": 1.074198, "recon2": 0.0, "kl0": 73.010282, "kl1": 170.703912, "kl2": 0.0}
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{"epoch": 64, "phase": 1, "elapsed_s": 3.01, "total": 245.415567, "recon0": 0.747258, "recon1": 1.055708, "recon2": 0.0, "kl0": 73.010096, "kl1": 170.602505, "kl2": 0.0}
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{"epoch": 65, "phase": 1, "elapsed_s": 2.89, "total": 245.333834, "recon0": 0.734428, "recon1": 1.041786, "recon2": 0.0, "kl0": 73.010233, "kl1": 170.547386, "kl2": 0.0}
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{"epoch": 66, "phase": 1, "elapsed_s": 3.13, "total": 245.279483, "recon0": 0.721529, "recon1": 1.033593, "recon2": 0.0, "kl0": 73.010222, "kl1": 170.51414, "kl2": 0.0}
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{"epoch": 67, "phase": 1, "elapsed_s": 2.93, "total": 245.226985, "recon0": 0.712027, "recon1": 1.026275, "recon2": 0.0, "kl0": 73.010072, "kl1": 170.47861, "kl2": 0.0}
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{"epoch": 68, "phase": 1, "elapsed_s": 3.06, "total": 245.197208, "recon0": 0.705299, "recon1": 1.021018, "recon2": 0.0, "kl0": 73.009803, "kl1": 170.461088, "kl2": 0.0}
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{"epoch": 69, "phase": 1, "elapsed_s": 3.24, "total": 245.170304, "recon0": 0.702581, "recon1": 1.016726, "recon2": 0.0, "kl0": 73.00976, "kl1": 170.441237, "kl2": 0.0}
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{"epoch": 70, "phase": 1, "elapsed_s": 2.88, "total": 245.152694, "recon0": 0.700606, "recon1": 1.01305, "recon2": 0.0, "kl0": 73.009622, "kl1": 170.429416, "kl2": 0.0}
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{"epoch": 71, "phase": 1, "elapsed_s": 3.38, "total": 245.137568, "recon0": 0.700029, "recon1": 1.010956, "recon2": 0.0, "kl0": 73.009604, "kl1": 170.416978, "kl2": 0.0}
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{"epoch": 72, "phase": 1, "elapsed_s": 3.38, "total": 245.123892, "recon0": 0.700032, "recon1": 1.008112, "recon2": 0.0, "kl0": 73.009585, "kl1": 170.406163, "kl2": 0.0}
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{"epoch": 73, "phase": 1, "elapsed_s": 3.04, "total": 245.111695, "recon0": 0.699438, "recon1": 1.006333, "recon2": 0.0, "kl0": 73.009235, "kl1": 170.396689, "kl2": 0.0}
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{"epoch": 74, "phase": 1, "elapsed_s": 3.08, "total": 245.101468, "recon0": 0.699319, "recon1": 1.005132, "recon2": 0.0, "kl0": 73.009247, "kl1": 170.38777, "kl2": 0.0}
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{"epoch": 75, "phase": 1, "elapsed_s": 3.06, "total": 245.09494, "recon0": 0.699216, "recon1": 1.003885, "recon2": 0.0, "kl0": 73.009414, "kl1": 170.382425, "kl2": 0.0}
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{"epoch": 76, "phase": 1, "elapsed_s": 3.31, "total": 245.088454, "recon0": 0.699423, "recon1": 1.002792, "recon2": 0.0, "kl0": 73.009426, "kl1": 170.376813, "kl2": 0.0}
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{"epoch": 77, "phase": 1, "elapsed_s": 3.41, "total": 245.082945, "recon0": 0.699254, "recon1": 1.002356, "recon2": 0.0, "kl0": 73.009426, "kl1": 170.37191, "kl2": 0.0}
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{"epoch": 78, "phase": 1, "elapsed_s": 3.25, "total": 245.078702, "recon0": 0.699014, "recon1": 1.002072, "recon2": 0.0, "kl0": 73.009204, "kl1": 170.368413, "kl2": 0.0}
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{"epoch": 79, "phase": 1, "elapsed_s": 3.27, "total": 245.077534, "recon0": 0.69883, "recon1": 1.001512, "recon2": 0.0, "kl0": 73.009275, "kl1": 170.367917, "kl2": 0.0}
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{"epoch": 80, "phase": 1, "elapsed_s": 3.27, "total": 245.075582, "recon0": 0.699553, "recon1": 1.001304, "recon2": 0.0, "kl0": 73.009385, "kl1": 170.36534, "kl2": 0.0}
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{"epoch": 81, "phase": 1, "elapsed_s": 3.35, "total": 245.074042, "recon0": 0.698861, "recon1": 1.000917, "recon2": 0.0, "kl0": 73.009291, "kl1": 170.364973, "kl2": 0.0}
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{"epoch": 82, "phase": 1, "elapsed_s": 3.08, "total": 245.071491, "recon0": 0.698884, "recon1": 1.001143, "recon2": 0.0, "kl0": 73.009318, "kl1": 170.362145, "kl2": 0.0}
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{"epoch": 83, "phase": 1, "elapsed_s": 2.89, "total": 245.070205, "recon0": 0.698939, "recon1": 1.000905, "recon2": 0.0, "kl0": 73.009463, "kl1": 170.360898, "kl2": 0.0}
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{"epoch": 84, "phase": 1, "elapsed_s": 3.37, "total": 245.069235, "recon0": 0.698986, "recon1": 1.000566, "recon2": 0.0, "kl0": 73.009307, "kl1": 170.360375, "kl2": 0.0}
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{"epoch": 85, "phase": 1, "elapsed_s": 3.06, "total": 245.066959, "recon0": 0.698673, "recon1": 1.00048, "recon2": 0.0, "kl0": 73.009114, "kl1": 170.358693, "kl2": 0.0}
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{"epoch": 86, "phase": 1, "elapsed_s": 3.16, "total": 245.067654, "recon0": 0.699086, "recon1": 1.000543, "recon2": 0.0, "kl0": 73.009304, "kl1": 170.358721, "kl2": 0.0}
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{"epoch": 87, "phase": 1, "elapsed_s": 3.47, "total": 245.066236, "recon0": 0.698813, "recon1": 1.000332, "recon2": 0.0, "kl0": 73.009418, "kl1": 170.357673, "kl2": 0.0}
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{"epoch": 88, "phase": 1, "elapsed_s": 3.13, "total": 245.068739, "recon0": 0.698586, "recon1": 1.000304, "recon2": 0.0, "kl0": 73.009374, "kl1": 170.360475, "kl2": 0.0}
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{"epoch": 89, "phase": 1, "elapsed_s": 3.17, "total": 245.069731, "recon0": 0.698304, "recon1": 1.000321, "recon2": 0.0, "kl0": 73.009159, "kl1": 170.361947, "kl2": 0.0}
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{"epoch": 90, "phase": 1, "elapsed_s": 3.25, "total": 245.065129, "recon0": 0.698564, "recon1": 1.000205, "recon2": 0.0, "kl0": 73.009039, "kl1": 170.357321, "kl2": 0.0}
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{"epoch": 91, "phase": 1, "elapsed_s": 2.94, "total": 245.065436, "recon0": 0.69884, "recon1": 1.00025, "recon2": 0.0, "kl0": 73.009381, "kl1": 170.356965, "kl2": 0.0}
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{"epoch": 92, "phase": 1, "elapsed_s": 3.08, "total": 245.065126, "recon0": 0.698734, "recon1": 1.00013, "recon2": 0.0, "kl0": 73.009328, "kl1": 170.356934, "kl2": 0.0}
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{"epoch": 93, "phase": 1, "elapsed_s": 3.26, "total": 245.065383, "recon0": 0.698294, "recon1": 1.000228, "recon2": 0.0, "kl0": 73.009093, "kl1": 170.357768, "kl2": 0.0}
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{"epoch": 94, "phase": 1, "elapsed_s": 3.21, "total": 245.064074, "recon0": 0.69861, "recon1": 1.000234, "recon2": 0.0, "kl0": 73.009337, "kl1": 170.355894, "kl2": 0.0}
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{"epoch": 95, "phase": 1, "elapsed_s": 3.41, "total": 245.063219, "recon0": 0.698392, "recon1": 1.000168, "recon2": 0.0, "kl0": 73.009203, "kl1": 170.355455, "kl2": 0.0}
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{"epoch": 96, "phase": 1, "elapsed_s": 3.21, "total": 245.064144, "recon0": 0.698896, "recon1": 1.00015, "recon2": 0.0, "kl0": 73.009183, "kl1": 170.355915, "kl2": 0.0}
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{"epoch": 97, "phase": 1, "elapsed_s": 3.41, "total": 245.063184, "recon0": 0.698235, "recon1": 1.000166, "recon2": 0.0, "kl0": 73.009361, "kl1": 170.355422, "kl2": 0.0}
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{"epoch": 98, "phase": 1, "elapsed_s": 3.46, "total": 245.062962, "recon0": 0.698507, "recon1": 1.000071, "recon2": 0.0, "kl0": 73.009056, "kl1": 170.355328, "kl2": 0.0}
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{"epoch": 99, "phase": 1, "elapsed_s": 2.94, "total": 245.063443, "recon0": 0.698436, "recon1": 1.000129, "recon2": 0.0, "kl0": 73.009337, "kl1": 170.355542, "kl2": 0.0}
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{"epoch": 100, "phase": 1, "elapsed_s": 3.15, "total": 245.064084, "recon0": 0.698279, "recon1": 1.000102, "recon2": 0.0, "kl0": 73.009177, "kl1": 170.356527, "kl2": 0.0}
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{"epoch": 101, "phase": 1, "elapsed_s": 2.87, "total": 245.065917, "recon0": 0.698605, "recon1": 1.000079, "recon2": 0.0, "kl0": 73.009277, "kl1": 170.357956, "kl2": 0.0}
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{"epoch": 102, "phase": 1, "elapsed_s": 2.97, "total": 245.062561, "recon0": 0.698225, "recon1": 1.000098, "recon2": 0.0, "kl0": 73.009139, "kl1": 170.3551, "kl2": 0.0}
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{"epoch": 103, "phase": 1, "elapsed_s": 3.27, "total": 245.062707, "recon0": 0.698316, "recon1": 1.000145, "recon2": 0.0, "kl0": 73.009187, "kl1": 170.355059, "kl2": 0.0}
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{"epoch": 104, "phase": 1, "elapsed_s": 2.99, "total": 245.062482, "recon0": 0.698222, "recon1": 1.000031, "recon2": 0.0, "kl0": 73.009093, "kl1": 170.355135, "kl2": 0.0}
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{"epoch": 105, "phase": 1, "elapsed_s": 3.08, "total": 245.063394, "recon0": 0.698644, "recon1": 1.000078, "recon2": 0.0, "kl0": 73.009329, "kl1": 170.355344, "kl2": 0.0}
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{"epoch": 106, "phase": 1, "elapsed_s": 3.29, "total": 245.066175, "recon0": 0.698594, "recon1": 1.000032, "recon2": 0.0, "kl0": 73.009279, "kl1": 170.35827, "kl2": 0.0}
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{"epoch": 107, "phase": 1, "elapsed_s": 3.14, "total": 245.064538, "recon0": 0.698568, "recon1": 1.000093, "recon2": 0.0, "kl0": 73.009305, "kl1": 170.356572, "kl2": 0.0}
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{"epoch": 108, "phase": 1, "elapsed_s": 3.1, "total": 245.062603, "recon0": 0.698303, "recon1": 1.00004, "recon2": 0.0, "kl0": 73.009107, "kl1": 170.355153, "kl2": 0.0}
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{"epoch": 109, "phase": 1, "elapsed_s": 3.14, "total": 245.062861, "recon0": 0.698076, "recon1": 1.000048, "recon2": 0.0, "kl0": 73.009279, "kl1": 170.355458, "kl2": 0.0}
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{"epoch": 110, "phase": 1, "elapsed_s": 3.17, "total": 245.062319, "recon0": 0.698363, "recon1": 1.000067, "recon2": 0.0, "kl0": 73.008946, "kl1": 170.354943, "kl2": 0.0}
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{"epoch": 111, "phase": 1, "elapsed_s": 2.86, "total": 245.06317, "recon0": 0.697733, "recon1": 1.000048, "recon2": 0.0, "kl0": 73.00928, "kl1": 170.356109, "kl2": 0.0}
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{"epoch": 112, "phase": 1, "elapsed_s": 3.1, "total": 245.063972, "recon0": 0.698594, "recon1": 1.000056, "recon2": 0.0, "kl0": 73.009176, "kl1": 170.356146, "kl2": 0.0}
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{"epoch": 113, "phase": 1, "elapsed_s": 3.08, "total": 245.062496, "recon0": 0.698175, "recon1": 1.000032, "recon2": 0.0, "kl0": 73.009197, "kl1": 170.355092, "kl2": 0.0}
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{"epoch": 114, "phase": 1, "elapsed_s": 2.75, "total": 245.062393, "recon0": 0.698546, "recon1": 1.000057, "recon2": 0.0, "kl0": 73.008903, "kl1": 170.354888, "kl2": 0.0}
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{"epoch": 115, "phase": 1, "elapsed_s": 2.97, "total": 245.062562, "recon0": 0.69792, "recon1": 1.00003, "recon2": 0.0, "kl0": 73.009382, "kl1": 170.35523, "kl2": 0.0}
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{"epoch": 116, "phase": 1, "elapsed_s": 2.99, "total": 245.062535, "recon0": 0.698396, "recon1": 1.00003, "recon2": 0.0, "kl0": 73.009251, "kl1": 170.354857, "kl2": 0.0}
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{"epoch": 117, "phase": 1, "elapsed_s": 3.0, "total": 245.06206, "recon0": 0.697923, "recon1": 1.000024, "recon2": 0.0, "kl0": 73.008958, "kl1": 170.355155, "kl2": 0.0}
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{"epoch": 118, "phase": 1, "elapsed_s": 2.95, "total": 245.062732, "recon0": 0.698185, "recon1": 1.000067, "recon2": 0.0, "kl0": 73.009075, "kl1": 170.355406, "kl2": 0.0}
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{"epoch": 119, "phase": 1, "elapsed_s": 3.37, "total": 245.063905, "recon0": 0.698133, "recon1": 1.000064, "recon2": 0.0, "kl0": 73.009053, "kl1": 170.356654, "kl2": 0.0}
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{"epoch": 120, "phase": 1, "elapsed_s": 3.07, "total": 245.061189, "recon0": 0.697946, "recon1": 1.000034, "recon2": 0.0, "kl0": 73.009073, "kl1": 170.354136, "kl2": 0.0}
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{"epoch": 121, "phase": 1, "elapsed_s": 2.79, "total": 245.06233, "recon0": 0.697913, "recon1": 1.000029, "recon2": 0.0, "kl0": 73.009293, "kl1": 170.355095, "kl2": 0.0}
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{"epoch": 122, "phase": 1, "elapsed_s": 3.18, "total": 245.061638, "recon0": 0.698137, "recon1": 1.000039, "recon2": 0.0, "kl0": 73.009173, "kl1": 170.354288, "kl2": 0.0}
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{"epoch": 123, "phase": 1, "elapsed_s": 2.94, "total": 245.062985, "recon0": 0.698249, "recon1": 1.000035, "recon2": 0.0, "kl0": 73.009122, "kl1": 170.355579, "kl2": 0.0}
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{"epoch": 124, "phase": 1, "elapsed_s": 3.34, "total": 245.065013, "recon0": 0.698215, "recon1": 1.000013, "recon2": 0.0, "kl0": 73.008975, "kl1": 170.357809, "kl2": 0.0}
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{"epoch": 125, "phase": 1, "elapsed_s": 3.12, "total": 245.061624, "recon0": 0.697956, "recon1": 1.000065, "recon2": 0.0, "kl0": 73.009121, "kl1": 170.354482, "kl2": 0.0}
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{"epoch": 126, "phase": 1, "elapsed_s": 3.01, "total": 245.060936, "recon0": 0.69769, "recon1": 1.000027, "recon2": 0.0, "kl0": 73.009057, "kl1": 170.354162, "kl2": 0.0}
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{"epoch": 127, "phase": 1, "elapsed_s": 2.91, "total": 245.061801, "recon0": 0.698012, "recon1": 1.000037, "recon2": 0.0, "kl0": 73.00914, "kl1": 170.354613, "kl2": 0.0}
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{"epoch": 128, "phase": 1, "elapsed_s": 2.81, "total": 245.063489, "recon0": 0.697772, "recon1": 1.00003, "recon2": 0.0, "kl0": 73.00912, "kl1": 170.356566, "kl2": 0.0}
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{"epoch": 129, "phase": 1, "elapsed_s": 3.18, "total": 245.064945, "recon0": 0.697916, "recon1": 1.00004, "recon2": 0.0, "kl0": 73.009092, "kl1": 170.357898, "kl2": 0.0}
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{"epoch": 130, "phase": 1, "elapsed_s": 2.9, "total": 245.061695, "recon0": 0.697916, "recon1": 1.000021, "recon2": 0.0, "kl0": 73.009018, "kl1": 170.35474, "kl2": 0.0}
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{"epoch": 131, "phase": 1, "elapsed_s": 2.95, "total": 245.061505, "recon0": 0.698165, "recon1": 1.000035, "recon2": 0.0, "kl0": 73.008899, "kl1": 170.354405, "kl2": 0.0}
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{"epoch": 132, "phase": 1, "elapsed_s": 3.13, "total": 245.061918, "recon0": 0.69824, "recon1": 1.000023, "recon2": 0.0, "kl0": 73.009368, "kl1": 170.354287, "kl2": 0.0}
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{"epoch": 133, "phase": 1, "elapsed_s": 3.13, "total": 245.061918, "recon0": 0.697828, "recon1": 1.000028, "recon2": 0.0, "kl0": 73.009069, "kl1": 170.354992, "kl2": 0.0}
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{"epoch": 134, "phase": 1, "elapsed_s": 3.01, "total": 245.064172, "recon0": 0.698057, "recon1": 1.00003, "recon2": 0.0, "kl0": 73.009184, "kl1": 170.3569, "kl2": 0.0}
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{"epoch": 135, "phase": 1, "elapsed_s": 3.07, "total": 245.061791, "recon0": 0.698137, "recon1": 1.000016, "recon2": 0.0, "kl0": 73.009052, "kl1": 170.354585, "kl2": 0.0}
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{"epoch": 136, "phase": 1, "elapsed_s": 3.09, "total": 245.06198, "recon0": 0.69812, "recon1": 0.999998, "recon2": 0.0, "kl0": 73.009132, "kl1": 170.35473, "kl2": 0.0}
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{"epoch": 137, "phase": 1, "elapsed_s": 2.86, "total": 245.064893, "recon0": 0.697755, "recon1": 1.000018, "recon2": 0.0, "kl0": 73.009252, "kl1": 170.357868, "kl2": 0.0}
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{"epoch": 138, "phase": 1, "elapsed_s": 3.2, "total": 245.062171, "recon0": 0.697811, "recon1": 1.000029, "recon2": 0.0, "kl0": 73.008991, "kl1": 170.355339, "kl2": 0.0}
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{"epoch": 139, "phase": 1, "elapsed_s": 3.31, "total": 245.061638, "recon0": 0.697711, "recon1": 1.000027, "recon2": 0.0, "kl0": 73.00917, "kl1": 170.35473, "kl2": 0.0}
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{"epoch": 140, "phase": 1, "elapsed_s": 3.0, "total": 245.061362, "recon0": 0.697878, "recon1": 1.000018, "recon2": 0.0, "kl0": 73.00913, "kl1": 170.354335, "kl2": 0.0}
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{"epoch": 141, "phase": 2, "elapsed_s": 3.5, "total": 419.459798, "recon0": 0.697499, "recon1": 1.000007, "recon2": 1.547828, "kl0": 73.038778, "kl1": 170.354506, "kl2": 172.821181}
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{"epoch": 142, "phase": 2, "elapsed_s": 3.55, "total": 416.948685, "recon0": 0.697238, "recon1": 1.00002, "recon2": 1.117019, "kl0": 73.009815, "kl1": 170.354417, "kl2": 170.770176}
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{"epoch": 143, "phase": 2, "elapsed_s": 3.3, "total": 416.73089, "recon0": 0.697466, "recon1": 1.000016, "recon2": 1.058987, "kl0": 73.009417, "kl1": 170.35426, "kl2": 170.610743}
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{"epoch": 144, "phase": 2, "elapsed_s": 3.35, "total": 416.6285, "recon0": 0.697056, "recon1": 1.000013, "recon2": 1.034927, "kl0": 73.009292, "kl1": 170.354132, "kl2": 170.533081}
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{"epoch": 145, "phase": 2, "elapsed_s": 3.32, "total": 416.57063, "recon0": 0.69739, "recon1": 1.00002, "recon2": 1.022492, "kl0": 73.009285, "kl1": 170.354096, "kl2": 170.487348}
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{"epoch": 146, "phase": 2, "elapsed_s": 3.24, "total": 416.529586, "recon0": 0.697334, "recon1": 1.000006, "recon2": 1.015536, "kl0": 73.008931, "kl1": 170.354082, "kl2": 170.453697}
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{"epoch": 147, "phase": 2, "elapsed_s": 3.42, "total": 416.503925, "recon0": 0.697302, "recon1": 1.000012, "recon2": 1.010783, "kl0": 73.009043, "kl1": 170.353999, "kl2": 170.432786}
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{"epoch": 148, "phase": 2, "elapsed_s": 3.35, "total": 416.483341, "recon0": 0.697367, "recon1": 1.000033, "recon2": 1.008334, "kl0": 73.009005, "kl1": 170.353998, "kl2": 170.414606}
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{"epoch": 149, "phase": 2, "elapsed_s": 3.38, "total": 416.470644, "recon0": 0.697335, "recon1": 1.00001, "recon2": 1.006469, "kl0": 73.008867, "kl1": 170.354011, "kl2": 170.403952}
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{"epoch": 150, "phase": 2, "elapsed_s": 3.54, "total": 416.46048, "recon0": 0.697264, "recon1": 1.000025, "recon2": 1.005497, "kl0": 73.009136, "kl1": 170.353995, "kl2": 170.394564}
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{"epoch": 151, "phase": 2, "elapsed_s": 3.31, "total": 416.452242, "recon0": 0.697281, "recon1": 1.000033, "recon2": 1.004312, "kl0": 73.009159, "kl1": 170.35396, "kl2": 170.387496}
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{"epoch": 152, "phase": 2, "elapsed_s": 3.31, "total": 416.44725, "recon0": 0.696984, "recon1": 1.000015, "recon2": 1.003759, "kl0": 73.008808, "kl1": 170.353965, "kl2": 170.383718}
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{"epoch": 153, "phase": 2, "elapsed_s": 3.52, "total": 416.442094, "recon0": 0.697271, "recon1": 1.000024, "recon2": 1.00271, "kl0": 73.0089, "kl1": 170.353963, "kl2": 170.379226}
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{"epoch": 154, "phase": 2, "elapsed_s": 3.19, "total": 416.437258, "recon0": 0.697454, "recon1": 1.00002, "recon2": 1.002411, "kl0": 73.008803, "kl1": 170.35394, "kl2": 170.374629}
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{"epoch": 155, "phase": 2, "elapsed_s": 3.26, "total": 416.433166, "recon0": 0.697317, "recon1": 1.000021, "recon2": 1.00206, "kl0": 73.009312, "kl1": 170.353974, "kl2": 170.370483}
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{"epoch": 156, "phase": 2, "elapsed_s": 3.46, "total": 416.430844, "recon0": 0.697491, "recon1": 1.000016, "recon2": 1.001901, "kl0": 73.008935, "kl1": 170.354298, "kl2": 170.368202}
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{"epoch": 157, "phase": 2, "elapsed_s": 3.27, "total": 416.42795, "recon0": 0.697417, "recon1": 1.000021, "recon2": 1.001588, "kl0": 73.0089, "kl1": 170.354127, "kl2": 170.365896}
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{"epoch": 158, "phase": 2, "elapsed_s": 3.23, "total": 416.425389, "recon0": 0.697349, "recon1": 1.000001, "recon2": 1.001314, "kl0": 73.008961, "kl1": 170.354008, "kl2": 170.363755}
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{"epoch": 159, "phase": 2, "elapsed_s": 3.48, "total": 416.423755, "recon0": 0.697305, "recon1": 1.000027, "recon2": 1.001166, "kl0": 73.008999, "kl1": 170.354388, "kl2": 170.361869}
|
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{"epoch": 160, "phase": 2, "elapsed_s": 3.49, "total": 416.421273, "recon0": 0.697173, "recon1": 1.000042, "recon2": 1.001066, "kl0": 73.008869, "kl1": 170.353958, "kl2": 170.360165}
|
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{"epoch": 161, "phase": 2, "elapsed_s": 3.52, "total": 416.419849, "recon0": 0.697089, "recon1": 1.000016, "recon2": 1.001035, "kl0": 73.008964, "kl1": 170.354018, "kl2": 170.358727}
|
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{"epoch": 162, "phase": 2, "elapsed_s": 3.5, "total": 416.418892, "recon0": 0.697406, "recon1": 1.000005, "recon2": 1.000808, "kl0": 73.009006, "kl1": 170.354058, "kl2": 170.35761}
|
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{"epoch": 163, "phase": 2, "elapsed_s": 3.28, "total": 416.417835, "recon0": 0.697041, "recon1": 1.000005, "recon2": 1.000716, "kl0": 73.008931, "kl1": 170.354206, "kl2": 170.356935}
|
|
{"epoch": 164, "phase": 2, "elapsed_s": 3.19, "total": 416.417671, "recon0": 0.697478, "recon1": 1.000002, "recon2": 1.00073, "kl0": 73.008778, "kl1": 170.354246, "kl2": 170.356437}
|
|
{"epoch": 165, "phase": 2, "elapsed_s": 3.4, "total": 416.416473, "recon0": 0.697042, "recon1": 1.000007, "recon2": 1.000516, "kl0": 73.009237, "kl1": 170.354048, "kl2": 170.355622}
|
|
{"epoch": 166, "phase": 2, "elapsed_s": 3.28, "total": 416.416383, "recon0": 0.697208, "recon1": 1.000015, "recon2": 1.000557, "kl0": 73.008953, "kl1": 170.35419, "kl2": 170.35546}
|
|
{"epoch": 167, "phase": 2, "elapsed_s": 3.24, "total": 416.415974, "recon0": 0.697206, "recon1": 1.000015, "recon2": 1.000499, "kl0": 73.009172, "kl1": 170.354136, "kl2": 170.354946}
|
|
{"epoch": 168, "phase": 2, "elapsed_s": 3.36, "total": 416.415526, "recon0": 0.697085, "recon1": 1.000009, "recon2": 1.000492, "kl0": 73.008963, "kl1": 170.354082, "kl2": 170.354896}
|
|
{"epoch": 169, "phase": 2, "elapsed_s": 3.26, "total": 416.415312, "recon0": 0.697175, "recon1": 1.000023, "recon2": 1.000413, "kl0": 73.008891, "kl1": 170.354034, "kl2": 170.354775}
|
|
{"epoch": 170, "phase": 2, "elapsed_s": 3.24, "total": 416.414749, "recon0": 0.696923, "recon1": 1.000024, "recon2": 1.000263, "kl0": 73.008857, "kl1": 170.354189, "kl2": 170.354494}
|
|
{"epoch": 171, "phase": 2, "elapsed_s": 3.42, "total": 416.415318, "recon0": 0.697313, "recon1": 1.000026, "recon2": 1.000343, "kl0": 73.009014, "kl1": 170.354149, "kl2": 170.354473}
|
|
{"epoch": 172, "phase": 2, "elapsed_s": 3.25, "total": 416.414913, "recon0": 0.697233, "recon1": 1.000018, "recon2": 1.000312, "kl0": 73.008845, "kl1": 170.354152, "kl2": 170.354352}
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{"epoch": 174, "phase": 2, "elapsed_s": 3.41, "total": 416.414863, "recon0": 0.697109, "recon1": 1.000009, "recon2": 1.000218, "kl0": 73.009087, "kl1": 170.354278, "kl2": 170.354162}
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{"epoch": 175, "phase": 2, "elapsed_s": 3.79, "total": 416.41501, "recon0": 0.697472, "recon1": 1.000009, "recon2": 1.000132, "kl0": 73.009061, "kl1": 170.354123, "kl2": 170.354214}
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{"epoch": 176, "phase": 2, "elapsed_s": 3.28, "total": 416.41478, "recon0": 0.697134, "recon1": 1.000013, "recon2": 1.000191, "kl0": 73.009267, "kl1": 170.353994, "kl2": 170.35418}
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{"epoch": 177, "phase": 2, "elapsed_s": 3.39, "total": 416.414477, "recon0": 0.697107, "recon1": 1.000014, "recon2": 1.000152, "kl0": 73.009069, "kl1": 170.354052, "kl2": 170.354084}
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{"epoch": 178, "phase": 2, "elapsed_s": 3.32, "total": 416.41435, "recon0": 0.697227, "recon1": 1.000001, "recon2": 1.000192, "kl0": 73.00884, "kl1": 170.353986, "kl2": 170.354104}
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{"epoch": 179, "phase": 2, "elapsed_s": 3.67, "total": 416.41469, "recon0": 0.697377, "recon1": 1.000027, "recon2": 1.000115, "kl0": 73.008979, "kl1": 170.35407, "kl2": 170.354124}
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{"epoch": 180, "phase": 2, "elapsed_s": 3.82, "total": 416.414384, "recon0": 0.697445, "recon1": 1.00001, "recon2": 1.000138, "kl0": 73.008802, "kl1": 170.353927, "kl2": 170.354061}
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{"epoch": 181, "phase": 2, "elapsed_s": 3.88, "total": 416.414117, "recon0": 0.697102, "recon1": 1.000013, "recon2": 1.000153, "kl0": 73.008846, "kl1": 170.354001, "kl2": 170.354001}
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{"epoch": 182, "phase": 2, "elapsed_s": 3.54, "total": 416.414253, "recon0": 0.697038, "recon1": 1.000001, "recon2": 1.000107, "kl0": 73.009018, "kl1": 170.354002, "kl2": 170.354086}
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{"epoch": 183, "phase": 2, "elapsed_s": 3.37, "total": 416.415049, "recon0": 0.69711, "recon1": 1.000017, "recon2": 1.000132, "kl0": 73.008877, "kl1": 170.354889, "kl2": 170.354024}
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{"epoch": 184, "phase": 2, "elapsed_s": 3.46, "total": 416.41447, "recon0": 0.697414, "recon1": 1.000005, "recon2": 1.000106, "kl0": 73.008895, "kl1": 170.354049, "kl2": 170.354}
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{"epoch": 185, "phase": 2, "elapsed_s": 3.5, "total": 416.414607, "recon0": 0.697232, "recon1": 1.000013, "recon2": 1.000091, "kl0": 73.009127, "kl1": 170.354125, "kl2": 170.354019}
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{"epoch": 186, "phase": 2, "elapsed_s": 3.34, "total": 416.414269, "recon0": 0.697225, "recon1": 1.000005, "recon2": 1.000117, "kl0": 73.008837, "kl1": 170.354094, "kl2": 170.353991}
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{"epoch": 187, "phase": 2, "elapsed_s": 3.38, "total": 416.414399, "recon0": 0.697099, "recon1": 1.000014, "recon2": 1.000033, "kl0": 73.009163, "kl1": 170.354099, "kl2": 170.35399}
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{"epoch": 188, "phase": 2, "elapsed_s": 3.63, "total": 416.413924, "recon0": 0.696979, "recon1": 1.000019, "recon2": 1.00006, "kl0": 73.008896, "kl1": 170.353977, "kl2": 170.353992}
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{"epoch": 189, "phase": 2, "elapsed_s": 3.32, "total": 416.414135, "recon0": 0.69729, "recon1": 1.000007, "recon2": 1.000056, "kl0": 73.00886, "kl1": 170.353932, "kl2": 170.35399}
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{"epoch": 190, "phase": 2, "elapsed_s": 3.4, "total": 416.413896, "recon0": 0.697003, "recon1": 1.000006, "recon2": 1.00004, "kl0": 73.008973, "kl1": 170.353942, "kl2": 170.353932}
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{"epoch": 191, "phase": 2, "elapsed_s": 3.63, "total": 416.414689, "recon0": 0.697422, "recon1": 1.000004, "recon2": 1.000073, "kl0": 73.009187, "kl1": 170.354008, "kl2": 170.353996}
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{"epoch": 192, "phase": 2, "elapsed_s": 3.26, "total": 416.414086, "recon0": 0.696804, "recon1": 1.000003, "recon2": 1.000084, "kl0": 73.008889, "kl1": 170.354316, "kl2": 170.353991}
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{"epoch": 193, "phase": 2, "elapsed_s": 3.22, "total": 416.414284, "recon0": 0.697061, "recon1": 1.000018, "recon2": 1.00005, "kl0": 73.009093, "kl1": 170.354127, "kl2": 170.353937}
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{"epoch": 194, "phase": 2, "elapsed_s": 3.5, "total": 416.414123, "recon0": 0.697008, "recon1": 1.000012, "recon2": 1.000041, "kl0": 73.009092, "kl1": 170.354018, "kl2": 170.353953}
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{"epoch": 195, "phase": 2, "elapsed_s": 3.37, "total": 416.414318, "recon0": 0.69711, "recon1": 1.000011, "recon2": 1.000039, "kl0": 73.009076, "kl1": 170.354119, "kl2": 170.353962}
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{"epoch": 196, "phase": 2, "elapsed_s": 3.29, "total": 416.414093, "recon0": 0.697159, "recon1": 1.0, "recon2": 1.00003, "kl0": 73.009028, "kl1": 170.353924, "kl2": 170.353954}
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{"epoch": 197, "phase": 2, "elapsed_s": 3.47, "total": 416.414059, "recon0": 0.697126, "recon1": 1.000015, "recon2": 1.000063, "kl0": 73.00895, "kl1": 170.35394, "kl2": 170.353965}
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{"epoch": 198, "phase": 2, "elapsed_s": 3.41, "total": 416.413674, "recon0": 0.696809, "recon1": 1.000007, "recon2": 1.00004, "kl0": 73.008957, "kl1": 170.353923, "kl2": 170.353938}
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{"epoch": 199, "phase": 2, "elapsed_s": 3.46, "total": 416.414146, "recon0": 0.697251, "recon1": 1.000027, "recon2": 1.000029, "kl0": 73.008881, "kl1": 170.354015, "kl2": 170.353943}
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{"epoch": 200, "phase": 2, "elapsed_s": 3.97, "total": 416.414026, "recon0": 0.697094, "recon1": 1.000003, "recon2": 1.000024, "kl0": 73.008901, "kl1": 170.354077, "kl2": 170.353927}
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{"epoch": 201, "phase": 2, "elapsed_s": 3.37, "total": 416.414181, "recon0": 0.69716, "recon1": 1.000028, "recon2": 1.000039, "kl0": 73.008937, "kl1": 170.354063, "kl2": 170.353953}
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{"epoch": 202, "phase": 2, "elapsed_s": 3.31, "total": 416.413994, "recon0": 0.6972, "recon1": 1.000007, "recon2": 1.000014, "kl0": 73.0089, "kl1": 170.353935, "kl2": 170.353939}
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{"epoch": 203, "phase": 2, "elapsed_s": 3.41, "total": 416.414287, "recon0": 0.697101, "recon1": 1.000004, "recon2": 1.000027, "kl0": 73.009286, "kl1": 170.353925, "kl2": 170.353944}
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{"epoch": 204, "phase": 2, "elapsed_s": 3.18, "total": 416.414221, "recon0": 0.697214, "recon1": 1.00001, "recon2": 1.000026, "kl0": 73.009061, "kl1": 170.353978, "kl2": 170.353931}
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{"epoch": 205, "phase": 2, "elapsed_s": 3.25, "total": 416.414066, "recon0": 0.697245, "recon1": 1.000014, "recon2": 1.000019, "kl0": 73.008892, "kl1": 170.353966, "kl2": 170.35393}
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{"epoch": 206, "phase": 2, "elapsed_s": 3.99, "total": 416.414052, "recon0": 0.696878, "recon1": 1.000029, "recon2": 1.000036, "kl0": 73.009079, "kl1": 170.354075, "kl2": 170.353955}
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{"epoch": 207, "phase": 2, "elapsed_s": 3.42, "total": 416.414233, "recon0": 0.697036, "recon1": 1.000011, "recon2": 1.000025, "kl0": 73.009149, "kl1": 170.354065, "kl2": 170.353948}
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{"epoch": 208, "phase": 2, "elapsed_s": 3.6, "total": 416.414038, "recon0": 0.697133, "recon1": 1.000009, "recon2": 1.000037, "kl0": 73.0089, "kl1": 170.354036, "kl2": 170.353923}
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{"epoch": 209, "phase": 2, "elapsed_s": 3.41, "total": 416.414179, "recon0": 0.69714, "recon1": 1.000015, "recon2": 1.000017, "kl0": 73.00907, "kl1": 170.353994, "kl2": 170.353943}
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{"epoch": 210, "phase": 2, "elapsed_s": 3.41, "total": 416.413942, "recon0": 0.697198, "recon1": 1.000003, "recon2": 1.000024, "kl0": 73.009031, "kl1": 170.353753, "kl2": 170.353932}
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{"epoch": 211, "phase": 2, "elapsed_s": 3.63, "total": 416.414291, "recon0": 0.697067, "recon1": 1.000007, "recon2": 1.000032, "kl0": 73.008993, "kl1": 170.354262, "kl2": 170.353929}
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{"epoch": 212, "phase": 2, "elapsed_s": 3.45, "total": 416.414439, "recon0": 0.697169, "recon1": 1.000017, "recon2": 1.000037, "kl0": 73.009101, "kl1": 170.354181, "kl2": 170.353933}
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{"epoch": 213, "phase": 2, "elapsed_s": 3.38, "total": 416.414182, "recon0": 0.697123, "recon1": 1.000021, "recon2": 1.000023, "kl0": 73.009107, "kl1": 170.35398, "kl2": 170.353928}
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{"epoch": 214, "phase": 2, "elapsed_s": 3.4, "total": 416.413733, "recon0": 0.696946, "recon1": 1.000013, "recon2": 1.000027, "kl0": 73.008813, "kl1": 170.35399, "kl2": 170.353943}
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{"epoch": 215, "phase": 2, "elapsed_s": 3.26, "total": 416.4137, "recon0": 0.696891, "recon1": 1.000012, "recon2": 1.000015, "kl0": 73.008898, "kl1": 170.353954, "kl2": 170.35393}
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{"epoch": 216, "phase": 2, "elapsed_s": 3.38, "total": 416.413964, "recon0": 0.697152, "recon1": 0.999999, "recon2": 0.999996, "kl0": 73.008948, "kl1": 170.353943, "kl2": 170.353926}
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{"epoch": 217, "phase": 2, "elapsed_s": 3.54, "total": 416.413823, "recon0": 0.697037, "recon1": 1.000016, "recon2": 1.000016, "kl0": 73.008807, "kl1": 170.354025, "kl2": 170.353922}
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{"epoch": 218, "phase": 2, "elapsed_s": 3.38, "total": 416.414087, "recon0": 0.69706, "recon1": 1.00002, "recon2": 1.000017, "kl0": 73.008978, "kl1": 170.354074, "kl2": 170.353938}
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{"epoch": 221, "phase": 3, "elapsed_s": 3.58, "total": 416.414106, "recon0": 0.697099, "recon1": 1.000004, "recon2": 1.000019, "kl0": 73.008981, "kl1": 170.354079, "kl2": 170.353925}
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{"epoch": 222, "phase": 3, "elapsed_s": 3.63, "total": 416.413927, "recon0": 0.697022, "recon1": 1.000023, "recon2": 1.000016, "kl0": 73.008971, "kl1": 170.353967, "kl2": 170.353928}
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{"epoch": 223, "phase": 3, "elapsed_s": 3.26, "total": 416.41401, "recon0": 0.697006, "recon1": 1.000004, "recon2": 1.000018, "kl0": 73.008785, "kl1": 170.35427, "kl2": 170.353928}
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{"epoch": 224, "phase": 3, "elapsed_s": 3.29, "total": 416.414362, "recon0": 0.697088, "recon1": 1.000009, "recon2": 1.00002, "kl0": 73.009043, "kl1": 170.354283, "kl2": 170.35392}
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{"epoch": 225, "phase": 3, "elapsed_s": 3.39, "total": 416.41407, "recon0": 0.697127, "recon1": 1.000017, "recon2": 1.000026, "kl0": 73.009031, "kl1": 170.35394, "kl2": 170.353929}
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{"epoch": 226, "phase": 3, "elapsed_s": 3.21, "total": 416.41373, "recon0": 0.696975, "recon1": 1.000002, "recon2": 1.000011, "kl0": 73.008757, "kl1": 170.354054, "kl2": 170.353932}
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{"epoch": 227, "phase": 3, "elapsed_s": 3.25, "total": 416.414209, "recon0": 0.697186, "recon1": 1.000016, "recon2": 1.000014, "kl0": 73.009075, "kl1": 170.353997, "kl2": 170.353922}
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{"epoch": 228, "phase": 3, "elapsed_s": 3.44, "total": 416.41376, "recon0": 0.696987, "recon1": 1.000008, "recon2": 1.000015, "kl0": 73.008896, "kl1": 170.353926, "kl2": 170.353927}
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{"epoch": 229, "phase": 3, "elapsed_s": 3.3, "total": 416.413812, "recon0": 0.697042, "recon1": 1.000016, "recon2": 1.000009, "kl0": 73.008845, "kl1": 170.353977, "kl2": 170.353923}
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{"epoch": 230, "phase": 3, "elapsed_s": 3.2, "total": 416.413824, "recon0": 0.697019, "recon1": 1.000011, "recon2": 1.000014, "kl0": 73.008926, "kl1": 170.353931, "kl2": 170.353923}
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{"epoch": 231, "phase": 3, "elapsed_s": 3.31, "total": 416.413939, "recon0": 0.697144, "recon1": 1.00001, "recon2": 1.000018, "kl0": 73.008929, "kl1": 170.353913, "kl2": 170.353925}
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{"epoch": 232, "phase": 3, "elapsed_s": 3.29, "total": 416.414067, "recon0": 0.697243, "recon1": 1.000013, "recon2": 1.00002, "kl0": 73.008882, "kl1": 170.35399, "kl2": 170.353919}
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{"epoch": 233, "phase": 3, "elapsed_s": 3.27, "total": 416.413933, "recon0": 0.696989, "recon1": 1.000016, "recon2": 1.000005, "kl0": 73.008957, "kl1": 170.354044, "kl2": 170.353922}
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{"epoch": 234, "phase": 3, "elapsed_s": 3.39, "total": 416.41405, "recon0": 0.697205, "recon1": 1.00001, "recon2": 1.000008, "kl0": 73.00889, "kl1": 170.354017, "kl2": 170.353921}
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{"epoch": 235, "phase": 3, "elapsed_s": 3.31, "total": 416.414172, "recon0": 0.69699, "recon1": 1.00001, "recon2": 1.000015, "kl0": 73.009055, "kl1": 170.354183, "kl2": 170.353919}
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{"epoch": 236, "phase": 3, "elapsed_s": 3.11, "total": 416.414486, "recon0": 0.69741, "recon1": 1.000009, "recon2": 1.000023, "kl0": 73.009012, "kl1": 170.354106, "kl2": 170.353925}
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{"epoch": 237, "phase": 3, "elapsed_s": 3.39, "total": 416.413933, "recon0": 0.696992, "recon1": 1.000018, "recon2": 1.000014, "kl0": 73.008817, "kl1": 170.354171, "kl2": 170.35392}
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{"epoch": 238, "phase": 3, "elapsed_s": 3.43, "total": 416.413949, "recon0": 0.696992, "recon1": 1.00001, "recon2": 1.00001, "kl0": 73.008966, "kl1": 170.354046, "kl2": 170.353926}
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{"epoch": 239, "phase": 3, "elapsed_s": 3.44, "total": 416.414277, "recon0": 0.697343, "recon1": 1.000014, "recon2": 1.00001, "kl0": 73.008922, "kl1": 170.354068, "kl2": 170.35392}
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{"epoch": 240, "phase": 3, "elapsed_s": 3.72, "total": 416.414171, "recon0": 0.697048, "recon1": 1.000011, "recon2": 1.00001, "kl0": 73.009135, "kl1": 170.354041, "kl2": 170.353925}
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{"epoch": 241, "phase": 3, "elapsed_s": 3.79, "total": 416.414183, "recon0": 0.697185, "recon1": 1.000006, "recon2": 1.00001, "kl0": 73.00899, "kl1": 170.35407, "kl2": 170.353923}
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{"epoch": 242, "phase": 3, "elapsed_s": 3.48, "total": 416.414319, "recon0": 0.697187, "recon1": 1.000014, "recon2": 1.000021, "kl0": 73.009097, "kl1": 170.354076, "kl2": 170.353923}
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{"epoch": 243, "phase": 3, "elapsed_s": 3.45, "total": 416.413858, "recon0": 0.696978, "recon1": 1.000014, "recon2": 1.000016, "kl0": 73.00886, "kl1": 170.354074, "kl2": 170.353916}
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{"epoch": 244, "phase": 3, "elapsed_s": 3.38, "total": 416.414034, "recon0": 0.697054, "recon1": 1.000009, "recon2": 1.000025, "kl0": 73.009041, "kl1": 170.353977, "kl2": 170.353929}
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{"epoch": 245, "phase": 3, "elapsed_s": 3.34, "total": 416.414106, "recon0": 0.697039, "recon1": 1.000009, "recon2": 1.00001, "kl0": 73.009195, "kl1": 170.353929, "kl2": 170.353924}
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{"epoch": 246, "phase": 3, "elapsed_s": 3.44, "total": 416.413991, "recon0": 0.697185, "recon1": 1.000011, "recon2": 1.000007, "kl0": 73.008929, "kl1": 170.353938, "kl2": 170.35392}
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{"epoch": 281, "phase": 4, "elapsed_s": 4.44, "total": 357.508727, "recon0": 0.696738, "recon1": 1.000006, "recon2": 1.000008, "kl0": 62.614084, "kl1": 146.098958, "kl2": 146.098933}
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{"epoch": 282, "phase": 4, "elapsed_s": 4.51, "total": 357.508563, "recon0": 0.696756, "recon1": 1.000005, "recon2": 1.000004, "kl0": 62.61393, "kl1": 146.098932, "kl2": 146.098936}
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{"epoch": 283, "phase": 4, "elapsed_s": 4.47, "total": 357.508409, "recon0": 0.696588, "recon1": 1.0, "recon2": 1.000006, "kl0": 62.613935, "kl1": 146.098939, "kl2": 146.09894}
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{"epoch": 284, "phase": 4, "elapsed_s": 4.48, "total": 357.508368, "recon0": 0.696541, "recon1": 1.000008, "recon2": 1.000014, "kl0": 62.613894, "kl1": 146.098962, "kl2": 146.098949}
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{"epoch": 285, "phase": 4, "elapsed_s": 4.59, "total": 357.508472, "recon0": 0.696699, "recon1": 1.000005, "recon2": 1.00001, "kl0": 62.613899, "kl1": 146.09892, "kl2": 146.098938}
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{"epoch": 286, "phase": 4, "elapsed_s": 4.27, "total": 357.50857, "recon0": 0.696757, "recon1": 1.000001, "recon2": 1.000009, "kl0": 62.613913, "kl1": 146.098956, "kl2": 146.098934}
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{"epoch": 287, "phase": 4, "elapsed_s": 4.64, "total": 357.508573, "recon0": 0.69673, "recon1": 1.000006, "recon2": 1.000003, "kl0": 62.613953, "kl1": 146.098941, "kl2": 146.098939}
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{"epoch": 288, "phase": 4, "elapsed_s": 4.34, "total": 357.508487, "recon0": 0.696724, "recon1": 1.000005, "recon2": 1.000002, "kl0": 62.613881, "kl1": 146.098938, "kl2": 146.098937}
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{"epoch": 289, "phase": 4, "elapsed_s": 4.47, "total": 357.508513, "recon0": 0.696767, "recon1": 1.000003, "recon2": 1.000005, "kl0": 62.613871, "kl1": 146.098933, "kl2": 146.098935}
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{"epoch": 290, "phase": 4, "elapsed_s": 4.15, "total": 357.508573, "recon0": 0.696788, "recon1": 1.000002, "recon2": 1.000013, "kl0": 62.613888, "kl1": 146.098946, "kl2": 146.098936}
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{"epoch": 291, "phase": 4, "elapsed_s": 4.53, "total": 357.508354, "recon0": 0.696605, "recon1": 1.000005, "recon2": 1.000002, "kl0": 62.613871, "kl1": 146.098935, "kl2": 146.098935}
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{"epoch": 292, "phase": 4, "elapsed_s": 4.41, "total": 357.508821, "recon0": 0.696871, "recon1": 1.000002, "recon2": 1.000004, "kl0": 62.614074, "kl1": 146.098936, "kl2": 146.098932}
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{"epoch": 294, "phase": 4, "elapsed_s": 4.39, "total": 357.508497, "recon0": 0.696589, "recon1": 1.000005, "recon2": 1.000003, "kl0": 62.613997, "kl1": 146.098967, "kl2": 146.098935}
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{"epoch": 295, "phase": 4, "elapsed_s": 4.28, "total": 357.508329, "recon0": 0.696556, "recon1": 1.000004, "recon2": 1.0, "kl0": 62.613905, "kl1": 146.098929, "kl2": 146.098936}
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{"epoch": 296, "phase": 4, "elapsed_s": 4.45, "total": 357.508607, "recon0": 0.696642, "recon1": 0.999999, "recon2": 1.000002, "kl0": 62.614094, "kl1": 146.098932, "kl2": 146.098937}
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{"epoch": 297, "phase": 4, "elapsed_s": 4.43, "total": 357.508523, "recon0": 0.696731, "recon1": 1.000005, "recon2": 0.999999, "kl0": 62.613906, "kl1": 146.098945, "kl2": 146.098936}
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{"epoch": 298, "phase": 4, "elapsed_s": 4.77, "total": 357.508516, "recon0": 0.696572, "recon1": 1.000006, "recon2": 1.000012, "kl0": 62.614058, "kl1": 146.098934, "kl2": 146.098934}
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{"epoch": 299, "phase": 4, "elapsed_s": 4.45, "total": 357.508349, "recon0": 0.696625, "recon1": 1.000005, "recon2": 1.00001, "kl0": 62.613822, "kl1": 146.098951, "kl2": 146.098936}
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{"epoch": 300, "phase": 4, "elapsed_s": 4.56, "total": 357.508386, "recon0": 0.696627, "recon1": 1.000006, "recon2": 1.000009, "kl0": 62.613864, "kl1": 146.098941, "kl2": 146.098939}
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{"epoch": 301, "phase": 4, "elapsed_s": 4.6, "total": 357.508455, "recon0": 0.696721, "recon1": 1.000011, "recon2": 1.000016, "kl0": 62.613827, "kl1": 146.098948, "kl2": 146.098931}
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{"epoch": 302, "phase": 4, "elapsed_s": 4.68, "total": 357.508406, "recon0": 0.696691, "recon1": 1.000002, "recon2": 1.000005, "kl0": 62.613836, "kl1": 146.098933, "kl2": 146.09894}
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{"epoch": 303, "phase": 4, "elapsed_s": 4.67, "total": 357.508657, "recon0": 0.696732, "recon1": 0.999999, "recon2": 1.000006, "kl0": 62.61404, "kl1": 146.098945, "kl2": 146.098935}
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{"epoch": 304, "phase": 4, "elapsed_s": 4.82, "total": 357.50847, "recon0": 0.69667, "recon1": 1.000002, "recon2": 1.000004, "kl0": 62.613923, "kl1": 146.098937, "kl2": 146.098933}
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{"epoch": 305, "phase": 4, "elapsed_s": 4.4, "total": 357.508318, "recon0": 0.696694, "recon1": 1.000004, "recon2": 1.000003, "kl0": 62.613749, "kl1": 146.098931, "kl2": 146.098936}
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{"epoch": 306, "phase": 4, "elapsed_s": 4.14, "total": 357.50834, "recon0": 0.696641, "recon1": 1.000001, "recon2": 1.000013, "kl0": 62.613814, "kl1": 146.098937, "kl2": 146.098935}
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{"epoch": 307, "phase": 4, "elapsed_s": 4.87, "total": 357.508649, "recon0": 0.696624, "recon1": 1.000004, "recon2": 1.000008, "kl0": 62.614122, "kl1": 146.098955, "kl2": 146.098936}
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{"epoch": 308, "phase": 4, "elapsed_s": 4.49, "total": 357.508615, "recon0": 0.696745, "recon1": 1.000002, "recon2": 1.000004, "kl0": 62.613979, "kl1": 146.09895, "kl2": 146.098935}
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{"epoch": 309, "phase": 4, "elapsed_s": 4.42, "total": 357.508191, "recon0": 0.696586, "recon1": 1.000003, "recon2": 1.000005, "kl0": 62.613723, "kl1": 146.098937, "kl2": 146.098936}
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{"epoch": 310, "phase": 4, "elapsed_s": 4.43, "total": 357.508561, "recon0": 0.696743, "recon1": 1.000003, "recon2": 1.000004, "kl0": 62.613923, "kl1": 146.098952, "kl2": 146.098936}
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{"epoch": 311, "phase": 4, "elapsed_s": 4.49, "total": 357.508497, "recon0": 0.696693, "recon1": 1.000002, "recon2": 1.000012, "kl0": 62.613908, "kl1": 146.098945, "kl2": 146.098937}
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{"epoch": 312, "phase": 4, "elapsed_s": 4.45, "total": 357.508555, "recon0": 0.696741, "recon1": 1.000002, "recon2": 1.000003, "kl0": 62.613921, "kl1": 146.098948, "kl2": 146.098939}
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{"epoch": 313, "phase": 4, "elapsed_s": 4.68, "total": 357.508473, "recon0": 0.696463, "recon1": 1.000002, "recon2": 1.000002, "kl0": 62.614119, "kl1": 146.098947, "kl2": 146.09894}
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{"epoch": 314, "phase": 4, "elapsed_s": 4.36, "total": 357.508525, "recon0": 0.696689, "recon1": 1.000005, "recon2": 1.000006, "kl0": 62.613928, "kl1": 146.098959, "kl2": 146.098938}
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{"epoch": 315, "phase": 4, "elapsed_s": 4.2, "total": 357.508567, "recon0": 0.696621, "recon1": 0.999999, "recon2": 1.000006, "kl0": 62.613958, "kl1": 146.099045, "kl2": 146.098937}
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{"epoch": 316, "phase": 4, "elapsed_s": 4.42, "total": 357.508457, "recon0": 0.696538, "recon1": 1.000003, "recon2": 1.000003, "kl0": 62.614006, "kl1": 146.098971, "kl2": 146.098936}
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{"epoch": 317, "phase": 4, "elapsed_s": 4.1, "total": 357.508585, "recon0": 0.696622, "recon1": 1.000002, "recon2": 1.000005, "kl0": 62.614085, "kl1": 146.098937, "kl2": 146.098933}
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{"epoch": 318, "phase": 4, "elapsed_s": 4.49, "total": 357.508534, "recon0": 0.696646, "recon1": 1.0, "recon2": 0.999997, "kl0": 62.614013, "kl1": 146.098942, "kl2": 146.098936}
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{"epoch": 319, "phase": 4, "elapsed_s": 4.16, "total": 357.508534, "recon0": 0.696725, "recon1": 1.000006, "recon2": 1.000009, "kl0": 62.613885, "kl1": 146.098977, "kl2": 146.098933}
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{"epoch": 320, "phase": 4, "elapsed_s": 4.46, "total": 357.508603, "recon0": 0.696733, "recon1": 1.000003, "recon2": 1.000007, "kl0": 62.613948, "kl1": 146.09898, "kl2": 146.098932}
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{"epoch": 321, "phase": 4, "elapsed_s": 4.27, "total": 357.508288, "recon0": 0.696632, "recon1": 1.000006, "recon2": 1.000006, "kl0": 62.613758, "kl1": 146.098947, "kl2": 146.098939}
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{"epoch": 322, "phase": 4, "elapsed_s": 4.46, "total": 357.508406, "recon0": 0.696551, "recon1": 1.000005, "recon2": 1.000007, "kl0": 62.613964, "kl1": 146.098946, "kl2": 146.098933}
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{"epoch": 323, "phase": 4, "elapsed_s": 4.61, "total": 357.508458, "recon0": 0.696554, "recon1": 1.000002, "recon2": 1.000002, "kl0": 62.613944, "kl1": 146.099022, "kl2": 146.098934}
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{"epoch": 324, "phase": 4, "elapsed_s": 4.24, "total": 357.50832, "recon0": 0.696757, "recon1": 1.000002, "recon2": 1.000004, "kl0": 62.613696, "kl1": 146.098924, "kl2": 146.098936}
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{"epoch": 325, "phase": 4, "elapsed_s": 4.57, "total": 357.508433, "recon0": 0.696713, "recon1": 1.0, "recon2": 1.000005, "kl0": 62.613782, "kl1": 146.098999, "kl2": 146.098934}
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{"epoch": 326, "phase": 4, "elapsed_s": 4.08, "total": 357.50814, "recon0": 0.696502, "recon1": 1.000002, "recon2": 1.000006, "kl0": 62.613743, "kl1": 146.098949, "kl2": 146.098938}
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{"epoch": 327, "phase": 4, "elapsed_s": 4.37, "total": 357.508528, "recon0": 0.696822, "recon1": 1.000004, "recon2": 1.000014, "kl0": 62.613728, "kl1": 146.099025, "kl2": 146.098935}
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{"epoch": 328, "phase": 4, "elapsed_s": 4.51, "total": 357.508499, "recon0": 0.696682, "recon1": 1.000003, "recon2": 1.000002, "kl0": 62.613899, "kl1": 146.098977, "kl2": 146.098935}
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{"epoch": 329, "phase": 4, "elapsed_s": 4.56, "total": 357.508235, "recon0": 0.69663, "recon1": 1.000003, "recon2": 1.000008, "kl0": 62.613703, "kl1": 146.098952, "kl2": 146.098939}
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{"epoch": 330, "phase": 4, "elapsed_s": 4.2, "total": 357.508445, "recon0": 0.696646, "recon1": 1.000003, "recon2": 1.00001, "kl0": 62.613887, "kl1": 146.098963, "kl2": 146.098936}
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{"epoch": 331, "phase": 4, "elapsed_s": 3.97, "total": 357.508426, "recon0": 0.696552, "recon1": 1.000007, "recon2": 1.000009, "kl0": 62.613976, "kl1": 146.098946, "kl2": 146.098936}
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{"epoch": 332, "phase": 4, "elapsed_s": 4.28, "total": 357.508478, "recon0": 0.696749, "recon1": 1.000002, "recon2": 1.000006, "kl0": 62.613837, "kl1": 146.098953, "kl2": 146.098932}
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{"epoch": 333, "phase": 4, "elapsed_s": 4.15, "total": 357.508253, "recon0": 0.696554, "recon1": 1.000001, "recon2": 1.000001, "kl0": 62.613824, "kl1": 146.098937, "kl2": 146.098935}
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{"epoch": 334, "phase": 4, "elapsed_s": 4.26, "total": 357.508693, "recon0": 0.696684, "recon1": 1.000001, "recon2": 1.000003, "kl0": 62.614064, "kl1": 146.099007, "kl2": 146.098934}
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{"epoch": 335, "phase": 4, "elapsed_s": 4.06, "total": 357.508652, "recon0": 0.696877, "recon1": 1.000007, "recon2": 1.000006, "kl0": 62.613908, "kl1": 146.098917, "kl2": 146.098937}
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{"epoch": 336, "phase": 4, "elapsed_s": 4.39, "total": 357.508355, "recon0": 0.696603, "recon1": 1.000003, "recon2": 1.0, "kl0": 62.613866, "kl1": 146.098948, "kl2": 146.098935}
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{"epoch": 337, "phase": 4, "elapsed_s": 4.78, "total": 357.508362, "recon0": 0.696534, "recon1": 1.000005, "recon2": 1.000003, "kl0": 62.613953, "kl1": 146.098933, "kl2": 146.098934}
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{"epoch": 338, "phase": 4, "elapsed_s": 4.55, "total": 357.508468, "recon0": 0.696718, "recon1": 1.000014, "recon2": 1.000005, "kl0": 62.613861, "kl1": 146.098934, "kl2": 146.098936}
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{"epoch": 339, "phase": 4, "elapsed_s": 4.34, "total": 357.508602, "recon0": 0.696712, "recon1": 1.000005, "recon2": 1.000005, "kl0": 62.61396, "kl1": 146.098986, "kl2": 146.098935}
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{"epoch": 340, "phase": 4, "elapsed_s": 3.92, "total": 357.50841, "recon0": 0.696642, "recon1": 1.000002, "recon2": 1.000002, "kl0": 62.613887, "kl1": 146.098943, "kl2": 146.098935}
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{"epoch": 341, "phase": 4, "elapsed_s": 4.25, "total": 357.508368, "recon0": 0.696701, "recon1": 1.000003, "recon2": 1.000008, "kl0": 62.61379, "kl1": 146.098932, "kl2": 146.098935}
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{"epoch": 342, "phase": 4, "elapsed_s": 4.57, "total": 357.508829, "recon0": 0.696823, "recon1": 0.999998, "recon2": 1.000002, "kl0": 62.614117, "kl1": 146.098948, "kl2": 146.098941}
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{"epoch": 343, "phase": 4, "elapsed_s": 4.38, "total": 357.508626, "recon0": 0.69677, "recon1": 1.000005, "recon2": 1.000001, "kl0": 62.613955, "kl1": 146.098961, "kl2": 146.098934}
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{"epoch": 344, "phase": 4, "elapsed_s": 4.23, "total": 357.508445, "recon0": 0.696646, "recon1": 1.000008, "recon2": 1.000008, "kl0": 62.613883, "kl1": 146.098963, "kl2": 146.098937}
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{"epoch": 345, "phase": 4, "elapsed_s": 4.08, "total": 357.50854, "recon0": 0.696736, "recon1": 0.999999, "recon2": 1.0, "kl0": 62.613923, "kl1": 146.098949, "kl2": 146.098933}
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{"epoch": 346, "phase": 4, "elapsed_s": 4.25, "total": 357.508199, "recon0": 0.696577, "recon1": 1.000002, "recon2": 1.000009, "kl0": 62.613729, "kl1": 146.098944, "kl2": 146.098938}
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